{"data":[{"@context":"https:\/\/schema.org","@type":"LearningResource","@id":"https:\/\/github.com\/TheAlgorithms\/Python","http:\/\/purl.org\/dc\/terms\/conformsTo":{"@id":"https:\/\/bioschemas.org\/profiles\/TrainingMaterial\/1.0-RELEASE","@type":"CreativeWork"},"description":"All Algorithms implemented in Python","keywords":"Python","name":"TheAlgorithms\/Python","author":[{"@type":"Organization","name":"The Algorithms","@id":"https:\/\/github.com\/TheAlgorithms","email":"hello@the-algorithms.com","description":"Open Source resource for learning Data Structures & Algorithms and their implementation in any Programming Language","image":"https:\/\/avatars.githubusercontent.com\/u\/20487725?v=4","url":"https:\/\/the-algorithms.com","sameAs":["https:\/\/twitter.com\/the_algorithms"]}],"contributor":[{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-8055-1376","name":"Harshil","sameAs":"https:\/\/github.com\/harshildarji","image":"https:\/\/avatars.githubusercontent.com\/u\/14276147?v=4","affiliation":{"@type":"Organization","name":"Hochschule f\u00fcr Technik und Wirtschaft Berlin"}},{"@type":"Person","@id":"https:\/\/github.com\/cclauss","name":"Christian Clauss","image":"https:\/\/avatars.githubusercontent.com\/u\/3709715?v=4","affiliation":{"@type":"Organization","name":"Christian Clauss"}},{"@type":"Person","@id":"https:\/\/github.com\/MaximSmolskiy","name":"Maxim Smolskiy","image":"https:\/\/avatars.githubusercontent.com\/u\/25690822?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/tianyizheng02","name":"Tianyi Zheng","image":"https:\/\/avatars.githubusercontent.com\/u\/52298854?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dhruvmanila","name":"Dhruv Manilawala","image":"https:\/\/avatars.githubusercontent.com\/u\/67177269?v=4","affiliation":{"@type":"Organization","name":"openai"}},{"@type":"Person","@id":"https:\/\/github.com\/dynamitechetan","name":"Chetan Kaushik","image":"https:\/\/avatars.githubusercontent.com\/u\/14369357?v=4","affiliation":{"@type":"Organization","name":"fossasia @gojek @TheAlgorithms"}},{"@type":"Person","@id":"https:\/\/github.com\/CaedenPH","name":"Caeden Perelli-Harris","image":"https:\/\/avatars.githubusercontent.com\/u\/23421705?v=4","affiliation":{"@type":"Organization","name":"Dealermetrics. CogSpeed @Graymattermetrics"}},{"@type":"Person","@id":"https:\/\/github.com\/AnupKumarPanwar","name":"Anup Kumar Panwar","image":"https:\/\/avatars.githubusercontent.com\/u\/10573038?v=4","affiliation":{"@type":"Organization","name":"TheAlgorithms @gojek @zeptonow"}},{"@type":"Person","@id":"https:\/\/github.com\/realDuYuanChao","name":"realDuYuanChao","image":"https:\/\/avatars.githubusercontent.com\/u\/32572119?v=4","affiliation":{"@type":"Organization","name":"TheAlgorithms"}},{"@type":"Person","@id":"https:\/\/github.com\/SandersLin","name":"Sanders Lin","image":"https:\/\/avatars.githubusercontent.com\/u\/45224617?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/daniel-s-ingram","name":"Daniel Ingram","image":"https:\/\/avatars.githubusercontent.com\/u\/17557934?v=4","affiliation":{"@type":"Organization","name":"Intuitive Surgical"}},{"@type":"Person","@id":"https:\/\/github.com\/algobytewise","name":"algobytewise","image":"https:\/\/avatars.githubusercontent.com\/u\/79045027?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/fpringle","name":"Frederick Pringle","image":"https:\/\/avatars.githubusercontent.com\/u\/29929587?v=4","affiliation":{"@type":"Organization","name":"Frederick Pringle"}},{"@type":"Person","@id":"https:\/\/github.com\/Rohanrbharadwaj","name":"Rohan R Bharadwaj","image":"https:\/\/avatars.githubusercontent.com\/u\/89947037?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Kush1101","name":"Kushagra Bansal","image":"https:\/\/avatars.githubusercontent.com\/u\/59137955?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/l3str4nge","name":"l3str4nge","image":"https:\/\/avatars.githubusercontent.com\/u\/33598510?v=4","affiliation":{"@type":"Organization","name":"adverity"}},{"@type":"Person","@id":"https:\/\/github.com\/poyea","name":"John Law","image":"https:\/\/avatars.githubusercontent.com\/u\/24757020?v=4","affiliation":{"@type":"Organization","name":"amzn"}},{"@type":"Person","@id":"https:\/\/github.com\/Suyashd999","name":"Suyash Dongre","image":"https:\/\/avatars.githubusercontent.com\/u\/109069262?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/frmatias","name":"frmatias","image":"https:\/\/avatars.githubusercontent.com\/u\/22887168?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mhihasan","name":"Hasanul Islam","image":"https:\/\/avatars.githubusercontent.com\/u\/19620907?v=4","affiliation":{"@type":"Organization","name":"Siteimprove"}},{"@type":"Person","@id":"https:\/\/github.com\/saksham-chawla","name":"Saksham Chawla","image":"https:\/\/avatars.githubusercontent.com\/u\/51916697?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-6745-191X","name":"Haseeb \/ \ud558\uc2dc\ube0c","sameAs":"https:\/\/github.com\/QuantumNovice","image":"https:\/\/avatars.githubusercontent.com\/u\/43876848?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/prateekiiest","name":"Prateek Chanda","image":"https:\/\/avatars.githubusercontent.com\/u\/16035442?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/quant12345","name":"Kamil","image":"https:\/\/avatars.githubusercontent.com\/u\/32775019?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dylanbuchi","name":"Dylan Buchi","image":"https:\/\/avatars.githubusercontent.com\/u\/52018183?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/alexpantyukhin","name":"Alexander Pantyukhin","image":"https:\/\/avatars.githubusercontent.com\/u\/6513121?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mindaugl","name":"Mindaugas","image":"https:\/\/avatars.githubusercontent.com\/u\/76015221?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ashwek","name":"Ashwek Swamy","image":"https:\/\/avatars.githubusercontent.com\/u\/39827514?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/PatOnTheBack","name":"PatOnTheBack","image":"https:\/\/avatars.githubusercontent.com\/u\/51241310?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ruppysuppy","name":"Tapajyoti Bose","image":"https:\/\/avatars.githubusercontent.com\/u\/44058757?v=4","affiliation":{"@type":"Organization","name":"TheAlgorithms, @LoungeScaleTech"}},{"@type":"Person","@id":"https:\/\/github.com\/rafaelleru","name":"rafa leyva ruiz","image":"https:\/\/avatars.githubusercontent.com\/u\/6851409?v=4","affiliation":{"@type":"Organization","name":"Constella Intelligence"}},{"@type":"Person","@id":"https:\/\/github.com\/aryan1165","name":"aryan1165","image":"https:\/\/avatars.githubusercontent.com\/u\/111041731?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Hyftar","name":"Simon Landry","image":"https:\/\/avatars.githubusercontent.com\/u\/10182579?v=4","affiliation":{"@type":"Organization","name":"rum-and-code"}},{"@type":"Person","@id":"https:\/\/github.com\/sachinarora707","name":"Sachin Arora","image":"https:\/\/avatars.githubusercontent.com\/u\/17163718?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/archaengel","name":"Eddie Nuno","image":"https:\/\/avatars.githubusercontent.com\/u\/36070056?v=4","affiliation":{"@type":"Organization","name":"gensyn-ai"}},{"@type":"Person","@id":"https:\/\/github.com\/akshaysharma096","name":"Akshay Sharma","image":"https:\/\/avatars.githubusercontent.com\/u\/8299970?v=4","affiliation":{"@type":"Organization","name":"surgeventures"}},{"@type":"Person","@id":"https:\/\/github.com\/Cjkjvfnby","name":"Andrey","image":"https:\/\/avatars.githubusercontent.com\/u\/171597?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Erfaniaa","name":"Erfan Alimohammadi","image":"https:\/\/avatars.githubusercontent.com\/u\/7780269?v=4","affiliation":{"@type":"Organization","name":"overlay-market @TheAlgorithms @strawberry-graphql @itacpc"}},{"@type":"Person","@id":"https:\/\/github.com\/alaouimehdi1995","name":"Mehdi ALAOUI","image":"https:\/\/avatars.githubusercontent.com\/u\/22010489?v=4","affiliation":{"@type":"Organization","name":"Cloudflare"}},{"@type":"Person","@id":"https:\/\/github.com\/rohan472000","name":"Rohan Anand","image":"https:\/\/avatars.githubusercontent.com\/u\/96521078?v=4","affiliation":{"@type":"Organization","name":"IIT Delhi"}},{"@type":"Person","@id":"https:\/\/github.com\/jpg-130","name":"Jigyasa Gandhi","image":"https:\/\/avatars.githubusercontent.com\/u\/33327397?v=4","affiliation":{"@type":"Organization","name":"3PillarGlobal @mykaarma"}},{"@type":"Person","@id":"https:\/\/github.com\/AlexDvorak","name":"AlexDvorak","image":"https:\/\/avatars.githubusercontent.com\/u\/25008875?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/RiptideBo","name":"Stephen Lee","image":"https:\/\/avatars.githubusercontent.com\/u\/22096820?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/amirsoroush","name":"AmirSoroush","image":"https:\/\/avatars.githubusercontent.com\/u\/114881632?v=4","affiliation":{"@type":"Organization","name":"Snipe Transfer"}},{"@type":"Person","@id":"https:\/\/github.com\/onlinejudge95","name":"onlinejudge95","image":"https:\/\/avatars.githubusercontent.com\/u\/44158581?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/SergeyTsaplin","name":"Sergey Tsaplin","image":"https:\/\/avatars.githubusercontent.com\/u\/808210?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/chriso345","name":"Chris O","image":"https:\/\/avatars.githubusercontent.com\/u\/46587501?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Leoriem-code","name":"Leoriem-code","image":"https:\/\/avatars.githubusercontent.com\/u\/73761711?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Hardvan","name":"Hardik Pawar","image":"https:\/\/avatars.githubusercontent.com\/u\/97388607?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/qckzr","name":"Hector S","image":"https:\/\/avatars.githubusercontent.com\/u\/1163485?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/taseikyo","name":"taseikyo","image":"https:\/\/avatars.githubusercontent.com\/u\/23132915?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/meg-1","name":"Margaret","image":"https:\/\/avatars.githubusercontent.com\/u\/62753112?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/lance-pyles","name":"lance-pyles","image":"https:\/\/avatars.githubusercontent.com\/u\/36748284?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/shivg7706","name":"Shivam Gupta","image":"https:\/\/avatars.githubusercontent.com\/u\/21190262?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/isidroas","name":"Isidro","image":"https:\/\/avatars.githubusercontent.com\/u\/10489506?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/spazm","name":"Andrew Grangaard","image":"https:\/\/avatars.githubusercontent.com\/u\/92896?v=4","affiliation":{"@type":"Organization","name":"LemurLabs.dev"}},{"@type":"Person","@id":"https:\/\/github.com\/mrvnmchm","name":"Marvin M. Michum","image":"https:\/\/avatars.githubusercontent.com\/u\/11682032?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/satanb4","name":"Sayan Bandyopadhyay","image":"https:\/\/avatars.githubusercontent.com\/u\/26685910?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/erensunerr","name":"Eren","image":"https:\/\/avatars.githubusercontent.com\/u\/19212309?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/imp2002","name":"nohup","image":"https:\/\/avatars.githubusercontent.com\/u\/41513919?v=4","affiliation":{"@type":"Organization","name":"antgroup"}},{"@type":"Person","@id":"https:\/\/github.com\/NumberPiOso","name":"Pablo Osorio L\u00f3pez","image":"https:\/\/avatars.githubusercontent.com\/u\/46936498?v=4","affiliation":{"@type":"Organization","name":"factoredai"}},{"@type":"Person","@id":"https:\/\/github.com\/grochedix","name":"Guillaume Rochedix","image":"https:\/\/avatars.githubusercontent.com\/u\/33205665?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/itsAkshayDubey","name":"Akshay Dubey","image":"https:\/\/avatars.githubusercontent.com\/u\/38462415?v=4","affiliation":{"@type":"Organization","name":"Senior Software Engineer @ Airtel X Labs"}},{"@type":"Person","@id":"https:\/\/github.com\/anuragkumarak95","name":"Anurag Kumar","image":"https:\/\/avatars.githubusercontent.com\/u\/11265024?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/chinmoy159","name":"Chinmoy Das","image":"https:\/\/avatars.githubusercontent.com\/u\/17027498?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ErwinJunge","name":"Erwin Junge","image":"https:\/\/avatars.githubusercontent.com\/u\/339691?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/maxwell-aladago","name":"Maxwell Aladago","image":"https:\/\/avatars.githubusercontent.com\/u\/15703090?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/OmkarPathak","name":"Omkar Pathak","image":"https:\/\/avatars.githubusercontent.com\/u\/17998893?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/0oo0","name":"Pukharaj Kaushik","image":"https:\/\/avatars.githubusercontent.com\/u\/30808316?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Prince326","name":"Prince Gangurde","image":"https:\/\/avatars.githubusercontent.com\/u\/50592495?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/its-100rabh","name":"Saurabh Mahapatra","image":"https:\/\/avatars.githubusercontent.com\/u\/98408932?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Awfifcuihc","name":"Awfifcuihc","image":"https:\/\/avatars.githubusercontent.com\/u\/12069658?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/saahil-mahato","name":"Saahil Mahato","image":"https:\/\/avatars.githubusercontent.com\/u\/115351000?v=4","affiliation":{"@type":"Organization","name":"Leapfrog Technology"}},{"@type":"Person","@id":"https:\/\/github.com\/SabariGanesh-K","name":"Sabari Ganesh K","image":"https:\/\/avatars.githubusercontent.com\/u\/64348740?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kondekarshubham123","name":"Shubham Kondekar","image":"https:\/\/avatars.githubusercontent.com\/u\/40213815?v=4","affiliation":{"@type":"Organization","name":"Infosys LTD"}},{"@type":"Person","@id":"https:\/\/github.com\/SparshRastogi","name":"SparshRastogi","image":"https:\/\/avatars.githubusercontent.com\/u\/75373475?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/bharath-123","name":"Bharath Vedartham","image":"https:\/\/avatars.githubusercontent.com\/u\/21315653?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/hollowcrust","name":"Nguyen Phuc Chuong","image":"https:\/\/avatars.githubusercontent.com\/u\/72879387?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kanthuc","name":"kanthuc","image":"https:\/\/avatars.githubusercontent.com\/u\/25868948?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mohammadreza490","name":"mohammadreza490","image":"https:\/\/avatars.githubusercontent.com\/u\/47437328?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/JakeBonek","name":"Jacob Bonek","image":"https:\/\/avatars.githubusercontent.com\/u\/8030193?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/theycallmemac","name":"James McDermott","image":"https:\/\/avatars.githubusercontent.com\/u\/16108563?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/obelisk0114","name":"obelisk0114","image":"https:\/\/avatars.githubusercontent.com\/u\/19471341?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/vldmrkl","name":"Volodymyr Klymenko","image":"https:\/\/avatars.githubusercontent.com\/u\/26641473?v=4","affiliation":{"@type":"Organization","name":"Nextdoor"}},{"@type":"Person","@id":"https:\/\/github.com\/chttrjeankr","name":"Ankur Chattopadhyay","image":"https:\/\/avatars.githubusercontent.com\/u\/39518771?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/BamaCharanChhandogi","name":"Bama Charan Chhandogi","image":"https:\/\/avatars.githubusercontent.com\/u\/69814563?v=4","affiliation":{"@type":"Organization","name":"clipwise-ai"}},{"@type":"Person","@id":"https:\/\/github.com\/ShyamW","name":"Shyam Thiagarajan","image":"https:\/\/avatars.githubusercontent.com\/u\/17036171?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AliAlimohammadi","name":"Ali Alimohammadi","image":"https:\/\/avatars.githubusercontent.com\/u\/41567902?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AasheeshLikePanner","name":"Aasheesh","image":"https:\/\/avatars.githubusercontent.com\/u\/126905285?v=4","affiliation":{"@type":"Organization","name":"muze.so"}},{"@type":"Person","@id":"https:\/\/github.com\/brunohadlich","name":"Bruno Simas Hadlich","image":"https:\/\/avatars.githubusercontent.com\/u\/7043013?v=4","affiliation":{"@type":"Organization","name":"q4mobile"}},{"@type":"Person","@id":"https:\/\/github.com\/haningrisha","name":"Grigoriy Hanin","image":"https:\/\/avatars.githubusercontent.com\/u\/43445998?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/pikulet","name":"sushie","image":"https:\/\/avatars.githubusercontent.com\/u\/24848927?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0009-0003-0856-7319","name":"Kausthub Kannan","sameAs":"https:\/\/github.com\/kausthub-kannan","image":"https:\/\/avatars.githubusercontent.com\/u\/99611070?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kelvins","name":"Kelvin S. do Prado","image":"https:\/\/avatars.githubusercontent.com\/u\/1009397?v=4","affiliation":{"@type":"Organization","name":"nubank"}},{"@type":"Person","@id":"https:\/\/github.com\/nikalosa","name":"Nika Losaberidze","image":"https:\/\/avatars.githubusercontent.com\/u\/16089364?v=4","affiliation":{"@type":"Organization","name":"Velitech"}},{"@type":"Person","@id":"https:\/\/github.com\/pablo9891","name":"Ockua","image":"https:\/\/avatars.githubusercontent.com\/u\/1588843?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Reshad-Hasan","name":"Reshad Hasan","image":"https:\/\/avatars.githubusercontent.com\/u\/17121010?v=4","affiliation":{"@type":"Organization","name":"Chittagong University of Engineering and Technology"}},{"@type":"Person","@id":"https:\/\/github.com\/nababuddin","name":"SEIKH NABAB UDDIN","image":"https:\/\/avatars.githubusercontent.com\/u\/93948993?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/spamegg1","name":"spamegg","image":"https:\/\/avatars.githubusercontent.com\/u\/4255997?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kosuri-indu","name":"Kosuri Indu","image":"https:\/\/avatars.githubusercontent.com\/u\/118645569?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/yuriimchg","name":"Yurii","image":"https:\/\/avatars.githubusercontent.com\/u\/33547678?v=4","affiliation":{"@type":"Organization","name":"N-iX"}},{"@type":"Person","@id":"https:\/\/github.com\/vipinkarthic","name":"Vipin Karthic","image":"https:\/\/avatars.githubusercontent.com\/u\/143083087?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/TheSuperNoob","name":"Lars","image":"https:\/\/avatars.githubusercontent.com\/u\/8790487?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/JermyTan","name":"Tan Kai Qun, Jeremy","image":"https:\/\/avatars.githubusercontent.com\/u\/36080705?v=4","affiliation":{"@type":"Organization","name":"stripe"}},{"@type":"Person","@id":"https:\/\/github.com\/yesIamHasi","name":"Syed Haseeb Shah","image":"https:\/\/avatars.githubusercontent.com\/u\/28681929?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/stephen-ryan-ansys","name":"Stephen","image":"https:\/\/avatars.githubusercontent.com\/u\/24819660?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/pl04351820","name":"Sichen Liu","image":"https:\/\/avatars.githubusercontent.com\/u\/10365273?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/shermanhui","name":"Sherman Hui","image":"https:\/\/avatars.githubusercontent.com\/u\/11592023?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Scarfinos","name":"Scarfinos","image":"https:\/\/avatars.githubusercontent.com\/u\/158184182?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/imSanko","name":"Saptadeep Banerjee","image":"https:\/\/avatars.githubusercontent.com\/u\/69459134?v=4","affiliation":{"@type":"Organization","name":"Ignitus"}},{"@type":"Person","@id":"https:\/\/github.com\/suryapratapsinghsuryavanshi","name":"SURYAPRATAP SINGH SURYAVANSHI","image":"https:\/\/avatars.githubusercontent.com\/u\/67123991?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/s-sanyal","name":"SAYAN SANYAL","image":"https:\/\/avatars.githubusercontent.com\/u\/37104041?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/akashgkrishnan","name":"Akash G Krishnan","image":"https:\/\/avatars.githubusercontent.com\/u\/26641252?v=4","affiliation":{"@type":"Organization","name":"Fullthrottlelabs"}},{"@type":"Person","@id":"https:\/\/github.com\/ashutoshcp","name":"Ashutosh Kumar Gupta","image":"https:\/\/avatars.githubusercontent.com\/u\/10486922?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dhruvsaini","name":"Dhruv Saini","image":"https:\/\/avatars.githubusercontent.com\/u\/24877251?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/percy07","name":"percy07","image":"https:\/\/avatars.githubusercontent.com\/u\/56677891?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/piyush01123","name":"Piyush","image":"https:\/\/avatars.githubusercontent.com\/u\/19518507?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/itsvinayak","name":"vinayak","image":"https:\/\/avatars.githubusercontent.com\/u\/33996594?v=4","affiliation":{"@type":"Organization","name":"Pratishthan"}},{"@type":"Person","@id":"https:\/\/github.com\/yyeltsyn","name":"yyeltsyn","image":"https:\/\/avatars.githubusercontent.com\/u\/13794710?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/rafagarciac","name":"Rafael Garc\u00eda Cu\u00e9llar","image":"https:\/\/avatars.githubusercontent.com\/u\/32666357?v=4","affiliation":{"@type":"Organization","name":"Fever"}},{"@type":"Person","@id":"https:\/\/github.com\/naveenarun","name":"Naveen Arun","image":"https:\/\/avatars.githubusercontent.com\/u\/5258974?v=4","affiliation":{"@type":"Organization","name":"MIT"}},{"@type":"Person","@id":"https:\/\/github.com\/mavroudo","name":"Ioannis Mavroudopoulos","image":"https:\/\/avatars.githubusercontent.com\/u\/22944547?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ayushbisht2001","name":"Ayush Bisht","image":"https:\/\/avatars.githubusercontent.com\/u\/61404154?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ltdouthit","name":"Lane Douthit","image":"https:\/\/avatars.githubusercontent.com\/u\/13304493?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/StephenGemin","name":"Stephen Gemin","image":"https:\/\/avatars.githubusercontent.com\/u\/45926479?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ParthS007","name":"Parth Shandilya","image":"https:\/\/avatars.githubusercontent.com\/u\/24358501?v=4","affiliation":{"@type":"Organization","name":"Kadoa"}},{"@type":"Person","@id":"https:\/\/github.com\/ZJUGuoShuai","name":"Guo Shuai","image":"https:\/\/avatars.githubusercontent.com\/u\/22856433?v=4","affiliation":{"@type":"Organization","name":"ByteDance"}},{"@type":"Person","@id":"https:\/\/github.com\/arjitarora26","name":"Arjit Arora","image":"https:\/\/avatars.githubusercontent.com\/u\/42044030?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/carlos3dx","name":"Carlos Villar","image":"https:\/\/avatars.githubusercontent.com\/u\/18118830?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dbring","name":"Dean Bring","image":"https:\/\/avatars.githubusercontent.com\/u\/12228882?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Dharni0607","name":"Dharani Akurathi","image":"https:\/\/avatars.githubusercontent.com\/u\/30770547?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/guilyx","name":"Erwin L.","image":"https:\/\/avatars.githubusercontent.com\/u\/43545812?v=4","affiliation":{"@type":"Organization","name":"tiiuae"}},{"@type":"Person","@id":"https:\/\/github.com\/abhishek-jaisingh","name":"Abhishek Jaisingh","image":"https:\/\/avatars.githubusercontent.com\/u\/10446685?v=4","affiliation":{"@type":"Organization","name":"tower-research"}},{"@type":"Person","@id":"https:\/\/github.com\/Iqrar99","name":"Monnie","image":"https:\/\/avatars.githubusercontent.com\/u\/20255031?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jasper256","name":"Jasper","image":"https:\/\/avatars.githubusercontent.com\/u\/46252815?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/JDeepD","name":"Jaydeep Das","image":"https:\/\/avatars.githubusercontent.com\/u\/64089730?v=4","affiliation":{"@type":"Organization","name":"rtCamp"}},{"@type":"Person","@id":"https:\/\/github.com\/zeelrupapara","name":"Jeel Rupapara","image":"https:\/\/avatars.githubusercontent.com\/u\/48467846?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jeffin07","name":"Jeffin Francis","image":"https:\/\/avatars.githubusercontent.com\/u\/12173186?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/cozek","name":"Kaushik Amar Das","image":"https:\/\/avatars.githubusercontent.com\/u\/11409973?v=4","affiliation":{"@type":"Organization","name":"Cognizant AI Labs"}},{"@type":"Person","@id":"https:\/\/github.com\/rohanr18","name":"Rohan R Bharadwaj","image":"https:\/\/avatars.githubusercontent.com\/u\/114707091?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/iamrknain","name":"Ravi Kumar","image":"https:\/\/avatars.githubusercontent.com\/u\/119737193?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/pronoym99","name":"Pronoy Mandal","image":"https:\/\/avatars.githubusercontent.com\/u\/22426058?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/FirePing32","name":"Prakhar Gurunani","image":"https:\/\/avatars.githubusercontent.com\/u\/43035576?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/PoojanSmart","name":"Poojan Smart","image":"https:\/\/avatars.githubusercontent.com\/u\/44301271?v=4","affiliation":{"@type":"Organization","name":"N\/A"}},{"@type":"Person","@id":"https:\/\/github.com\/vil02","name":"Piotr Idzik","image":"https:\/\/avatars.githubusercontent.com\/u\/65706193?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Phil9l","name":"Phil Bazun","image":"https:\/\/avatars.githubusercontent.com\/u\/5500992?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/peteryao7","name":"Peter Yao","image":"https:\/\/avatars.githubusercontent.com\/u\/25579764?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/pedram-mohajer","name":"Pedram_Mohajer","image":"https:\/\/avatars.githubusercontent.com\/u\/48964282?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nstoik","name":"Nelson Stoik","image":"https:\/\/avatars.githubusercontent.com\/u\/11414257?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Muhammadummerr","name":"Muhammad Umer Farooq","image":"https:\/\/avatars.githubusercontent.com\/u\/115654418?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/meysam81","name":"Meysam","image":"https:\/\/avatars.githubusercontent.com\/u\/30233243?v=4","affiliation":{"@type":"Organization","name":"dmarcguardhq"}},{"@type":"Person","@id":"https:\/\/github.com\/manueldilullo","name":"Manuel Di Lullo","image":"https:\/\/avatars.githubusercontent.com\/u\/39048927?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0003-4730-7053","name":"Kevin J. Joven","sameAs":"https:\/\/github.com\/KevinJoven11","image":"https:\/\/avatars.githubusercontent.com\/u\/59969678?v=4","affiliation":{"@type":"Organization","name":"North Carolina State University"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-2955-2744","name":"Abinash Satapathy","sameAs":"https:\/\/github.com\/Abinashbunty","image":"https:\/\/avatars.githubusercontent.com\/u\/25522048?v=4","affiliation":{"@type":"Organization","name":"peddlerlabs @elavv-codebase @qbloch"}},{"@type":"Person","@id":"https:\/\/github.com\/vicky1999","name":"Vignesh","image":"https:\/\/avatars.githubusercontent.com\/u\/24916780?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Utsav1999","name":"Utsav Akash Naskar","image":"https:\/\/avatars.githubusercontent.com\/u\/41793984?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/alvin562","name":"Alvin Dantic","image":"https:\/\/avatars.githubusercontent.com\/u\/12833556?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/epicalyx","name":"Taru","image":"https:\/\/avatars.githubusercontent.com\/u\/32308101?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/its-tapas","name":"Tapas Singhal","image":"https:\/\/avatars.githubusercontent.com\/u\/98687345?v=4","affiliation":{"@type":"Organization","name":"Vellore Institute of Technology"}},{"@type":"Person","@id":"https:\/\/github.com\/SwayamSahu","name":"Swayam Prakash Sahu","image":"https:\/\/avatars.githubusercontent.com\/u\/91021799?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/suadjelili","name":"Suad Djelili","image":"https:\/\/avatars.githubusercontent.com\/u\/24280723?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Snimer","name":"Snimerjot Singh","image":"https:\/\/avatars.githubusercontent.com\/u\/63850556?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/lighttxu","name":"Shoujue Xu","image":"https:\/\/avatars.githubusercontent.com\/u\/17356175?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/XenoBytesX","name":"Sanjay Muthu","image":"https:\/\/avatars.githubusercontent.com\/u\/194264024?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/samarthsehgal97","name":"Samarth Sehgal","image":"https:\/\/avatars.githubusercontent.com\/u\/29608064?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Saksham1970","name":"Saksham1970","image":"https:\/\/avatars.githubusercontent.com\/u\/45041294?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/SaiHarshaK","name":"Sai Harsha Kottapalli","image":"https:\/\/avatars.githubusercontent.com\/u\/30663807?v=4","affiliation":{"@type":"Organization","name":"microsoft"}},{"@type":"Person","@id":"https:\/\/github.com\/girisagar46","name":"Sagar Giri","image":"https:\/\/avatars.githubusercontent.com\/u\/6840782?v=4","affiliation":{"@type":"Organization","name":"octoenergy @kraken-tech"}},{"@type":"Person","@id":"https:\/\/github.com\/9harshit","name":"Harshit Agarwal","image":"https:\/\/avatars.githubusercontent.com\/u\/43147421?v=4","affiliation":{"@type":"Organization","name":"DalhousieUniversity"}},{"@type":"Person","@id":"https:\/\/github.com\/girijamanoj","name":"GirijaManoj","image":"https:\/\/avatars.githubusercontent.com\/u\/29457764?v=4","affiliation":{"@type":"Organization","name":"amfoss"}},{"@type":"Person","@id":"https:\/\/github.com\/damelLP","name":"damellp","image":"https:\/\/avatars.githubusercontent.com\/u\/11233555?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/rudrasohan","name":"Sohan Rudra","image":"https:\/\/avatars.githubusercontent.com\/u\/25224164?v=4","affiliation":{"@type":"Organization","name":"TU Darmstadt"}},{"@type":"Person","@id":"https:\/\/github.com\/shrabian","name":"Sharan Krishnan","image":"https:\/\/avatars.githubusercontent.com\/u\/58838321?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/KirilBangachev","name":"Kiril Bangachev","image":"https:\/\/avatars.githubusercontent.com\/u\/51961981?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Baron105","name":"Barun Parua","image":"https:\/\/avatars.githubusercontent.com\/u\/76466796?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/itsamirhn","name":"Amir Hosseini","image":"https:\/\/avatars.githubusercontent.com\/u\/19665344?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/singlav","name":"singlav","image":"https:\/\/avatars.githubusercontent.com\/u\/41392278?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/rtang09","name":"rtang09","image":"https:\/\/avatars.githubusercontent.com\/u\/49603415?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/psyas","name":"psyas","image":"https:\/\/avatars.githubusercontent.com\/u\/3784072?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ojas-wani","name":"Ojas Wani","image":"https:\/\/avatars.githubusercontent.com\/u\/52542740?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/lanzhiwang","name":"lanzhiwang","image":"https:\/\/avatars.githubusercontent.com\/u\/7719138?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Arunsiva003","name":"halfhearted","image":"https:\/\/avatars.githubusercontent.com\/u\/99018821?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/faizan2700","name":"faizan2700","image":"https:\/\/avatars.githubusercontent.com\/u\/46817346?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/bnMikheili","name":"bnMikheili","image":"https:\/\/avatars.githubusercontent.com\/u\/39998190?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/beqakd","name":"beqakd","image":"https:\/\/avatars.githubusercontent.com\/u\/39763019?v=4","affiliation":{"@type":"Organization","name":"Tbc Bank"}},{"@type":"Person","@id":"https:\/\/github.com\/arpanjain97","name":"Arpan Jain","image":"https:\/\/avatars.githubusercontent.com\/u\/25504380?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Faraz126","name":"Faraz Ahmed Khan","image":"https:\/\/avatars.githubusercontent.com\/u\/31242842?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/donno2048","name":"Elisha Hollander","image":"https:\/\/avatars.githubusercontent.com\/u\/61805754?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/edy252","name":"Ed","image":"https:\/\/avatars.githubusercontent.com\/u\/11168525?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/miladsade96","name":"Milad Sadeghi","image":"https:\/\/avatars.githubusercontent.com\/u\/57490926?v=4","affiliation":{"@type":"Organization","name":"Behpardaz Jahan"}},{"@type":"Person","@id":"https:\/\/github.com\/DukicDev","name":"DukicDev","image":"https:\/\/avatars.githubusercontent.com\/u\/78223278?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/TMGA-WAY","name":"Dipankar Mitra","image":"https:\/\/avatars.githubusercontent.com\/u\/50228537?v=4","affiliation":{"@type":"Organization","name":"P3AI"}},{"@type":"Person","@id":"https:\/\/github.com\/Panquesito7","name":"David","image":"https:\/\/avatars.githubusercontent.com\/u\/51391473?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/CouldNot","name":"Dale Dai","image":"https:\/\/avatars.githubusercontent.com\/u\/145884899?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/choyiny","name":"Cho Yin Yong","image":"https:\/\/avatars.githubusercontent.com\/u\/1128055?v=4","affiliation":{"@type":"Organization","name":"Verto Health"}},{"@type":"Person","@id":"https:\/\/github.com\/1227haran","name":"1227haran","image":"https:\/\/avatars.githubusercontent.com\/u\/68032825?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dunderbruno","name":"Bruno Santos","image":"https:\/\/avatars.githubusercontent.com\/u\/7022432?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Bhargavishnu","name":"Glanz","image":"https:\/\/avatars.githubusercontent.com\/u\/38890773?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0009-0007-9483-3394","name":"Abhishek Chakraborty","sameAs":"https:\/\/github.com\/abhishekchak52","image":"https:\/\/avatars.githubusercontent.com\/u\/12121913?v=4","affiliation":{"@type":"Organization","name":"University of Rochester"}},{"@type":"Person","@id":"https:\/\/github.com\/avivfaraj","name":"Aviv Faraj","image":"https:\/\/avatars.githubusercontent.com\/u\/73610201?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0009-0004-2233-5810","name":"Aqib Javid Bhat","sameAs":"https:\/\/github.com\/aqib-m31","image":"https:\/\/avatars.githubusercontent.com\/u\/63852213?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kibolho","name":"Ab\u00edlio Azevedo","image":"https:\/\/avatars.githubusercontent.com\/u\/1197923?v=4","affiliation":{"@type":"Organization","name":"supersetapp.com"}},{"@type":"Person","@id":"https:\/\/github.com\/AnupKumarPanwar2","name":"Anup Kumar Panwar","image":"https:\/\/avatars.githubusercontent.com\/u\/106426941?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/r0sa2","name":"Rohan Saraogi","image":"https:\/\/avatars.githubusercontent.com\/u\/62804340?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/RianGallagher","name":"Rian Gallagher","image":"https:\/\/avatars.githubusercontent.com\/u\/22603971?v=4","affiliation":{"@type":"Organization","name":"EdgeTier"}},{"@type":"Person","@id":"https:\/\/github.com\/RaymondDashWu","name":"RaymondDashWu","image":"https:\/\/avatars.githubusercontent.com\/u\/33266041?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/pluto-tofu","name":"Paarth Goyal","image":"https:\/\/avatars.githubusercontent.com\/u\/138299656?v=4","affiliation":{"@type":"Organization","name":"IIIT Delhi"}},{"@type":"Person","@id":"https:\/\/github.com\/nikolasvargas","name":"N\u00edkolas Vargas","image":"https:\/\/avatars.githubusercontent.com\/u\/12211926?v=4","affiliation":{"@type":"Organization","name":"telessauders"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-0106-4810","name":"Micka\u00ebl Schoentgen","sameAs":"https:\/\/github.com\/BoboTiG","image":"https:\/\/avatars.githubusercontent.com\/u\/2033598?v=4","affiliation":{"@type":"Organization","name":"reader-dict"}},{"@type":"Person","@id":"https:\/\/github.com\/darkstar","name":"Michael D.","image":"https:\/\/avatars.githubusercontent.com\/u\/43795?v=4","affiliation":{"@type":"Organization","name":"Advanced UniByte GmbH"}},{"@type":"Person","@id":"https:\/\/github.com\/mahiuddin-dev","name":"Md Mahiuddin","image":"https:\/\/avatars.githubusercontent.com\/u\/68785084?v=4","affiliation":{"@type":"Organization","name":"AISE TECHNOLOGIES LTD"}},{"@type":"Person","@id":"https:\/\/github.com\/Mrk-Mzj","name":"Marek Mazij","image":"https:\/\/avatars.githubusercontent.com\/u\/112333347?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ManpreetXSingh","name":"Manpreet Singh","image":"https:\/\/avatars.githubusercontent.com\/u\/63737630?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jrinder42","name":"Jordan Rinder","image":"https:\/\/avatars.githubusercontent.com\/u\/8828652?v=4","affiliation":{"@type":"Organization","name":"University of Michigan"}},{"@type":"Person","@id":"https:\/\/github.com\/ehdgua01","name":"KDH","image":"https:\/\/avatars.githubusercontent.com\/u\/22000773?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/JeelGajera","name":"Jeel Gajera","image":"https:\/\/avatars.githubusercontent.com\/u\/83470656?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/CTRL-KHS","name":"ksh.kernel","image":"https:\/\/avatars.githubusercontent.com\/u\/55341533?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/JatinR05","name":"JatinR05","image":"https:\/\/avatars.githubusercontent.com\/u\/71865805?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jenia90","name":"Jenia Dysin","image":"https:\/\/avatars.githubusercontent.com\/u\/5049870?v=4","affiliation":{"@type":"Organization","name":"JPMorganChase"}},{"@type":"Person","@id":"https:\/\/github.com\/yanvoi","name":"Jan Wojciechowski","image":"https:\/\/avatars.githubusercontent.com\/u\/96974442?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Ishani08","name":"Ishani","image":"https:\/\/avatars.githubusercontent.com\/u\/47471305?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jrosellr","name":"Joan Rosell","image":"https:\/\/avatars.githubusercontent.com\/u\/16722585?v=4","affiliation":{"@type":"Organization","name":"Vueling"}},{"@type":"Person","@id":"https:\/\/github.com\/manmita","name":"Manmita Das","image":"https:\/\/avatars.githubusercontent.com\/u\/34617961?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/santoshrajkumar","name":"Santosh Rajkumar","image":"https:\/\/avatars.githubusercontent.com\/u\/18038562?v=4","affiliation":{"@type":"Organization","name":"The Ohio State University"}},{"@type":"Person","@id":"https:\/\/github.com\/saptarshi1996","name":"Saptarshi Sengupta","image":"https:\/\/avatars.githubusercontent.com\/u\/94242536?v=4","affiliation":{"@type":"Organization","name":"Startree"}},{"@type":"Person","@id":"https:\/\/github.com\/sgalpha01","name":"Suyash Gupta","image":"https:\/\/avatars.githubusercontent.com\/u\/42481964?v=4","affiliation":{"@type":"Organization","name":"IIIT Hyderabad"}},{"@type":"Person","@id":"https:\/\/github.com\/SKAUL05","name":"Sarath Kaul","image":"https:\/\/avatars.githubusercontent.com\/u\/13817417?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/sarbajitsaha","name":"Sarbajit Saha","image":"https:\/\/avatars.githubusercontent.com\/u\/8668081?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Satyam-Bhalla","name":"Satyam","image":"https:\/\/avatars.githubusercontent.com\/u\/17814101?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/susmith98","name":"Susmith98","image":"https:\/\/avatars.githubusercontent.com\/u\/33018940?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/sushant4191","name":"Sushant Srivastav","image":"https:\/\/avatars.githubusercontent.com\/u\/63559772?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/SteveKimSR","name":"Steve Kim","image":"https:\/\/avatars.githubusercontent.com\/u\/54872857?v=4","affiliation":{"@type":"Organization","name":"Chungnam Univ, Korea"}},{"@type":"Person","@id":"https:\/\/github.com\/knhash","name":"Shashank S","image":"https:\/\/avatars.githubusercontent.com\/u\/8710439?v=4","affiliation":{"@type":"Organization","name":"Machine Learning @walmart"}},{"@type":"Person","@id":"https:\/\/github.com\/srishtik2310","name":"Srishtik Gurudev Bhandarkar","image":"https:\/\/avatars.githubusercontent.com\/u\/53395406?v=4","affiliation":{"@type":"Organization","name":"NXP Semiconductors Germany GmbH"}},{"@type":"Person","@id":"https:\/\/github.com\/shivams334","name":"Shivam sharma","image":"https:\/\/avatars.githubusercontent.com\/u\/108360839?v=4","affiliation":{"@type":"Organization","name":"TATA CONSULTANCY SERVICES"}},{"@type":"Person","@id":"https:\/\/github.com\/msk4862","name":"Shoaib Asgar","image":"https:\/\/avatars.githubusercontent.com\/u\/24875366?v=4","affiliation":{"@type":"Organization","name":"confluentinc"}},{"@type":"Person","@id":"https:\/\/github.com\/shri30yans","name":"Shriyans Gandhi","image":"https:\/\/avatars.githubusercontent.com\/u\/41372639?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/shubhamsg199","name":"Shubham Ganar","image":"https:\/\/avatars.githubusercontent.com\/u\/67952129?v=4","affiliation":{"@type":"Organization","name":"RedHat"}},{"@type":"Person","@id":"https:\/\/github.com\/siddwarr","name":"Siddharth Warrier","image":"https:\/\/avatars.githubusercontent.com\/u\/117698635?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/skief","name":"Simon Kiefhaber","image":"https:\/\/avatars.githubusercontent.com\/u\/22130699?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ngiachou","name":"Nikos Giachoudis","image":"https:\/\/avatars.githubusercontent.com\/u\/3886035?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/emirot","name":"Nolan Emirot","image":"https:\/\/avatars.githubusercontent.com\/u\/2378256?v=4","affiliation":{"@type":"Organization","name":"Broadcom"}},{"@type":"Person","@id":"https:\/\/github.com\/Ombucha","name":"Omkaar","image":"https:\/\/avatars.githubusercontent.com\/u\/79257339?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/P-Shreyas-Shetty","name":"P Shreyas Shetty","image":"https:\/\/avatars.githubusercontent.com\/u\/24971950?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/PaulAdutwum","name":"Paul Adutwum","image":"https:\/\/avatars.githubusercontent.com\/u\/175441896?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Paradact","name":"Paradact","image":"https:\/\/avatars.githubusercontent.com\/u\/44441385?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/parth-paradkar","name":"Parth Paradkar","image":"https:\/\/avatars.githubusercontent.com\/u\/45004153?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0009-0004-3426-2014","name":"Parth Pawar","sameAs":"https:\/\/github.com\/ParthPawar10","image":"https:\/\/avatars.githubusercontent.com\/u\/207589112?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ZeroDayOwl","name":"Paul","image":"https:\/\/avatars.githubusercontent.com\/u\/56065602?v=4","affiliation":{"@type":"Organization","name":"Oulun yliopisto"}},{"@type":"Person","@id":"https:\/\/github.com\/Kpraful","name":"Praful Katare","image":"https:\/\/avatars.githubusercontent.com\/u\/47990928?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/debnath003","name":"Pronay Debnath","image":"https:\/\/avatars.githubusercontent.com\/u\/111655536?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/radadiyamohit81","name":"Mohit Radadiya","image":"https:\/\/avatars.githubusercontent.com\/u\/30775542?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0009-0003-9979-6028","name":"Raghav","sameAs":"https:\/\/github.com\/Raghav-Bell","image":"https:\/\/avatars.githubusercontent.com\/u\/83136390?v=4","affiliation":{"@type":"Organization","name":"IBM @qiskit-advocate"}},{"@type":"Person","@id":"https:\/\/github.com\/ksr1122","name":"Ravi Kandasamy Sundaram","image":"https:\/\/avatars.githubusercontent.com\/u\/1213518?v=4","affiliation":{"@type":"Organization","name":"Luxoft US"}},{"@type":"Person","@id":"https:\/\/github.com\/d0io0","name":"d0io0","image":"https:\/\/avatars.githubusercontent.com\/u\/72991109?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/HopeTS","name":"Hope \/ Jenna","image":"https:\/\/avatars.githubusercontent.com\/u\/38134516?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Rolv-Apneseth","name":"Rolv Apneseth","image":"https:\/\/avatars.githubusercontent.com\/u\/69486699?v=4","affiliation":{"@type":"Organization","name":"Red Hat"}},{"@type":"Person","@id":"https:\/\/github.com\/ronaldngounou","name":"Ronald Ngounou","image":"https:\/\/avatars.githubusercontent.com\/u\/74538524?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/SajeevSenthil","name":"S Sajeev","image":"https:\/\/avatars.githubusercontent.com\/u\/167018420?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/CSenshi","name":"Saba Pochkhua","image":"https:\/\/avatars.githubusercontent.com\/u\/27967284?v=4","affiliation":{"@type":"Organization","name":"supabase"}},{"@type":"Person","@id":"https:\/\/github.com\/dhruvtrigotra","name":"dhruvtrigotra","image":"https:\/\/avatars.githubusercontent.com\/u\/72982592?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/essut","name":"Edwin Sutanto","image":"https:\/\/avatars.githubusercontent.com\/u\/70097106?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/eightysixth","name":"eightysixth","image":"https:\/\/avatars.githubusercontent.com\/u\/25541207?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/fa1l","name":"Stepan Pletnev","image":"https:\/\/avatars.githubusercontent.com\/u\/19634523?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gpapadok","name":"gpapadok","image":"https:\/\/avatars.githubusercontent.com\/u\/38889721?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/happiestbee","name":"happiestbee","image":"https:\/\/avatars.githubusercontent.com\/u\/87628038?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jonabtc","name":"jonabtc","image":"https:\/\/avatars.githubusercontent.com\/u\/39396756?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/MRJPEREZR","name":"jperezr","image":"https:\/\/avatars.githubusercontent.com\/u\/122382210?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jwmneu","name":"jwmneu","image":"https:\/\/avatars.githubusercontent.com\/u\/3864344?v=4","affiliation":{"@type":"Organization","name":"Techshino"}},{"@type":"Person","@id":"https:\/\/github.com\/shuklalok","name":"Alok Shukla","image":"https:\/\/avatars.githubusercontent.com\/u\/20066073?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kostogls","name":"kostogls","image":"https:\/\/avatars.githubusercontent.com\/u\/38495639?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/robohie","name":"robohie","image":"https:\/\/avatars.githubusercontent.com\/u\/134888791?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/sadiqebrahim","name":"sadiqebrahim","image":"https:\/\/avatars.githubusercontent.com\/u\/75269485?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/sharmapulkit04","name":"sharmapulkit04","image":"https:\/\/avatars.githubusercontent.com\/u\/39304055?v=4","affiliation":{"@type":"Organization","name":"IIT (BHU)"}},{"@type":"Person","@id":"https:\/\/github.com\/umsh1ume","name":"Umesh Malhotra","image":"https:\/\/avatars.githubusercontent.com\/u\/16626539?v=4","affiliation":{"@type":"Organization","name":"razorpay"}},{"@type":"Person","@id":"https:\/\/github.com\/weixuanhu","name":"hwx","image":"https:\/\/avatars.githubusercontent.com\/u\/44716380?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ziyzhu","name":"Ziyuan Zhu","image":"https:\/\/avatars.githubusercontent.com\/u\/48337051?v=4","affiliation":{"@type":"Organization","name":"Amazon"}},{"@type":"Person","@id":"https:\/\/github.com\/zakademic","name":"zakademic","image":"https:\/\/avatars.githubusercontent.com\/u\/67771932?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/zefr0x","name":"zefr0x","image":"https:\/\/avatars.githubusercontent.com\/u\/65136727?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/abhikmp","name":"Abhijeeth S","image":"https:\/\/avatars.githubusercontent.com\/u\/35632653?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0009-0009-9461-4313","name":"Adithya Awati","sameAs":"https:\/\/github.com\/p1utoze","image":"https:\/\/avatars.githubusercontent.com\/u\/64393108?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Tauseef-Hilal","name":"Tauseef Tantary","image":"https:\/\/avatars.githubusercontent.com\/u\/67793598?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/tielarose","name":"Tiela Rose Black-Law","image":"https:\/\/avatars.githubusercontent.com\/u\/26930264?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Tithi234","name":"Tithi Joshi","image":"https:\/\/avatars.githubusercontent.com\/u\/203984855?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/TobiDueces","name":"TobiDueces","image":"https:\/\/avatars.githubusercontent.com\/u\/44579378?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Txbias","name":"Tobias Hettler","image":"https:\/\/avatars.githubusercontent.com\/u\/38182275?v=4","affiliation":{"@type":"Organization","name":"LMU"}},{"@type":"Person","@id":"https:\/\/github.com\/tonydelanuez","name":"Tony De La Nuez","image":"https:\/\/avatars.githubusercontent.com\/u\/17029312?v=4","affiliation":{"@type":"Organization","name":"Discord"}},{"@type":"Person","@id":"https:\/\/github.com\/Jiang15","name":"Wei Jiang","image":"https:\/\/avatars.githubusercontent.com\/u\/42140605?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/wenhongg","name":"Wen Hong","image":"https:\/\/avatars.githubusercontent.com\/u\/35587716?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/WilliamHYZhang","name":"William Zhang","image":"https:\/\/avatars.githubusercontent.com\/u\/39932068?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/yaadhuu","name":"Yaadhuu","image":"https:\/\/avatars.githubusercontent.com\/u\/170235148?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/YasirChoudhary","name":"Yasir Choudhary","image":"https:\/\/avatars.githubusercontent.com\/u\/30903026?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/YASWANTH1976","name":"Yaswanth Naga Sai K","image":"https:\/\/avatars.githubusercontent.com\/u\/140506928?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Jiang-zzz","name":"Jiang","image":"https:\/\/avatars.githubusercontent.com\/u\/46098501?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gupta2140","name":"Aman Gupta","image":"https:\/\/avatars.githubusercontent.com\/u\/23122464?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/slowy07","name":"arfy slowy","image":"https:\/\/avatars.githubusercontent.com\/u\/40540262?v=4","affiliation":{"@type":"Organization","name":"Warga Slowy"}},{"@type":"Person","@id":"https:\/\/github.com\/arijit-pande","name":"Arijit_Pande","image":"https:\/\/avatars.githubusercontent.com\/u\/4638712?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/b1o0d4x3","name":"Shibasis Patel","image":"https:\/\/avatars.githubusercontent.com\/u\/24693258?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/bT-53","name":"bT-53","image":"https:\/\/avatars.githubusercontent.com\/u\/21175291?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/cschuerc","name":"cschuerc","image":"https:\/\/avatars.githubusercontent.com\/u\/57899042?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AVAniketh0905","name":"dekomori_sanae09","image":"https:\/\/avatars.githubusercontent.com\/u\/95468529?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dheerajreddymumma","name":"dheerajreddymumma","image":"https:\/\/avatars.githubusercontent.com\/u\/7849022?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/zqbake","name":"BAKEZQ","image":"https:\/\/avatars.githubusercontent.com\/u\/29366130?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/arcsinecosine","name":"Ben","image":"https:\/\/avatars.githubusercontent.com\/u\/34241521?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Bisma-Nadeemm","name":"Bisma nadeem","image":"https:\/\/avatars.githubusercontent.com\/u\/130698042?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/frangiz","name":"Bj\u00f6rn Olsson Jarl","image":"https:\/\/avatars.githubusercontent.com\/u\/11444430?v=4","affiliation":{"@type":"Organization","name":"Bj\u00f6rn Olsson Jarl AB"}},{"@type":"Person","@id":"https:\/\/github.com\/drinkertea","name":"Boris Galochkin","image":"https:\/\/avatars.githubusercontent.com\/u\/23703391?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/BruceLee569","name":"\u8fb0\u51a2","image":"https:\/\/avatars.githubusercontent.com\/u\/49506152?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/CenTdemeern1","name":"Charlotte Herngreen","image":"https:\/\/avatars.githubusercontent.com\/u\/24682280?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/coleman2246","name":"coleman2246","image":"https:\/\/avatars.githubusercontent.com\/u\/30614241?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/danmurphy1217","name":"Dan Murphy","image":"https:\/\/avatars.githubusercontent.com\/u\/48813027?v=4","affiliation":{"@type":"Organization","name":"ComunHQ"}},{"@type":"Person","@id":"https:\/\/github.com\/NielXu","name":"Daniel Xu","image":"https:\/\/avatars.githubusercontent.com\/u\/21092425?v=4","affiliation":{"@type":"Organization","name":"verto-health"}},{"@type":"Person","@id":"https:\/\/github.com\/dannylarge144","name":"Daniela Large","image":"https:\/\/avatars.githubusercontent.com\/u\/133594563?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/erdum","name":"Erdum","image":"https:\/\/avatars.githubusercontent.com\/u\/68533953?v=4","affiliation":{"@type":"Organization","name":"skillscore"}},{"@type":"Person","@id":"https:\/\/github.com\/FrogBattle","name":"alexander.sim@yahoo.com","image":"https:\/\/avatars.githubusercontent.com\/u\/44649323?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/GeorgeChara","name":"George Charalambous","image":"https:\/\/avatars.githubusercontent.com\/u\/11294874?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0003-4468-5972","name":"Hao LI","sameAs":"https:\/\/github.com\/Leo-LiHao","image":"https:\/\/avatars.githubusercontent.com\/u\/8520588?v=4","affiliation":{"@type":"Organization","name":"Queen's University"}},{"@type":"Person","@id":"https:\/\/github.com\/Hasenn","name":"Hasenn","image":"https:\/\/avatars.githubusercontent.com\/u\/20937891?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/haryunio","name":"Haryun","image":"https:\/\/avatars.githubusercontent.com\/u\/18437628?v=4","affiliation":{"@type":"Organization","name":"FIG"}},{"@type":"Person","@id":"https:\/\/github.com\/Himan10","name":"Himan10","image":"https:\/\/avatars.githubusercontent.com\/u\/33115688?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Himanshutomar31","name":"Himanshu Tomar","image":"https:\/\/avatars.githubusercontent.com\/u\/22080622?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Hocnonsense","name":"Aoran Hu","image":"https:\/\/avatars.githubusercontent.com\/u\/48747984?v=4","affiliation":{"@type":"Organization","name":"\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66"}},{"@type":"Person","@id":"https:\/\/github.com\/imengus","name":"Ilkin","image":"https:\/\/avatars.githubusercontent.com\/u\/113149540?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/97arushisharma","name":"Arushi Sharma","image":"https:\/\/avatars.githubusercontent.com\/u\/23057357?v=4","affiliation":{"@type":"Organization","name":"Goldman Sachs"}},{"@type":"Person","@id":"https:\/\/github.com\/Aarav-Arya","name":"Aarav Arya","image":"https:\/\/avatars.githubusercontent.com\/u\/159852168?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-3669-6172","name":"Abdeldjaouad Nusayr Medakene","sameAs":"https:\/\/github.com\/DjaouadNM","image":"https:\/\/avatars.githubusercontent.com\/u\/31663979?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/haxkd","name":"Abul Hasan","image":"https:\/\/avatars.githubusercontent.com\/u\/33129246?v=4","affiliation":{"@type":"Organization","name":"haxkd"}},{"@type":"Person","@id":"https:\/\/github.com\/R055A","name":"Adam Ross","image":"https:\/\/avatars.githubusercontent.com\/u\/14985050?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jpyces","name":"Advik Sharma","image":"https:\/\/avatars.githubusercontent.com\/u\/70201060?v=4","affiliation":{"@type":"Organization","name":"University of Washington"}},{"@type":"Person","@id":"https:\/\/github.com\/AkashAli506","name":"Akash Ali","image":"https:\/\/avatars.githubusercontent.com\/u\/45498607?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AksharGoyal","name":"Akshar Goyal","image":"https:\/\/avatars.githubusercontent.com\/u\/38995624?v=4","affiliation":{"@type":"Organization","name":"AdeptMind"}},{"@type":"Person","@id":"https:\/\/github.com\/akshaykumar2505","name":"Akshay Kumar","image":"https:\/\/avatars.githubusercontent.com\/u\/24929599?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/echoaj","name":"Alex Joslin","image":"https:\/\/avatars.githubusercontent.com\/u\/22829617?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/codecalec","name":"Alex Veltman","image":"https:\/\/avatars.githubusercontent.com\/u\/16204819?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AMANKANOJIYA","name":"Aman kanojiya","image":"https:\/\/avatars.githubusercontent.com\/u\/50018596?v=4","affiliation":{"@type":"Organization","name":"IIT Dhanbad"}},{"@type":"Person","@id":"https:\/\/github.com\/Miranda13","name":"Anamaria Miranda","image":"https:\/\/avatars.githubusercontent.com\/u\/13924267?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/anirudnits","name":"Aniruddha Bhattacharjee","image":"https:\/\/avatars.githubusercontent.com\/u\/25305301?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/ank426","name":"Ankit Avinash","image":"https:\/\/avatars.githubusercontent.com\/u\/128812932?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/rajansh87","name":"Anshraj Shrivastava","image":"https:\/\/avatars.githubusercontent.com\/u\/42239140?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AnshuSharma111","name":"Anshu Sharma","image":"https:\/\/avatars.githubusercontent.com\/u\/142900182?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/antfitch","name":"Amanda Fitch","image":"https:\/\/avatars.githubusercontent.com\/u\/18406675?v=4","affiliation":{"@type":"Organization","name":":-)"}},{"@type":"Person","@id":"https:\/\/github.com\/THEGAMECHANGER416","name":"Arnav Kohli","image":"https:\/\/avatars.githubusercontent.com\/u\/95236897?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Aroson1","name":"Aroson","image":"https:\/\/avatars.githubusercontent.com\/u\/74296409?v=4","affiliation":{"@type":"Organization","name":"Alienx Atomic"}},{"@type":"Person","@id":"https:\/\/github.com\/Ashley-J-George","name":"Ashley Jeji George","image":"https:\/\/avatars.githubusercontent.com\/u\/40469421?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/sirex","name":"Mantas Zimnickas","image":"https:\/\/avatars.githubusercontent.com\/u\/297583?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/marcoscannabrava","name":"Marcos Cannabrava","image":"https:\/\/avatars.githubusercontent.com\/u\/54267712?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Martmists-GH","name":"Martmists","image":"https:\/\/avatars.githubusercontent.com\/u\/16361449?v=4","affiliation":{"@type":"Organization","name":"ClarityCafe"}},{"@type":"Person","@id":"https:\/\/github.com\/Mary-0165","name":"Mary-0165","image":"https:\/\/avatars.githubusercontent.com\/u\/146911989?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/matteomessmer","name":"Matteo Messmer","image":"https:\/\/avatars.githubusercontent.com\/u\/40521259?v=4","affiliation":{"@type":"Organization","name":"LeanEvolution"}},{"@type":"Person","@id":"https:\/\/github.com\/MatthewG25","name":"Matthew","image":"https:\/\/avatars.githubusercontent.com\/u\/25006383?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mrmaxguns","name":"Maxim Rebguns","image":"https:\/\/avatars.githubusercontent.com\/u\/49735721?v=4","affiliation":{"@type":"Organization","name":"Student, University of Texas at Austin"}},{"@type":"Person","@id":"https:\/\/github.com\/mahbubcseju","name":"Md. Mahbubur Rahman","image":"https:\/\/avatars.githubusercontent.com\/u\/9093289?v=4","affiliation":{"@type":"Organization","name":"Iowa State University"}},{"@type":"Person","@id":"https:\/\/github.com\/megpay","name":"Megan Payne","image":"https:\/\/avatars.githubusercontent.com\/u\/1833295?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/MichaelCurrin","name":"Michael Currin","image":"https:\/\/avatars.githubusercontent.com\/u\/18750745?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Miggelito","name":"Miggelito","image":"https:\/\/avatars.githubusercontent.com\/u\/22896020?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/cybov","name":"Mikail Farid","image":"https:\/\/avatars.githubusercontent.com\/u\/23634932?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mitheelgajare","name":"Mitheel","image":"https:\/\/avatars.githubusercontent.com\/u\/81575947?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Moddy2024","name":"Modassir Afzal","image":"https:\/\/avatars.githubusercontent.com\/u\/60973906?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-9886-5592","name":"Lukas Kleybolte","sameAs":"https:\/\/github.com\/Mozartuss","image":"https:\/\/avatars.githubusercontent.com\/u\/32893711?v=4","affiliation":{"@type":"Organization","name":"Technical University of Applied Sciences Augsburg"}},{"@type":"Person","@id":"https:\/\/github.com\/lablnet","name":"Muhammad Umer Farooq","image":"https:\/\/avatars.githubusercontent.com\/u\/27757785?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/murilo-goncalves","name":"Murilo Gon\u00e7alves","image":"https:\/\/avatars.githubusercontent.com\/u\/38800183?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nkpro2000sr","name":"NAVEEN S R","image":"https:\/\/avatars.githubusercontent.com\/u\/56086391?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nbrgr","name":"Nathan Berger","image":"https:\/\/avatars.githubusercontent.com\/u\/1306870?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/NEERAJAP2001","name":"Neeraj Ap","image":"https:\/\/avatars.githubusercontent.com\/u\/65017645?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/creatornadiran","name":"Nadirhan \u015eahin","image":"https:\/\/avatars.githubusercontent.com\/u\/73655475?v=4","affiliation":{"@type":"Organization","name":"Dokuz Eyl\u00fcl University"}},{"@type":"Person","@id":"https:\/\/github.com\/ialoko","name":"Iyiola Aloko","image":"https:\/\/avatars.githubusercontent.com\/u\/48067557?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/JeevaRamanathan","name":"JeevaRamanathan","image":"https:\/\/avatars.githubusercontent.com\/u\/64531160?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jai-dewani","name":"Jai Kumar Dewani","image":"https:\/\/avatars.githubusercontent.com\/u\/33520257?v=4","affiliation":{"@type":"Organization","name":"Carl Zeiss"}},{"@type":"Person","@id":"https:\/\/github.com\/allarobot","name":"Jay","image":"https:\/\/avatars.githubusercontent.com\/u\/14209812?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/joesinghh","name":"Jogendra Singh","image":"https:\/\/avatars.githubusercontent.com\/u\/58473917?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/juliaaragao","name":"Julia Arag\u00e3o","image":"https:\/\/avatars.githubusercontent.com\/u\/101305675?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/JadeKim042386","name":"Juyoung Kim","image":"https:\/\/avatars.githubusercontent.com\/u\/61103343?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-5579-5360","name":"J\u00e9rome Eertmans","sameAs":"https:\/\/github.com\/jeertmans","image":"https:\/\/avatars.githubusercontent.com\/u\/27275099?v=4","affiliation":{"@type":"Organization","name":"UCLouvain"}},{"@type":"Person","@id":"https:\/\/github.com\/kyscg","name":"kyscg","image":"https:\/\/avatars.githubusercontent.com\/u\/35304641?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kituuu","name":"Karthik","image":"https:\/\/avatars.githubusercontent.com\/u\/66073214?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/KPLauritzen","name":"Kasper Primdal Lauritzen","image":"https:\/\/avatars.githubusercontent.com\/u\/814491?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kavienanj","name":"Kavienan J","image":"https:\/\/avatars.githubusercontent.com\/u\/45987371?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ken437","name":"Kenneth P","image":"https:\/\/avatars.githubusercontent.com\/u\/41343159?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nkstonks","name":"Kento","image":"https:\/\/avatars.githubusercontent.com\/u\/75509362?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/KushagraMakharia","name":"Kushagra Makharia","image":"https:\/\/avatars.githubusercontent.com\/u\/17781706?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kylepw","name":"Kyle","image":"https:\/\/avatars.githubusercontent.com\/u\/40903431?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Lonercode","name":"Lonercode","image":"https:\/\/avatars.githubusercontent.com\/u\/91500485?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Luk-ESC","name":"Lukas Eschbacher","image":"https:\/\/avatars.githubusercontent.com\/u\/55601315?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/FishyGitHubUser","name":"Mr Fish","image":"https:\/\/avatars.githubusercontent.com\/u\/129918860?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/MadyDixit","name":"Madhav<Code>","image":"https:\/\/avatars.githubusercontent.com\/u\/25062617?v=4","affiliation":{"@type":"Organization","name":"Deloitte USI"}},{"@type":"Person","@id":"https:\/\/github.com\/Akash-Jambulkar","name":"Akash Jambulkar","image":"https:\/\/avatars.githubusercontent.com\/u\/97665573?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AkhilYadavPadala","name":"PADALA AKHIL NANDU YADAV","image":"https:\/\/avatars.githubusercontent.com\/u\/142014008?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AkshajV1309","name":"AkshajV1309","image":"https:\/\/avatars.githubusercontent.com\/u\/79909101?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/NinjaSoulPirate","name":"Akshay B Shetty","image":"https:\/\/avatars.githubusercontent.com\/u\/107768228?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AkshitGulyan","name":"Akshit Gulyan","image":"https:\/\/avatars.githubusercontent.com\/u\/103456810?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Alanzz","name":"Alan Paul","image":"https:\/\/avatars.githubusercontent.com\/u\/57307037?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/shuhao-alan-fan","name":"Alan718","image":"https:\/\/avatars.githubusercontent.com\/u\/75001847?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/BobTheBuilder44","name":"BobTheBuilder44","image":"https:\/\/avatars.githubusercontent.com\/u\/121297991?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/akashvshroff","name":"Akash Vikram Shroff","image":"https:\/\/avatars.githubusercontent.com\/u\/63399889?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/KumarUniverse","name":"Akash Kumar","image":"https:\/\/avatars.githubusercontent.com\/u\/34189485?v=4","affiliation":{"@type":"Organization","name":"Penn State University"}},{"@type":"Person","@id":"https:\/\/github.com\/ajinkyac03","name":"Ajinkya Chikhale","image":"https:\/\/avatars.githubusercontent.com\/u\/86607732?v=4","affiliation":{"@type":"Organization","name":"TrueSparrowSystems"}},{"@type":"Person","@id":"https:\/\/github.com\/AhmedHaj","name":"Ahmed Haj Abdel Khaleq","image":"https:\/\/avatars.githubusercontent.com\/u\/31858489?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ahmadharbi0x1337","name":"Ahmad Alharbi","image":"https:\/\/avatars.githubusercontent.com\/u\/209520638?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Ahish9009","name":"Ahish Deshpande","image":"https:\/\/avatars.githubusercontent.com\/u\/26454938?v=4","affiliation":{"@type":"Organization","name":"Carnegie Mellon University"}},{"@type":"Person","@id":"https:\/\/github.com\/agnivg","name":"Agniv Ghosh","image":"https:\/\/avatars.githubusercontent.com\/u\/73717822?v=4","affiliation":{"@type":"Organization","name":"IIM Bangalore"}},{"@type":"Person","@id":"https:\/\/github.com\/AxSmasher44","name":"Advik Kulkarni","image":"https:\/\/avatars.githubusercontent.com\/u\/56193714?v=4","affiliation":{"@type":"Organization","name":"BITS Pilani"}},{"@type":"Person","@id":"https:\/\/github.com\/Aman333Saxena","name":"Aman Saxena","image":"https:\/\/avatars.githubusercontent.com\/u\/48122342?v=4","affiliation":{"@type":"Organization","name":"ZS Associates"}},{"@type":"Person","@id":"https:\/\/github.com\/amangupta0709","name":"Aman Gupta","image":"https:\/\/avatars.githubusercontent.com\/u\/53354515?v=4","affiliation":{"@type":"Organization","name":"Deustche Bank"}},{"@type":"Person","@id":"https:\/\/github.com\/alvinphilips","name":"Alvin Philips","image":"https:\/\/avatars.githubusercontent.com\/u\/35161185?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/bekbayev","name":"Almas Bekbayev","image":"https:\/\/avatars.githubusercontent.com\/u\/121730304?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AliabbasMerchant","name":"Aliabbas Merchant","image":"https:\/\/avatars.githubusercontent.com\/u\/32998057?v=4","affiliation":{"@type":"Organization","name":"VJTI, Mumbai"}},{"@type":"Person","@id":"https:\/\/github.com\/alirashidAR","name":"Ali Rashid","image":"https:\/\/avatars.githubusercontent.com\/u\/110668489?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Alfredoxrock","name":"Alfredo Hernandez Baeza","image":"https:\/\/avatars.githubusercontent.com\/u\/51101050?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Alfro","name":"Alfonso Rodr\u00edguez Pereira","image":"https:\/\/avatars.githubusercontent.com\/u\/11334172?v=4","affiliation":{"@type":"Organization","name":"QuoIntelligence"}},{"@type":"Person","@id":"https:\/\/github.com\/alfinwilliam","name":"Alfin William","image":"https:\/\/avatars.githubusercontent.com\/u\/29281632?v=4","affiliation":{"@type":"Organization","name":"Product Engineer"}},{"@type":"Person","@id":"https:\/\/github.com\/AlexandreVelloso","name":"Alexandre Velloso","image":"https:\/\/avatars.githubusercontent.com\/u\/4320811?v=4","affiliation":{"@type":"Organization","name":" FanDuel"}},{"@type":"Person","@id":"https:\/\/github.com\/alexn11","name":"Alexandre De Zotti","image":"https:\/\/avatars.githubusercontent.com\/u\/6965453?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AlexLeka98","name":"Aleksander","image":"https:\/\/avatars.githubusercontent.com\/u\/32596824?v=4","affiliation":{"@type":"Organization","name":"Luwees"}},{"@type":"Person","@id":"https:\/\/github.com\/acrulopez","name":"Alex de la Cruz","image":"https:\/\/avatars.githubusercontent.com\/u\/46356295?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/BigAlsCode","name":"Alex Bernhardt","image":"https:\/\/avatars.githubusercontent.com\/u\/54606095?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ale-molinari","name":"Alessandro Molinari","image":"https:\/\/avatars.githubusercontent.com\/u\/242365275?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Ale3androsS","name":"Ale3androsS","image":"https:\/\/avatars.githubusercontent.com\/u\/37119970?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Adityanagraj","name":"Aditya N","image":"https:\/\/avatars.githubusercontent.com\/u\/42292430?v=4","affiliation":{"@type":"Organization","name":"Barq"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0009-0009-5722-3225","name":"Abhijit Kumar Singh","sameAs":"https:\/\/github.com\/IAteNoodles","image":"https:\/\/avatars.githubusercontent.com\/u\/90202919?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Abdujabbar","name":"Abdujabbar Mirkhalikov (\u0410\u0431\u0434\u0443\u0436\u0430\u0431\u0431\u0430\u0440 \u041c\u0438\u0440\u0445\u0430\u043b\u0438\u043a\u043e\u0432)","image":"https:\/\/avatars.githubusercontent.com\/u\/2087952?v=4","affiliation":{"@type":"Organization","name":"Self Employment"}},{"@type":"Person","@id":"https:\/\/github.com\/abdoulayegk","name":"Abdoulaye Balde","image":"https:\/\/avatars.githubusercontent.com\/u\/51192943?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AashayShingre","name":"Aashay Shingre","image":"https:\/\/avatars.githubusercontent.com\/u\/20688918?v=4","affiliation":{"@type":"Organization","name":"juspay"}},{"@type":"Person","@id":"https:\/\/github.com\/iaaryanraj","name":"Aaryan Raj","image":"https:\/\/avatars.githubusercontent.com\/u\/97806283?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AaryaBalwadkar","name":"Aarya Balwadkar","image":"https:\/\/avatars.githubusercontent.com\/u\/142713127?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/aaronjohnson92","name":"aaronjohnson92","image":"https:\/\/avatars.githubusercontent.com\/u\/38840150?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/anubabajide","name":"Aanuoluwapo Babajide","image":"https:\/\/avatars.githubusercontent.com\/u\/46856621?v=4","affiliation":{"@type":"Organization","name":"UBS"}},{"@type":"Person","@id":"https:\/\/github.com\/0APOCALYPSE0","name":"Aakash Giri","image":"https:\/\/avatars.githubusercontent.com\/u\/32523200?v=4","affiliation":{"@type":"Organization","name":"Deloitte"}},{"@type":"Person","@id":"https:\/\/github.com\/aakashdinkar","name":"Aakash Dinkar","image":"https:\/\/avatars.githubusercontent.com\/u\/35952953?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Acuspeedster","name":"ARNAV RAJ","image":"https:\/\/avatars.githubusercontent.com\/u\/126798788?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/aniruddhaadak80","name":"ANIRUDDHA ADAK","image":"https:\/\/avatars.githubusercontent.com\/u\/127435065?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/anant-jain01","name":"ANANT JAIN","image":"https:\/\/avatars.githubusercontent.com\/u\/139585700?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/MathewAddala","name":"ADDALA MATHEW","image":"https:\/\/avatars.githubusercontent.com\/u\/220877534?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kirisoraa","name":"Gleb Shvartser","image":"https:\/\/avatars.githubusercontent.com\/u\/62215043?v=4","affiliation":{"@type":"Organization","name":"Bar Ilan University"}},{"@type":"Person","@id":"https:\/\/github.com\/5ur3","name":"5ur3","image":"https:\/\/avatars.githubusercontent.com\/u\/43802815?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AdityaAtoZ","name":"Aditya","image":"https:\/\/avatars.githubusercontent.com\/u\/129844626?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/adityasharma1234","name":"Aditya Sharma","image":"https:\/\/avatars.githubusercontent.com\/u\/32771292?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/m-aditya","name":"Aditya Menon","image":"https:\/\/avatars.githubusercontent.com\/u\/27936970?v=4","affiliation":{"@type":"Organization","name":"karnivalpro"}},{"@type":"Person","@id":"https:\/\/github.com\/adMenon","name":"Aditya Haridas Menon","image":"https:\/\/avatars.githubusercontent.com\/u\/30809681?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/aditiagarwal34550","name":"Aditi Agarwal","image":"https:\/\/avatars.githubusercontent.com\/u\/31546143?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/lordsarcastic","name":"lordsarcastic","image":"https:\/\/avatars.githubusercontent.com\/u\/33290249?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AdePhil","name":"Adebisi Ahmed","image":"https:\/\/avatars.githubusercontent.com\/u\/20032671?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Adarshsidnal","name":"Adarsh Sidnal","image":"https:\/\/avatars.githubusercontent.com\/u\/97141741?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AdarshAcharya5","name":"Adarsh Acharya","image":"https:\/\/avatars.githubusercontent.com\/u\/132294330?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/coderpower0","name":"Adam","image":"https:\/\/avatars.githubusercontent.com\/u\/34916469?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/coderbeta1","name":"Achal Jain","image":"https:\/\/avatars.githubusercontent.com\/u\/72234861?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AbhishekVarshney98","name":"AbhishekVarshney98","image":"https:\/\/avatars.githubusercontent.com\/u\/41852265?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/abhishekmulik","name":"Abhishek Mulik","image":"https:\/\/avatars.githubusercontent.com\/u\/66154400?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/atarax665","name":"Abhinav Anand","image":"https:\/\/avatars.githubusercontent.com\/u\/29673671?v=4","affiliation":{"@type":"Organization","name":"Swiggy"}},{"@type":"Person","@id":"https:\/\/github.com\/abhinand-c","name":"Abhinand C","image":"https:\/\/avatars.githubusercontent.com\/u\/44578852?v=4","affiliation":{"@type":"Organization","name":"strollby"}},{"@type":"Person","@id":"https:\/\/github.com\/Abhijitpatil19","name":"Abhijit Patil","image":"https:\/\/avatars.githubusercontent.com\/u\/47861097?v=4"}],"url":"https:\/\/thealgorithms.github.io\/Python\/","dateCreated":"2016-07-16T09:44:01+02:00","dateModified":"2026-11-02T11:10:36+01:00","license":["https:\/\/spdx.org\/licenses\/MIT.html"],"about":[{"@id":"http:\/\/bigdatau.org\/dseo#Python","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/bigdatau.org\/dseo","termCode":"Python","url":"http:\/\/bigdatau.org\/dseo#Python","name":"Python"}]},{"@context":"https:\/\/schema.org","@type":"LearningResource","@id":"https:\/\/github.com\/mlabonne\/llm-course","http:\/\/purl.org\/dc\/terms\/conformsTo":{"@id":"https:\/\/bioschemas.org\/profiles\/TrainingMaterial\/1.0-RELEASE","@type":"CreativeWork"},"description":"Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.","keywords":"Large language models, Python, Machine learning, Artificial intelligence","name":"mlabonne\/llm-course","author":[{"@type":"Person","name":"Maxime Labonne","@id":"https:\/\/github.com\/mlabonne","description":"Head of Post-Training @ Liquid AI","image":"https:\/\/avatars.githubusercontent.com\/u\/81252890?v=4","url":"https:\/\/mlabonne.github.io\/blog","sameAs":["https:\/\/twitter.com\/maximelabonne"],"affiliation":{"@type":"Organization","name":"Liquid AI"}}],"contributor":[{"@type":"Person","@id":"https:\/\/github.com\/mlabonne","name":"Maxime Labonne","image":"https:\/\/avatars.githubusercontent.com\/u\/81252890?v=4","affiliation":{"@type":"Organization","name":"Liquid AI"}},{"@type":"Person","@id":"https:\/\/github.com\/pitmonticone","name":"Pietro Monticone","image":"https:\/\/avatars.githubusercontent.com\/u\/38562595?v=4","affiliation":{"@type":"Organization","name":"Harmonic"}},{"@type":"Person","@id":"https:\/\/github.com\/Shrinija17","name":"Shrinija Kummari","image":"https:\/\/avatars.githubusercontent.com\/u\/199155426?v=4","affiliation":{"@type":"Organization","name":"JustPaid"}}],"url":"https:\/\/mlabonne.github.io\/blog\/","dateCreated":"2023-06-17T22:16:25+02:00","dateModified":"2026-11-02T11:24:52+01:00","license":["https:\/\/spdx.org\/licenses\/Apache-2.0.html"],"about":[{"@id":"https:\/\/www.wikidata.org\/wiki\/Q115305900","@type":"DefinedTerm","inDefinedTermSet":"https:\/\/www.wikidata.org\/wiki\/","termCode":"Q115305900","url":"https:\/\/www.wikidata.org\/wiki\/Q115305900","name":" large language model"},{"@id":"http:\/\/bigdatau.org\/dseo#Python","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/bigdatau.org\/dseo","termCode":"Python","url":"http:\/\/bigdatau.org\/dseo#Python","name":"Python"},{"@id":"http:\/\/edamontology.org\/topic_3474","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/edamontology.org","termCode":"topic_3474","url":"http:\/\/edamontology.org\/topic_3474","name":"Machine learning"},{"@id":"https:\/\/www.wikidata.org\/wiki\/Q11660","@type":"DefinedTerm","inDefinedTermSet":"https:\/\/www.wikidata.org\/wiki\/","termCode":"Q11660","url":"https:\/\/www.wikidata.org\/wiki\/Q11660","name":"artificial intelligence"}]},{"@context":"https:\/\/schema.org","@type":"LearningResource","@id":"https:\/\/github.com\/rust-lang\/rustlings","http:\/\/purl.org\/dc\/terms\/conformsTo":{"@id":"https:\/\/bioschemas.org\/profiles\/TrainingMaterial\/1.0-RELEASE","@type":"CreativeWork"},"description":":crab: Small exercises to get you used to reading and writing Rust code!","keywords":"Rust","name":"rust-lang\/rustlings","author":[{"@type":"Organization","name":"The Rust Programming Language","@id":"https:\/\/github.com\/rust-lang","email":"contact@rust-lang.org","image":"https:\/\/avatars.githubusercontent.com\/u\/5430905?v=4","url":"https:\/\/www.rust-lang.org"}],"contributor":[{"@type":"Person","@id":"https:\/\/github.com\/mo8it","name":"Mo Bitar","image":"https:\/\/avatars.githubusercontent.com\/u\/76752051?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/manyinsects","name":"liv","image":"https:\/\/avatars.githubusercontent.com\/u\/6445316?v=4","affiliation":{"@type":"Organization","name":"neighbourhoodie"}},{"@type":"Person","@id":"https:\/\/github.com\/carols10cents","name":"Carol (Nichols || Goulding)","image":"https:\/\/avatars.githubusercontent.com\/u\/193874?v=4","affiliation":{"@type":"Organization","name":"integer32llc"}},{"@type":"Person","@id":"https:\/\/github.com\/bors","name":"bors","image":"https:\/\/avatars.githubusercontent.com\/u\/3372342?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/komaeda","name":"komaeda","image":"https:\/\/avatars.githubusercontent.com\/u\/45509655?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/senekor","name":"Remo Senekowitsch","image":"https:\/\/avatars.githubusercontent.com\/u\/54984957?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/seporterfield","name":"Ziggy","image":"https:\/\/avatars.githubusercontent.com\/u\/107010978?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AbdouSeck","name":"Abdou Seck","image":"https:\/\/avatars.githubusercontent.com\/u\/6490055?v=4","affiliation":{"@type":"Organization","name":"shiftsmartinc"}},{"@type":"Person","@id":"https:\/\/github.com\/frroossst","name":"Adhyan H. Patel","image":"https:\/\/avatars.githubusercontent.com\/u\/67227078?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/sjmann","name":"Steven Mann","image":"https:\/\/avatars.githubusercontent.com\/u\/6589896?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/tlyu","name":"Taylor Yu","image":"https:\/\/avatars.githubusercontent.com\/u\/431873?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/apogeeoak","name":"apogeeoak","image":"https:\/\/avatars.githubusercontent.com\/u\/59737221?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Nahor","name":"Nahor","image":"https:\/\/avatars.githubusercontent.com\/u\/1198364?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Zerotask","name":"Patrick Hintermayer","image":"https:\/\/avatars.githubusercontent.com\/u\/20150243?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/alexxroche","name":"Alexx Roche","image":"https:\/\/avatars.githubusercontent.com\/u\/130311?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jrvidal","name":"Roberto Vidal","image":"https:\/\/avatars.githubusercontent.com\/u\/1636604?v=4","affiliation":{"@type":"Organization","name":"stackblitz"}},{"@type":"Person","@id":"https:\/\/github.com\/cjpearce","name":"Chris Pearce","image":"https:\/\/avatars.githubusercontent.com\/u\/3453268?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/sanjaykdragon","name":"Sanjay K","image":"https:\/\/avatars.githubusercontent.com\/u\/10261698?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/danwilhelm","name":"Dan Wilhelm","image":"https:\/\/avatars.githubusercontent.com\/u\/6137185?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/eroullit","name":"Emmanuel Roullit","image":"https:\/\/avatars.githubusercontent.com\/u\/301795?v=4","affiliation":{"@type":"Organization","name":"GitHub"}},{"@type":"Person","@id":"https:\/\/github.com\/nidhalmessaoudi","name":"Nidhal Messaoudi","image":"https:\/\/avatars.githubusercontent.com\/u\/63377412?v=4","affiliation":{"@type":"Organization","name":"Freelancer"}},{"@type":"Person","@id":"https:\/\/github.com\/magnusrodseth","name":"Magnus R\u00f8dseth","image":"https:\/\/avatars.githubusercontent.com\/u\/59113973?v=4","affiliation":{"@type":"Organization","name":"Capra Consulting"}},{"@type":"Person","@id":"https:\/\/github.com\/abagshaw","name":"Andrew Bagshaw","image":"https:\/\/avatars.githubusercontent.com\/u\/8594541?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nkanderson","name":"nkanderson","image":"https:\/\/avatars.githubusercontent.com\/u\/4128825?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/matthewjnield","name":"Matt Nield","image":"https:\/\/avatars.githubusercontent.com\/u\/64328730?v=4","affiliation":{"@type":"Organization","name":"Withum"}},{"@type":"Person","@id":"https:\/\/github.com\/eddyp","name":"eddyp","image":"https:\/\/avatars.githubusercontent.com\/u\/123772?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Tostapunk","name":"Mattia Schiavon","image":"https:\/\/avatars.githubusercontent.com\/u\/25140297?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/exdx","name":"exdx","image":"https:\/\/avatars.githubusercontent.com\/u\/31546601?v=4","affiliation":{"@type":"Organization","name":"coinbase"}},{"@type":"Person","@id":"https:\/\/github.com\/hpwxf","name":"Pascal H.","image":"https:\/\/avatars.githubusercontent.com\/u\/26146722?v=4","affiliation":{"@type":"Organization","name":"haveneer"}},{"@type":"Person","@id":"https:\/\/github.com\/Delet0r","name":"delet0r","image":"https:\/\/avatars.githubusercontent.com\/u\/23195618?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kolbma","name":"arlecchino","image":"https:\/\/avatars.githubusercontent.com\/u\/5228369?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ryanpcmcquen","name":"Ryan McQuen","image":"https:\/\/avatars.githubusercontent.com\/u\/772937?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/miller-time","name":"Russell","image":"https:\/\/avatars.githubusercontent.com\/u\/281039?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kylev","name":"Kyle VanderBeek","image":"https:\/\/avatars.githubusercontent.com\/u\/46888?v=4","affiliation":{"@type":"Organization","name":"1debit"}},{"@type":"Person","@id":"https:\/\/github.com\/evestera","name":"Erik Vesteraas","image":"https:\/\/avatars.githubusercontent.com\/u\/4187449?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dbarrosop","name":"David Barroso","image":"https:\/\/avatars.githubusercontent.com\/u\/6246622?v=4","affiliation":{"@type":"Organization","name":"Nhost"}},{"@type":"Person","@id":"https:\/\/github.com\/cyril-marpaud","name":"Cyril Marpaud","image":"https:\/\/avatars.githubusercontent.com\/u\/9333398?v=4","affiliation":{"@type":"Organization","name":"Bashroom"}},{"@type":"Person","@id":"https:\/\/github.com\/loshz","name":"loshz","image":"https:\/\/avatars.githubusercontent.com\/u\/3449337?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ageorgou","name":"ageorgou","image":"https:\/\/avatars.githubusercontent.com\/u\/1186102?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/x10an14","name":"x10an14","image":"https:\/\/avatars.githubusercontent.com\/u\/710608?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/poneciak57","name":"Kacper Poneta","image":"https:\/\/avatars.githubusercontent.com\/u\/94321164?v=4","affiliation":{"@type":"Organization","name":"Software Mansion"}},{"@type":"Person","@id":"https:\/\/github.com\/willhack","name":"Will Hack","image":"https:\/\/avatars.githubusercontent.com\/u\/18036720?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/tkburis","name":"TK Buristrakul","image":"https:\/\/avatars.githubusercontent.com\/u\/20501289?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/95swhite","name":"95swhite","image":"https:\/\/avatars.githubusercontent.com\/u\/16018832?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/chapeupreto","name":"Rod Elias","image":"https:\/\/avatars.githubusercontent.com\/u\/834048?v=4","affiliation":{"@type":"Organization","name":"fretebras"}},{"@type":"Person","@id":"https:\/\/github.com\/juanprq","name":"Juan Pablo Ram\u00edrez","image":"https:\/\/avatars.githubusercontent.com\/u\/937705?v=4","affiliation":{"@type":"Organization","name":"Alchemy"}},{"@type":"Person","@id":"https:\/\/github.com\/foxfromworld","name":"foxfromworld","image":"https:\/\/avatars.githubusercontent.com\/u\/16840267?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/seeplusplus","name":"Caleb Webber","image":"https:\/\/avatars.githubusercontent.com\/u\/17479099?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/guoard","name":"Ali Afsharzadeh","image":"https:\/\/avatars.githubusercontent.com\/u\/65511355?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/hirehamir","name":"Hamir","image":"https:\/\/avatars.githubusercontent.com\/u\/43425812?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/b-apperlo","name":"Bert Apperlo","image":"https:\/\/avatars.githubusercontent.com\/u\/91734527?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/az0977776","name":"Aaron Wang","image":"https:\/\/avatars.githubusercontent.com\/u\/9172038?v=4","affiliation":{"@type":"Organization","name":"DataDog"}},{"@type":"Person","@id":"https:\/\/github.com\/Yung-Beef","name":"Yung Beef 4.2","image":"https:\/\/avatars.githubusercontent.com\/u\/89395745?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Allupeng","name":"Allu","image":"https:\/\/avatars.githubusercontent.com\/u\/59431313?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/apatniv","name":"Vivek Bharath Akupatni","image":"https:\/\/avatars.githubusercontent.com\/u\/22565917?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/bean5","name":"Michael","image":"https:\/\/avatars.githubusercontent.com\/u\/2052646?v=4","affiliation":{"@type":"Organization","name":"Founder of CanCompute"}},{"@type":"Person","@id":"https:\/\/github.com\/Sowed","name":"iamcastelli","image":"https:\/\/avatars.githubusercontent.com\/u\/4072730?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/vyaslav","name":"Viacheslav Avramenko","image":"https:\/\/avatars.githubusercontent.com\/u\/1385427?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jimbo5922","name":"Yudai Kawabuchi","image":"https:\/\/avatars.githubusercontent.com\/u\/46161634?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/yerke","name":"Yerkebulan Tulibergenov","image":"https:\/\/avatars.githubusercontent.com\/u\/5137691?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/YJDoc2","name":"Yashodhan","image":"https:\/\/avatars.githubusercontent.com\/u\/54112038?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/MatrixFrog","name":"Tyler Breisacher","image":"https:\/\/avatars.githubusercontent.com\/u\/244381?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Tuxified","name":"Ton\u0107i Gali\u0107","image":"https:\/\/avatars.githubusercontent.com\/u\/51889?v=4","affiliation":{"@type":"Organization","name":"DPG Media"}},{"@type":"Person","@id":"https:\/\/github.com\/tfpk","name":"Tom Kunc","image":"https:\/\/avatars.githubusercontent.com\/u\/10906982?v=4","affiliation":{"@type":"Organization","name":"UNSW"}},{"@type":"Person","@id":"https:\/\/github.com\/tklauser","name":"Tobias Klauser","image":"https:\/\/avatars.githubusercontent.com\/u\/539708?v=4","affiliation":{"@type":"Organization","name":"cilium \/ @isovalent"}},{"@type":"Person","@id":"https:\/\/github.com\/Stigjb","name":"Stig Johan Berggren","image":"https:\/\/avatars.githubusercontent.com\/u\/418181?v=4","affiliation":{"@type":"Organization","name":"Wrepit"}},{"@type":"Person","@id":"https:\/\/github.com\/hqsz","name":"Sang-Heon Jeon","image":"https:\/\/avatars.githubusercontent.com\/u\/34061042?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/guizo792","name":"Abdellah GUIZOUL","image":"https:\/\/avatars.githubusercontent.com\/u\/95940388?v=4","affiliation":{"@type":"Organization","name":"Oracle"}},{"@type":"Person","@id":"https:\/\/github.com\/sateeshkumarb","name":"Sateesh","image":"https:\/\/avatars.githubusercontent.com\/u\/429263?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/rytheo","name":"Ryan Lowe","image":"https:\/\/avatars.githubusercontent.com\/u\/22184325?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/husjon","name":"Jon Erling Hustadnes","image":"https:\/\/avatars.githubusercontent.com\/u\/554229?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jrcarl624","name":"Joshua Carlson","image":"https:\/\/avatars.githubusercontent.com\/u\/61999256?v=4","affiliation":{"@type":"Organization","name":"NEOREVA LLC"}},{"@type":"Person","@id":"https:\/\/github.com\/robertlugg","name":"Robert M Lugg","image":"https:\/\/avatars.githubusercontent.com\/u\/6054540?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/spacekookie","name":"Katharina Fey","image":"https:\/\/avatars.githubusercontent.com\/u\/7669898?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/lauralindzey","name":"lauralindzey","image":"https:\/\/avatars.githubusercontent.com\/u\/65185744?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mukundbhudia","name":"Mukund Bhudia","image":"https:\/\/avatars.githubusercontent.com\/u\/1387106?v=4","affiliation":{"@type":"Organization","name":"NandosUK"}},{"@type":"Person","@id":"https:\/\/github.com\/etiennebarrie","name":"\u00c9tienne Barri\u00e9","image":"https:\/\/avatars.githubusercontent.com\/u\/3535?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/wznmickey","name":"Zining Wang","image":"https:\/\/avatars.githubusercontent.com\/u\/44784663?v=4","affiliation":{"@type":"Organization","name":"Northeastern University, Shanghai Jiao Tong University"}},{"@type":"Person","@id":"https:\/\/github.com\/wojexe","name":"Wojtek Sierotowicz","image":"https:\/\/avatars.githubusercontent.com\/u\/21208490?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/skaunov","name":"Sergey Kaunov","image":"https:\/\/avatars.githubusercontent.com\/u\/65976143?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/sazid","name":"Mohammed Sazid Al Rashid","image":"https:\/\/avatars.githubusercontent.com\/u\/2370167?v=4","affiliation":{"@type":"Organization","name":"AutomationSolutionz"}},{"@type":"Person","@id":"https:\/\/github.com\/mfurak","name":"mfurak","image":"https:\/\/avatars.githubusercontent.com\/u\/38523093?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/markgreene74","name":"markgreene74","image":"https:\/\/avatars.githubusercontent.com\/u\/18945890?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/lukabavdaz","name":"lukabavdaz","image":"https:\/\/avatars.githubusercontent.com\/u\/9624558?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gdoenlen","name":"George","image":"https:\/\/avatars.githubusercontent.com\/u\/17297466?v=4","affiliation":{"@type":"Organization","name":"Pinnacle 21"}},{"@type":"Person","@id":"https:\/\/github.com\/evanmiller2112","name":"Evan Miller","image":"https:\/\/avatars.githubusercontent.com\/u\/28488957?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/EvanCarroll","name":"Evan Carroll","image":"https:\/\/avatars.githubusercontent.com\/u\/19922?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/duchonic","name":"duchonic","image":"https:\/\/avatars.githubusercontent.com\/u\/34117620?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/docwilco","name":"DocWilco","image":"https:\/\/avatars.githubusercontent.com\/u\/66911096?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dariuswiles","name":"Darius Wiles","image":"https:\/\/avatars.githubusercontent.com\/u\/26943192?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/coopergillan","name":"Cooper Gillan","image":"https:\/\/avatars.githubusercontent.com\/u\/10765706?v=4","affiliation":{"@type":"Organization","name":"Braintree \/ PayPal"}},{"@type":"Person","@id":"https:\/\/github.com\/darnuria","name":"Axel Viala","image":"https:\/\/avatars.githubusercontent.com\/u\/2827553?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ColinPitrat","name":"Colin Pitrat","image":"https:\/\/avatars.githubusercontent.com\/u\/1541863?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/adamhb123","name":"Adam Brewer","image":"https:\/\/avatars.githubusercontent.com\/u\/25161597?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/aaarkid","name":"Arkid","image":"https:\/\/avatars.githubusercontent.com\/u\/39987510?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/briankung","name":"Brian Kung","image":"https:\/\/avatars.githubusercontent.com\/u\/2836167?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/alexandergill","name":"Alexander Gill","image":"https:\/\/avatars.githubusercontent.com\/u\/7033716?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/13r0ck","name":"Brock","image":"https:\/\/avatars.githubusercontent.com\/u\/58987761?v=4","affiliation":{"@type":"Organization","name":"York Space Systems (Previously System76)"}},{"@type":"Person","@id":"https:\/\/github.com\/alibektas","name":"Ali Bektas","image":"https:\/\/avatars.githubusercontent.com\/u\/20956650?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ahresse","name":"Alexandre Esse","image":"https:\/\/avatars.githubusercontent.com\/u\/28402488?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ckeschnat","name":"Chris Keschnat","image":"https:\/\/avatars.githubusercontent.com\/u\/2363565?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/saidaspen","name":"saidaspen","image":"https:\/\/avatars.githubusercontent.com\/u\/7727687?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/YsuOS","name":"YsuOS","image":"https:\/\/avatars.githubusercontent.com\/u\/30138661?v=4","affiliation":{"@type":"Organization","name":"Red Hat"}},{"@type":"Person","@id":"https:\/\/github.com\/rb5014","name":"rb5014","image":"https:\/\/avatars.githubusercontent.com\/u\/105397317?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/wrobstory","name":"Rob Story","image":"https:\/\/avatars.githubusercontent.com\/u\/2601457?v=4","affiliation":{"@type":"Organization","name":"Netflix"}},{"@type":"Person","@id":"https:\/\/github.com\/QuietMisdreavus","name":"QuietMisdreavus","image":"https:\/\/avatars.githubusercontent.com\/u\/5217170?v=4","affiliation":{"@type":"Organization","name":"apple"}},{"@type":"Person","@id":"https:\/\/github.com\/peterneave","name":"Peter Neave","image":"https:\/\/avatars.githubusercontent.com\/u\/7982708?v=4","affiliation":{"@type":"Organization","name":"Versent"}},{"@type":"Person","@id":"https:\/\/github.com\/Morsicus","name":"Micka\u00ebl FORTUNATO","image":"https:\/\/avatars.githubusercontent.com\/u\/1578952?v=4","affiliation":{"@type":"Organization","name":"livestorm"}},{"@type":"Person","@id":"https:\/\/github.com\/Michael-Lfx","name":"LaiFX","image":"https:\/\/avatars.githubusercontent.com\/u\/9588926?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/matthri","name":"Matthias","image":"https:\/\/avatars.githubusercontent.com\/u\/67913999?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/matt-lebl","name":"Matt Lebl","image":"https:\/\/avatars.githubusercontent.com\/u\/2555355?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/memark","name":"Magnus Markling","image":"https:\/\/avatars.githubusercontent.com\/u\/318504?v=4","affiliation":{"@type":"Organization","name":"Mandolin Consulting AB"}},{"@type":"Person","@id":"https:\/\/github.com\/kisom","name":"Kyle Isom","image":"https:\/\/avatars.githubusercontent.com\/u\/175578?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/JuliaCao","name":"JuliaCao","image":"https:\/\/avatars.githubusercontent.com\/u\/14877841?v=4","affiliation":{"@type":"Organization","name":"UC Berkeley"}},{"@type":"Person","@id":"https:\/\/github.com\/Jesse-Cameron","name":"Jesse-Cameron","image":"https:\/\/avatars.githubusercontent.com\/u\/3723654?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/thatlittleboy","name":"Jeremy Goh","image":"https:\/\/avatars.githubusercontent.com\/u\/30731072?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/neuschaefer","name":"J. Neusch\u00e4fer","image":"https:\/\/avatars.githubusercontent.com\/u\/1021512?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/palako","name":"JP","image":"https:\/\/avatars.githubusercontent.com\/u\/131890?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/xakon","name":"Christos Kontas","image":"https:\/\/avatars.githubusercontent.com\/u\/961619?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nyurik","name":"Yuri Astrakhan","image":"https:\/\/avatars.githubusercontent.com\/u\/1641515?v=4","affiliation":{"@type":"Organization","name":"Rivian"}},{"@type":"Person","@id":"https:\/\/github.com\/sudonym1","name":"Seamus Connor","image":"https:\/\/avatars.githubusercontent.com\/u\/117678?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/rlch","name":"Richard Mathieson","image":"https:\/\/avatars.githubusercontent.com\/u\/35163478?v=4","affiliation":{"@type":"Organization","name":"Tutero"}},{"@type":"Person","@id":"https:\/\/github.com\/smlavine","name":"Sebastian LaVine","image":"https:\/\/avatars.githubusercontent.com\/u\/33563640?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ssweeny","name":"Scott Sweeny","image":"https:\/\/avatars.githubusercontent.com\/u\/1051402?v=4","affiliation":{"@type":"Organization","name":"motional"}},{"@type":"Person","@id":"https:\/\/github.com\/saurav-2104","name":"Saurav","image":"https:\/\/avatars.githubusercontent.com\/u\/40655135?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/sarupbanskota","name":"Sarup Banskota","image":"https:\/\/avatars.githubusercontent.com\/u\/3149580?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/samueltardieu","name":"Samuel Tardieu","image":"https:\/\/avatars.githubusercontent.com\/u\/44656?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/bhgsbatista","name":"Samuel Batista","image":"https:\/\/avatars.githubusercontent.com\/u\/47303296?v=4","affiliation":{"@type":"Organization","name":"Bug Huge Games"}},{"@type":"Person","@id":"https:\/\/github.com\/saikatdas0790","name":"Saikat Das","image":"https:\/\/avatars.githubusercontent.com\/u\/7412443?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/sagarvora","name":"Sagar Vora","image":"https:\/\/avatars.githubusercontent.com\/u\/16315650?v=4","affiliation":{"@type":"Organization","name":"resilient-tech"}},{"@type":"Person","@id":"https:\/\/github.com\/ryanwhitehouse","name":"Ryan Whitehouse","image":"https:\/\/avatars.githubusercontent.com\/u\/13400784?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/cargopete","name":"Petko Pavlovski","image":"https:\/\/avatars.githubusercontent.com\/u\/32264020?v=4","affiliation":{"@type":"Organization","name":"Fathom.io"}},{"@type":"Person","@id":"https:\/\/github.com\/luskwater","name":"Ron Lusk","image":"https:\/\/avatars.githubusercontent.com\/u\/42529?v=4","affiliation":{"@type":"Organization","name":"Comcast"}},{"@type":"Person","@id":"https:\/\/github.com\/tysonliddell","name":"Tyson Liddell","image":"https:\/\/avatars.githubusercontent.com\/u\/20079016?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/0atman","name":"Tristram Oaten","image":"https:\/\/avatars.githubusercontent.com\/u\/114097?v=4","affiliation":{"@type":"Organization","name":"http:\/\/noboilerplate.org"}},{"@type":"Person","@id":"https:\/\/github.com\/tvkn","name":"Tristan Nicholls","image":"https:\/\/avatars.githubusercontent.com\/u\/79277926?v=4","affiliation":{"@type":"Organization","name":"einride"}},{"@type":"Person","@id":"https:\/\/github.com\/torbenj","name":"Torben Jonas","image":"https:\/\/avatars.githubusercontent.com\/u\/9077102?v=4","affiliation":{"@type":"Organization","name":"Schwarz Digits Engineering"}},{"@type":"Person","@id":"https:\/\/github.com\/timthelion","name":"Timothy Hobbs","image":"https:\/\/avatars.githubusercontent.com\/u\/1391608?v=4","affiliation":{"@type":"Organization","name":"LibertyAces Ltd., gradesta s.r.o."}},{"@type":"Person","@id":"https:\/\/github.com\/gasparitiago","name":"Tiago De Gaspari","image":"https:\/\/avatars.githubusercontent.com\/u\/3237254?v=4","affiliation":{"@type":"Organization","name":"AE Studio"}},{"@type":"Person","@id":"https:\/\/github.com\/tsauvajon","name":"Thomas Sauvajon","image":"https:\/\/avatars.githubusercontent.com\/u\/22611118?v=4","affiliation":{"@type":"Organization","name":"Beat"}},{"@type":"Person","@id":"https:\/\/github.com\/nyxtom","name":"nyxtom","image":"https:\/\/avatars.githubusercontent.com\/u\/222763?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/TheBearodactyl","name":"The Motherfucking Bearodactyl","image":"https:\/\/avatars.githubusercontent.com\/u\/114454115?v=4","affiliation":{"@type":"Organization","name":"The 9th Circle of Hell"}},{"@type":"Person","@id":"https:\/\/github.com\/AxolotlTears","name":"Ten","image":"https:\/\/avatars.githubusercontent.com\/u\/87157047?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/tal-zvon","name":"Tal","image":"https:\/\/avatars.githubusercontent.com\/u\/3195851?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/steveslatky","name":"Stephen Slatky","image":"https:\/\/avatars.githubusercontent.com\/u\/5257771?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dev-cyprium","name":"Stefan Kupresak","image":"https:\/\/avatars.githubusercontent.com\/u\/6002628?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ihaveint","name":"Jay (Soroush) Zare","image":"https:\/\/avatars.githubusercontent.com\/u\/19837363?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/siobhanjacobson","name":"Siobhan Jacobson","image":"https:\/\/avatars.githubusercontent.com\/u\/28983835?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/shaunbennett","name":"Shaun Bennett","image":"https:\/\/avatars.githubusercontent.com\/u\/10522375?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/hongshaoyang","name":"hongshaoyang","image":"https:\/\/avatars.githubusercontent.com\/u\/19281800?v=4","affiliation":{"@type":"Organization","name":"h2oai"}},{"@type":"Person","@id":"https:\/\/github.com\/SebastienCaunes","name":"SebastienCaunes","image":"https:\/\/avatars.githubusercontent.com\/u\/19709553?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/stornquist","name":"Sebastian T\u00f6rnquist","image":"https:\/\/avatars.githubusercontent.com\/u\/42915664?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/petemcfarlane","name":"Pete Ryan-McFarlane","image":"https:\/\/avatars.githubusercontent.com\/u\/3472717?v=4","affiliation":{"@type":"Organization","name":"Multiverse"}},{"@type":"Person","@id":"https:\/\/github.com\/pgjbz","name":"Paulo G.J. Bezerra","image":"https:\/\/avatars.githubusercontent.com\/u\/22059237?v=4","affiliation":{"@type":"Organization","name":"Picpay"}},{"@type":"Person","@id":"https:\/\/github.com\/paul-leydier","name":"Paul Leydier","image":"https:\/\/avatars.githubusercontent.com\/u\/75126792?v=4","affiliation":{"@type":"Organization","name":"compass-ft"}},{"@type":"Person","@id":"https:\/\/github.com\/pbx","name":"Paul Bissex","image":"https:\/\/avatars.githubusercontent.com\/u\/641?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/pgoslatara","name":"P\u00e1draic Slattery","image":"https:\/\/avatars.githubusercontent.com\/u\/14027534?v=4","affiliation":{"@type":"Organization","name":"godatadriven"}},{"@type":"Person","@id":"https:\/\/github.com\/ob","name":"Oscar Bonilla","image":"https:\/\/avatars.githubusercontent.com\/u\/4950?v=4","affiliation":{"@type":"Organization","name":"Apple"}},{"@type":"Person","@id":"https:\/\/github.com\/noroutine","name":"Oleksii","image":"https:\/\/avatars.githubusercontent.com\/u\/1372328?v=4","affiliation":{"@type":"Organization","name":"Noroutine"}},{"@type":"Person","@id":"https:\/\/github.com\/OfirLauber","name":"Ofir Lauber","image":"https:\/\/avatars.githubusercontent.com\/u\/5631030?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nmay231","name":"Noah","image":"https:\/\/avatars.githubusercontent.com\/u\/35386821?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nacairns1","name":"nacairns1","image":"https:\/\/avatars.githubusercontent.com\/u\/94420090?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/NewtonChutney","name":"Nitin K. M.","image":"https:\/\/avatars.githubusercontent.com\/u\/70827815?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/NicolasRoelandt","name":"NicolasRoelandt","image":"https:\/\/avatars.githubusercontent.com\/u\/8594193?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/owen-vromans","name":"Owen Vromans","image":"https:\/\/avatars.githubusercontent.com\/u\/48183857?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/neilpate","name":"Neil Pate","image":"https:\/\/avatars.githubusercontent.com\/u\/7802334?v=4","affiliation":{"@type":"Organization","name":"Philips Innovation Engineering"}},{"@type":"Person","@id":"https:\/\/github.com\/nandajavarma","name":"Nandaja","image":"https:\/\/avatars.githubusercontent.com\/u\/2624550?v=4","affiliation":{"@type":"Organization","name":"gitpod-io"}},{"@type":"Person","@id":"https:\/\/github.com\/Mouwrice","name":"Maurice Van Wassenhove","image":"https:\/\/avatars.githubusercontent.com\/u\/56763273?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/pksadiq","name":"Mohammed Sadiq","image":"https:\/\/avatars.githubusercontent.com\/u\/1289514?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/EnricoMiccoli","name":"Enrico Miccoli","image":"https:\/\/avatars.githubusercontent.com\/u\/15784483?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gabay","name":"Roi Gabay","image":"https:\/\/avatars.githubusercontent.com\/u\/5773610?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ajnirp","name":"ajnirp","image":"https:\/\/avatars.githubusercontent.com\/u\/1688456?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/crodjer","name":"Rohan Jain","image":"https:\/\/avatars.githubusercontent.com\/u\/343499?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/drwilco","name":"Rogier 'DocWilco' Mulhuijzen","image":"https:\/\/avatars.githubusercontent.com\/u\/784143?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/robertefry","name":"Robert Fry","image":"https:\/\/avatars.githubusercontent.com\/u\/43712054?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/robbyzhaox","name":"Robby Zhao","image":"https:\/\/avatars.githubusercontent.com\/u\/9606019?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jazzplato","name":"Richthofen","image":"https:\/\/avatars.githubusercontent.com\/u\/7576730?v=4","affiliation":{"@type":"Organization","name":"snowflakedb"}},{"@type":"Person","@id":"https:\/\/github.com\/Rudxain","name":"Ricardo Fern\u00e1ndez Serrata","image":"https:\/\/avatars.githubusercontent.com\/u\/76864299?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/raymon-roos","name":"Raymon Roos","image":"https:\/\/avatars.githubusercontent.com\/u\/38888470?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/rastamo","name":"Joakim Rastamo","image":"https:\/\/avatars.githubusercontent.com\/u\/42067541?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ramenhost","name":"Ramkumar","image":"https:\/\/avatars.githubusercontent.com\/u\/17592214?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/sinharaksh1t","name":"Rakshit Sinha","image":"https:\/\/avatars.githubusercontent.com\/u\/28585848?v=4","affiliation":{"@type":"Organization","name":"Oracle Cloud Infrastructure"}},{"@type":"Person","@id":"https:\/\/github.com\/rnazali","name":"Rahmat Nazali Salimi","image":"https:\/\/avatars.githubusercontent.com\/u\/18568158?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/rahatarmanahmed","name":"Rahat Ahmed","image":"https:\/\/avatars.githubusercontent.com\/u\/3174006?v=4","affiliation":{"@type":"Organization","name":"google"}},{"@type":"Person","@id":"https:\/\/github.com\/esotuvaka","name":"Eric","image":"https:\/\/avatars.githubusercontent.com\/u\/104941850?v=4","affiliation":{"@type":"Organization","name":"Trusted-Tech-Team"}},{"@type":"Person","@id":"https:\/\/github.com\/PiDelport","name":"Pi","image":"https:\/\/avatars.githubusercontent.com\/u\/630271?v=4","affiliation":{"@type":"Organization","name":"Well-Typed"}},{"@type":"Person","@id":"https:\/\/github.com\/fyrak1s","name":"fyrak1s","image":"https:\/\/avatars.githubusercontent.com\/u\/2538022?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/generalmimon","name":"Petr Pu\u010dil","image":"https:\/\/avatars.githubusercontent.com\/u\/47499687?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/pcn","name":"Peter N","image":"https:\/\/avatars.githubusercontent.com\/u\/1056756?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/k12ish","name":"Krish","image":"https:\/\/avatars.githubusercontent.com\/u\/45272873?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jyn514","name":"jyn","image":"https:\/\/avatars.githubusercontent.com\/u\/23638587?v=4","affiliation":{"@type":"Organization","name":"ferrous-systems"}},{"@type":"Person","@id":"https:\/\/github.com\/junderw","name":"Jonathan Underwood","image":"https:\/\/avatars.githubusercontent.com\/u\/11246316?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jphilis","name":"jphilis","image":"https:\/\/avatars.githubusercontent.com\/u\/117293564?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jbouganim-parallel","name":"Josh Bouganim","image":"https:\/\/avatars.githubusercontent.com\/u\/150748285?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jaystile","name":"Jason","image":"https:\/\/avatars.githubusercontent.com\/u\/46078028?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jayber","name":"James Bromley","image":"https:\/\/avatars.githubusercontent.com\/u\/2474334?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/iamcult","name":"iamcult","image":"https:\/\/avatars.githubusercontent.com\/u\/101368650?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/honeywest","name":"honeywest","image":"https:\/\/avatars.githubusercontent.com\/u\/50997103?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/cloppingemu","name":"cloppingemu","image":"https:\/\/avatars.githubusercontent.com\/u\/12227963?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/h4x5p4c3","name":"jones martin","image":"https:\/\/avatars.githubusercontent.com\/u\/66133688?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/GustavWahl","name":"Gustav Wahl","image":"https:\/\/avatars.githubusercontent.com\/u\/32194001?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/granddaifuku","name":"Yudai Fukushima","image":"https:\/\/avatars.githubusercontent.com\/u\/49578068?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gabenodarse","name":"gabenodarse","image":"https:\/\/avatars.githubusercontent.com\/u\/46761795?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gavindsouza","name":"gavin","image":"https:\/\/avatars.githubusercontent.com\/u\/36654812?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/frogtd","name":"frogtd","image":"https:\/\/avatars.githubusercontent.com\/u\/31412003?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/fiplox","name":"Volodymyr Patuta","image":"https:\/\/avatars.githubusercontent.com\/u\/56274824?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dmitri-mamrukov","name":"dmitri-mamrukov","image":"https:\/\/avatars.githubusercontent.com\/u\/37354211?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/DineshMv","name":"Dinesh Mv","image":"https:\/\/avatars.githubusercontent.com\/u\/10209762?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/reifenrath-dev","name":"Ren\u00e9 Reifenrath","image":"https:\/\/avatars.githubusercontent.com\/u\/18126097?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/chookity-pokk","name":"Hank Greenburg","image":"https:\/\/avatars.githubusercontent.com\/u\/24358100?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/radicale","name":"radicale","image":"https:\/\/avatars.githubusercontent.com\/u\/6542886?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/merelymyself","name":"pwygab","image":"https:\/\/avatars.githubusercontent.com\/u\/88221256?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/platformer","name":"Andrew Sen","image":"https:\/\/avatars.githubusercontent.com\/u\/40146328?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/pduzinki","name":"pawel duzinkiewicz","image":"https:\/\/avatars.githubusercontent.com\/u\/7999699?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/pavedroad","name":"pavedroad","image":"https:\/\/avatars.githubusercontent.com\/u\/138004431?v=4","affiliation":{"@type":"Organization","name":"Tencent"}},{"@type":"Person","@id":"https:\/\/github.com\/parnavh","name":"Parnav Harinathan","image":"https:\/\/avatars.githubusercontent.com\/u\/45985534?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/millefalcon","name":"han-solo","image":"https:\/\/avatars.githubusercontent.com\/u\/16983964?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mjduijn","name":"mjduijn","image":"https:\/\/avatars.githubusercontent.com\/u\/8695598?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/luvchurchill","name":"luvchurchill","image":"https:\/\/avatars.githubusercontent.com\/u\/46406654?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/hyphena","name":"luna","image":"https:\/\/avatars.githubusercontent.com\/u\/26529488?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/luhem7","name":"Mehul Gangavelli","image":"https:\/\/avatars.githubusercontent.com\/u\/4008215?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/lionel-rowe","name":"lionel-rowe","image":"https:\/\/avatars.githubusercontent.com\/u\/26078826?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/likzn","name":"likzn","image":"https:\/\/avatars.githubusercontent.com\/u\/39450062?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/lebedevsergey","name":"lebedevsergey","image":"https:\/\/avatars.githubusercontent.com\/u\/7325764?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/lazywalker","name":"lazywalker","image":"https:\/\/avatars.githubusercontent.com\/u\/53956?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/laboon","name":"Bill Laboon","image":"https:\/\/avatars.githubusercontent.com\/u\/1417717?v=4","affiliation":{"@type":"Organization","name":"Web3 Foundation"}},{"@type":"Person","@id":"https:\/\/github.com\/k7a-tomohiro","name":"tomohiro","image":"https:\/\/avatars.githubusercontent.com\/u\/83070078?v=4","affiliation":{"@type":"Organization","name":"NRI"}},{"@type":"Person","@id":"https:\/\/github.com\/EmisonLu","name":"Zhenghao","image":"https:\/\/avatars.githubusercontent.com\/u\/54395432?v=4","affiliation":{"@type":"Organization","name":"Shanghai Jiao Tong University"}},{"@type":"Person","@id":"https:\/\/github.com\/Zajn","name":"Zachary Jones","image":"https:\/\/avatars.githubusercontent.com\/u\/1636886?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/zxt-tzx","name":"Warren","image":"https:\/\/avatars.githubusercontent.com\/u\/67887489?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kayuapi","name":"ZC","image":"https:\/\/avatars.githubusercontent.com\/u\/10304328?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Selflocking","name":"YunShu","image":"https:\/\/avatars.githubusercontent.com\/u\/53544726?v=4","affiliation":{"@type":"Organization","name":"bytedance"}},{"@type":"Person","@id":"https:\/\/github.com\/Ben2917","name":"Ben","image":"https:\/\/avatars.githubusercontent.com\/u\/10279994?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/sundevilyang","name":"Yang Wen","image":"https:\/\/avatars.githubusercontent.com\/u\/1499214?v=4","affiliation":{"@type":"Organization","name":"ByteDance"}},{"@type":"Person","@id":"https:\/\/github.com\/yamila-moreno","name":"Yamila Moreno","image":"https:\/\/avatars.githubusercontent.com\/u\/3340793?v=4","affiliation":{"@type":"Organization","name":"https:\/\/kaleidos.net"}},{"@type":"Person","@id":"https:\/\/github.com\/WofWca","name":"WofWca","image":"https:\/\/avatars.githubusercontent.com\/u\/39462442?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/williamwebb","name":"William Webb","image":"https:\/\/avatars.githubusercontent.com\/u\/383873?v=4","affiliation":{"@type":"Organization","name":"Hiddenstage"}},{"@type":"Person","@id":"https:\/\/github.com\/wugalde19","name":"wugalde19","image":"https:\/\/avatars.githubusercontent.com\/u\/11419017?v=4","affiliation":{"@type":"Organization","name":"ltvco"}},{"@type":"Person","@id":"https:\/\/github.com\/wsh","name":"Will Hayworth","image":"https:\/\/avatars.githubusercontent.com\/u\/181174?v=4","affiliation":{"@type":"Organization","name":"google"}},{"@type":"Person","@id":"https:\/\/github.com\/Weilet","name":"Weilet","image":"https:\/\/avatars.githubusercontent.com\/u\/32561597?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/vjousse","name":"Vincent Jousse","image":"https:\/\/avatars.githubusercontent.com\/u\/154904?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/cenviity","name":"Vincent Ging Ho Yim","image":"https:\/\/avatars.githubusercontent.com\/u\/28189684?v=4","affiliation":{"@type":"Organization","name":"RMIT University"}},{"@type":"Person","@id":"https:\/\/github.com\/VeeDeltaVee","name":"Versha Dhankar","image":"https:\/\/avatars.githubusercontent.com\/u\/45564258?v=4","affiliation":{"@type":"Organization","name":"Microsoft"}},{"@type":"Person","@id":"https:\/\/github.com\/Ar4m1s","name":"Aramis","image":"https:\/\/avatars.githubusercontent.com\/u\/59250656?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/uce","name":"Ufuk Celebi","image":"https:\/\/avatars.githubusercontent.com\/u\/1756620?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/deedy5","name":"deedy5","image":"https:\/\/avatars.githubusercontent.com\/u\/65482418?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/deafloo","name":"deafloo","image":"https:\/\/avatars.githubusercontent.com\/u\/26418742?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dieterplex","name":"d1t2","image":"https:\/\/avatars.githubusercontent.com\/u\/507502?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/cuishuang","name":"cui fliter","image":"https:\/\/avatars.githubusercontent.com\/u\/15921519?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/craymel","name":"craymel","image":"https:\/\/avatars.githubusercontent.com\/u\/71062756?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/circumspect","name":"circumspect","image":"https:\/\/avatars.githubusercontent.com\/u\/40770208?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0009-0003-7287-0670","name":"cheoleon (pstor)","sameAs":"https:\/\/github.com\/eoncheole","image":"https:\/\/avatars.githubusercontent.com\/u\/26815428?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/cassian-goode","name":"cassian-goode","image":"https:\/\/avatars.githubusercontent.com\/u\/189748562?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/camperdue42","name":"camperdue42","image":"https:\/\/avatars.githubusercontent.com\/u\/43047763?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/cadolphs","name":"Clemens Adolphs","image":"https:\/\/avatars.githubusercontent.com\/u\/13894820?v=4","affiliation":{"@type":"Organization","name":"AICElabs"}},{"@type":"Person","@id":"https:\/\/github.com\/bri-rose","name":"bri-rose","image":"https:\/\/avatars.githubusercontent.com\/u\/173287228?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/bjornwsv","name":"bjornwsv","image":"https:\/\/avatars.githubusercontent.com\/u\/3709210?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/bhbuehler","name":"bhbuehler","image":"https:\/\/avatars.githubusercontent.com\/u\/25541343?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/eeeyrie","name":"eyrie","image":"https:\/\/avatars.githubusercontent.com\/u\/77976308?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/azzamsa","name":"Azzam S.A","image":"https:\/\/avatars.githubusercontent.com\/u\/17734314?v=4","affiliation":{"@type":"Organization","name":"BiznetGIO"}},{"@type":"Person","@id":"https:\/\/github.com\/shmulc8","name":"Shmulik Cohen","image":"https:\/\/avatars.githubusercontent.com\/u\/34924662?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/alirezaghey","name":"alirezaghey","image":"https:\/\/avatars.githubusercontent.com\/u\/26653424?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/proofconstruction","name":"Alexander","image":"https:\/\/avatars.githubusercontent.com\/u\/74747193?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/aeft","name":"Zhijie Wang","image":"https:\/\/avatars.githubusercontent.com\/u\/21154878?v=4","affiliation":{"@type":"Organization","name":"UCR"}},{"@type":"Person","@id":"https:\/\/github.com\/eliblaney","name":"Eli Blaney","image":"https:\/\/avatars.githubusercontent.com\/u\/5651165?v=4","affiliation":{"@type":"Organization","name":"The Ohio State University Wexner Medical Center"}},{"@type":"Person","@id":"https:\/\/github.com\/EdwinChang24","name":"Edwin Chang","image":"https:\/\/avatars.githubusercontent.com\/u\/88263098?v=4","affiliation":{"@type":"Organization","name":"ucsb"}},{"@type":"Person","@id":"https:\/\/github.com\/navicore","name":"Ed Sweeney","image":"https:\/\/avatars.githubusercontent.com\/u\/110999?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/DiD92","name":"D\u00eddac Sement\u00e9 Fern\u00e1ndez","image":"https:\/\/avatars.githubusercontent.com\/u\/6002416?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dylnuge","name":"Dylan Nugent","image":"https:\/\/avatars.githubusercontent.com\/u\/118624?v=4","affiliation":{"@type":"Organization","name":"freshpaint-io"}},{"@type":"Person","@id":"https:\/\/github.com\/Drew-Morris","name":"Drew Morris","image":"https:\/\/avatars.githubusercontent.com\/u\/95818166?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/douglascorrea","name":"Douglas Correa","image":"https:\/\/avatars.githubusercontent.com\/u\/862684?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dipan-ck","name":"Dipan Chakraborty","image":"https:\/\/avatars.githubusercontent.com\/u\/177471104?v=4","affiliation":{"@type":"Organization","name":"IsMaNgA"}},{"@type":"Person","@id":"https:\/\/github.com\/diodfr","name":"Diod FR","image":"https:\/\/avatars.githubusercontent.com\/u\/1133053?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/a-rustacean","name":"Dilshad","image":"https:\/\/avatars.githubusercontent.com\/u\/98999149?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dendi239","name":"Denys Smirnov","image":"https:\/\/avatars.githubusercontent.com\/u\/16478650?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/xavdid","name":"David Brownman","image":"https:\/\/avatars.githubusercontent.com\/u\/1231935?v=4","affiliation":{"@type":"Organization","name":"Tech Lead, SDKs at @stripe"}},{"@type":"Person","@id":"https:\/\/github.com\/darrenmeehan","name":"Darren Meehan","image":"https:\/\/avatars.githubusercontent.com\/u\/411136?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/danielsomerfield","name":"Daniel Somerfield","image":"https:\/\/avatars.githubusercontent.com\/u\/6019932?v=4","affiliation":{"@type":"Organization","name":"vendia.com"}},{"@type":"Person","@id":"https:\/\/github.com\/stoiandan","name":"Stoian Dan","image":"https:\/\/avatars.githubusercontent.com\/u\/10388612?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/sosnowski","name":"Damian Sosnowski","image":"https:\/\/avatars.githubusercontent.com\/u\/1103984?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dkbednarczyk","name":"Damian","image":"https:\/\/avatars.githubusercontent.com\/u\/54457902?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mnshdw","name":"Antoine Dupuis","image":"https:\/\/avatars.githubusercontent.com\/u\/1048669?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/h-michael","name":"Hirokazu Hata","image":"https:\/\/avatars.githubusercontent.com\/u\/4556097?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/harrisonmetz","name":"Harrison Metzger","image":"https:\/\/avatars.githubusercontent.com\/u\/7883408?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-0901-202X","name":"Han Kruiger","sameAs":"https:\/\/github.com\/HanKruiger","image":"https:\/\/avatars.githubusercontent.com\/u\/2293252?v=4","affiliation":{"@type":"Organization","name":"TNO"}},{"@type":"Person","@id":"https:\/\/github.com\/grzegorz-zur","name":"Grzegorz \u017bur","image":"https:\/\/avatars.githubusercontent.com\/u\/5297583?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/greg-el","name":"Greg Leonard","image":"https:\/\/avatars.githubusercontent.com\/u\/45019882?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gfaugere","name":"Ga\u00ebtan Faug\u00e8re","image":"https:\/\/avatars.githubusercontent.com\/u\/11901979?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/GaurangTandon","name":"Gaurang Tandon","image":"https:\/\/avatars.githubusercontent.com\/u\/6308683?v=4","affiliation":{"@type":"Organization","name":"Blaze Today"}},{"@type":"Person","@id":"https:\/\/github.com\/nekonako","name":"nekonako","image":"https:\/\/avatars.githubusercontent.com\/u\/46141275?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gabfec","name":"Gabriel Feceoru","image":"https:\/\/avatars.githubusercontent.com\/u\/74461099?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/GabrielBianconi","name":"Gabriel Bianconi","image":"https:\/\/avatars.githubusercontent.com\/u\/1275491?v=4","affiliation":{"@type":"Organization","name":"tensorzero"}},{"@type":"Person","@id":"https:\/\/github.com\/szabgab","name":"G\u00e1bor Szab\u00f3","image":"https:\/\/avatars.githubusercontent.com\/u\/48833?v=4","affiliation":{"@type":"Organization","name":"Consultant, Trainer and Open Source developer"}},{"@type":"Person","@id":"https:\/\/github.com\/MrFroop","name":"Fredrik Jambr\u00e9n","image":"https:\/\/avatars.githubusercontent.com\/u\/196700?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/fredr","name":"Fredrik Enestad","image":"https:\/\/avatars.githubusercontent.com\/u\/762956?v=4","affiliation":{"@type":"Organization","name":"encoredev"}},{"@type":"Person","@id":"https:\/\/github.com\/frvannes16","name":"Franklin van Nes","image":"https:\/\/avatars.githubusercontent.com\/u\/3188475?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-0506-7365","name":"Florine W. Dekker","sameAs":"https:\/\/github.com\/fwdekker","image":"https:\/\/avatars.githubusercontent.com\/u\/13442533?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/eugkhp","name":"Eugene","image":"https:\/\/avatars.githubusercontent.com\/u\/25910599?v=4","affiliation":{"@type":"Organization","name":"avantstay"}},{"@type":"Person","@id":"https:\/\/github.com\/EugenDueck","name":"EugenDueck","image":"https:\/\/avatars.githubusercontent.com\/u\/41422?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Millione","name":"LIU JIE","image":"https:\/\/avatars.githubusercontent.com\/u\/38575932?v=4","affiliation":{"@type":"Organization","name":"bytedance"}},{"@type":"Person","@id":"https:\/\/github.com\/ethdew19","name":"Ethan DeWitt","image":"https:\/\/avatars.githubusercontent.com\/u\/35856193?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/PrettyWood","name":"Eric Jolibois","image":"https:\/\/avatars.githubusercontent.com\/u\/18406791?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/abusch","name":"Antoine B\u00fcsch","image":"https:\/\/avatars.githubusercontent.com\/u\/506344?v=4","affiliation":{"@type":"Organization","name":"idvhq"}},{"@type":"Person","@id":"https:\/\/github.com\/Ant0wan","name":"Antoine Barthelemy","image":"https:\/\/avatars.githubusercontent.com\/u\/43214931?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/novanish","name":"Anish","image":"https:\/\/avatars.githubusercontent.com\/u\/98446102?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/zdzc","name":"Andre Pratama","image":"https:\/\/avatars.githubusercontent.com\/u\/20764405?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/allansduarte","name":"Allan Soares Duarte","image":"https:\/\/avatars.githubusercontent.com\/u\/1447847?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/alexfertel","name":"alexfertel","image":"https:\/\/avatars.githubusercontent.com\/u\/22298999?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/alexwh","name":"Alex","image":"https:\/\/avatars.githubusercontent.com\/u\/1723612?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/avrong","name":"avrong","image":"https:\/\/avatars.githubusercontent.com\/u\/6342851?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/akgerber","name":"Alan Gerber","image":"https:\/\/avatars.githubusercontent.com\/u\/201313?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ajaxm","name":"Avani M","image":"https:\/\/avatars.githubusercontent.com\/u\/13360138?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Ahmad-34567890","name":"Ahmad-34567890","image":"https:\/\/avatars.githubusercontent.com\/u\/111569638?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/adwsingh","name":"Adwait Kumar Singh","image":"https:\/\/avatars.githubusercontent.com\/u\/7166340?v=4","affiliation":{"@type":"Organization","name":"aws @amzn"}},{"@type":"Person","@id":"https:\/\/github.com\/DeepSpace2","name":"Adi Vaknin","image":"https:\/\/avatars.githubusercontent.com\/u\/6841988?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/theherk","name":"Adam Sherwood","image":"https:\/\/avatars.githubusercontent.com\/u\/3605078?v=4","affiliation":{"@type":"Organization","name":"DNB"}},{"@type":"Person","@id":"https:\/\/github.com\/ktheory","name":"Aaron Suggs","image":"https:\/\/avatars.githubusercontent.com\/u\/975?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/0xMySt1c","name":"0xMySt1c","image":"https:\/\/avatars.githubusercontent.com\/u\/101825630?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/cteea","name":"cta","image":"https:\/\/avatars.githubusercontent.com\/u\/65796747?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/0lhi","name":"Olhi","image":"https:\/\/avatars.githubusercontent.com\/u\/74732674?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dvberkel","name":"Daan van Berkel","image":"https:\/\/avatars.githubusercontent.com\/u\/493347?v=4","affiliation":{"@type":"Organization","name":"fifth-postulate"}},{"@type":"Person","@id":"https:\/\/github.com\/black-puppydog","name":"Daan Wynen","image":"https:\/\/avatars.githubusercontent.com\/u\/189241?v=4","affiliation":{"@type":"Organization","name":"Ava France"}},{"@type":"Person","@id":"https:\/\/github.com\/yukihane","name":"DEWA Kazuyuki\/\u51fa\u7fbd\u548c\u4e4b","image":"https:\/\/avatars.githubusercontent.com\/u\/827785?v=4","affiliation":{"@type":"Organization","name":"freelance"}},{"@type":"Person","@id":"https:\/\/github.com\/cjwyett","name":"Cyrus Wyett","image":"https:\/\/avatars.githubusercontent.com\/u\/34195737?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ubitux","name":"Cl\u00e9ment B\u0153sch","image":"https:\/\/avatars.githubusercontent.com\/u\/34467?v=4","affiliation":{"@type":"Organization","name":"Nope Forge"}},{"@type":"Person","@id":"https:\/\/github.com\/chrizel","name":"Christian Zeller","image":"https:\/\/avatars.githubusercontent.com\/u\/20802?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/offbyone","name":"Chris Rose","image":"https:\/\/avatars.githubusercontent.com\/u\/181693?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/CobaltCause","name":"Charles Hall","image":"https:\/\/avatars.githubusercontent.com\/u\/7003738?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/calvinbrown085","name":"Calvin Brown","image":"https:\/\/avatars.githubusercontent.com\/u\/7631143?v=4","affiliation":{"@type":"Organization","name":"Jack Henry & Associates"}},{"@type":"Person","@id":"https:\/\/github.com\/cbochs","name":"Calvin Bochulak","image":"https:\/\/avatars.githubusercontent.com\/u\/2467016?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/cj81499","name":"Cal Jacobson","image":"https:\/\/avatars.githubusercontent.com\/u\/9152032?v=4","affiliation":{"@type":"Organization","name":"Ocient"}},{"@type":"Person","@id":"https:\/\/github.com\/liby","name":"Bryan Lee","image":"https:\/\/avatars.githubusercontent.com\/u\/38807139?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/brianfakhoury","name":"Brian Fakhoury","image":"https:\/\/avatars.githubusercontent.com\/u\/20828724?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/bmacer","name":"Brandon Macer","image":"https:\/\/avatars.githubusercontent.com\/u\/13931806?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/highb","name":"Brandon High","image":"https:\/\/avatars.githubusercontent.com\/u\/759848?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/benjaminfjones","name":"Benjamin Jones","image":"https:\/\/avatars.githubusercontent.com\/u\/881827?v=4","affiliation":{"@type":"Organization","name":"AWS"}},{"@type":"Person","@id":"https:\/\/github.com\/bassepeder","name":"ba$$e","image":"https:\/\/avatars.githubusercontent.com\/u\/58905488?v=4","affiliation":{"@type":"Organization","name":"scooterhacking"}},{"@type":"Person","@id":"https:\/\/github.com\/Anush008","name":"Anush","image":"https:\/\/avatars.githubusercontent.com\/u\/46051506?v=4","affiliation":{"@type":"Organization","name":"qdrant"}},{"@type":"Person","@id":"https:\/\/github.com\/Kallu-A","name":"Kallu","image":"https:\/\/avatars.githubusercontent.com\/u\/73198738?v=4","affiliation":{"@type":"Organization","name":"LuccaSA"}},{"@type":"Person","@id":"https:\/\/github.com\/lucaplian","name":"Luca Plian","image":"https:\/\/avatars.githubusercontent.com\/u\/98339220?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Lioness100","name":"Lioness100","image":"https:\/\/avatars.githubusercontent.com\/u\/65814829?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0009-0007-1972-2619","name":"Ze-en Xiong","sameAs":"https:\/\/github.com\/leverimmy","image":"https:\/\/avatars.githubusercontent.com\/u\/47663913?v=4","affiliation":{"@type":"Organization","name":"Tsinghua University"}},{"@type":"Person","@id":"https:\/\/github.com\/Lev200501","name":"lev","image":"https:\/\/avatars.githubusercontent.com\/u\/67374474?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/LesnyRumcajs","name":"Hubert","image":"https:\/\/avatars.githubusercontent.com\/u\/9642092?v=4","affiliation":{"@type":"Organization","name":"ChainSafe"}},{"@type":"Person","@id":"https:\/\/github.com\/Crell","name":"Larry Garfield","image":"https:\/\/avatars.githubusercontent.com\/u\/254863?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/klkl0808","name":"Konstantin Lehmann","image":"https:\/\/avatars.githubusercontent.com\/u\/24694249?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Kodylow","name":"Kody Low","image":"https:\/\/avatars.githubusercontent.com\/u\/74332828?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Koalab99","name":"Corentin ARNOULD","image":"https:\/\/avatars.githubusercontent.com\/u\/60042855?v=4","affiliation":{"@type":"Organization","name":"DeltOps"}},{"@type":"Person","@id":"https:\/\/github.com\/KisaragiEffective","name":"Kisaragi","image":"https:\/\/avatars.githubusercontent.com\/u\/48310258?v=4","affiliation":{"@type":"Organization","name":"Some(_)"}},{"@type":"Person","@id":"https:\/\/github.com\/kevwan","name":"Kevin Wan","image":"https:\/\/avatars.githubusercontent.com\/u\/1918356?v=4","affiliation":{"@type":"Organization","name":"go-zero.dev"}},{"@type":"Person","@id":"https:\/\/github.com\/shirts","name":"shirts","image":"https:\/\/avatars.githubusercontent.com\/u\/4952151?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/keogami","name":"Keogami","image":"https:\/\/avatars.githubusercontent.com\/u\/41939011?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kazu728","name":"Kazuki Matsuo","image":"https:\/\/avatars.githubusercontent.com\/u\/34614358?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/codehearts","name":"Katie","image":"https:\/\/avatars.githubusercontent.com\/u\/2885412?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gjazeron","name":"Guilhem","image":"https:\/\/avatars.githubusercontent.com\/u\/60199077?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0001-6894-9210","name":"Jannek Squar","sameAs":"https:\/\/github.com\/JSquar","image":"https:\/\/avatars.githubusercontent.com\/u\/28802727?v=4","affiliation":{"@type":"Organization","name":"wr-hamburg"}},{"@type":"Person","@id":"https:\/\/github.com\/miguelraz","name":"Miguel Raz Guzm\u00e1n Macedo","image":"https:\/\/avatars.githubusercontent.com\/u\/13056181?v=4","affiliation":{"@type":"Organization","name":"UNAM"}},{"@type":"Person","@id":"https:\/\/github.com\/MpdWalsh","name":"Michael Walsh","image":"https:\/\/avatars.githubusercontent.com\/u\/48160144?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mgeier","name":"Matthias Geier","image":"https:\/\/avatars.githubusercontent.com\/u\/705404?v=4","affiliation":{"@type":"Organization","name":"ai-coustics"}},{"@type":"Person","@id":"https:\/\/github.com\/mre","name":"Matthias Endler","image":"https:\/\/avatars.githubusercontent.com\/u\/175809?v=4","affiliation":{"@type":"Organization","name":"corrode"}},{"@type":"Person","@id":"https:\/\/github.com\/mwilli20","name":"Matthew Williamson","image":"https:\/\/avatars.githubusercontent.com\/u\/8270905?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mvanschellebeeck","name":"mvanschellebeeck","image":"https:\/\/avatars.githubusercontent.com\/u\/17671052?v=4","affiliation":{"@type":"Organization","name":"Palantir"}},{"@type":"Person","@id":"https:\/\/github.com\/matthewjberger","name":"Matthew J. Berger","image":"https:\/\/avatars.githubusercontent.com\/u\/7131091?v=4","affiliation":{"@type":"Organization","name":"Hyphen"}},{"@type":"Person","@id":"https:\/\/github.com\/mrcosta","name":"Mateus Costa","image":"https:\/\/avatars.githubusercontent.com\/u\/4819516?v=4","affiliation":{"@type":"Organization","name":"europace"}},{"@type":"Person","@id":"https:\/\/github.com\/mkovaxx","name":"M\u00e1t\u00e9 Kov\u00e1cs","image":"https:\/\/avatars.githubusercontent.com\/u\/481354?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/DerWario","name":"Marlon","image":"https:\/\/avatars.githubusercontent.com\/u\/23586381?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/markusboehme","name":"Markus Boehme","image":"https:\/\/avatars.githubusercontent.com\/u\/5074759?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/markprovan","name":"Mark Provan","image":"https:\/\/avatars.githubusercontent.com\/u\/70797?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Therzok","name":"Marius Ungureanu","image":"https:\/\/avatars.githubusercontent.com\/u\/109974?v=4","affiliation":{"@type":"Organization","name":"stripe"}},{"@type":"Person","@id":"https:\/\/github.com\/Tarnadas","name":"Mario Reder","image":"https:\/\/avatars.githubusercontent.com\/u\/5855071?v=4","affiliation":{"@type":"Organization","name":"Orderly Network"}},{"@type":"Person","@id":"https:\/\/github.com\/softarn","name":"Marcus H\u00f6jvall","image":"https:\/\/avatars.githubusercontent.com\/u\/517619?v=4","affiliation":{"@type":"Organization","name":"Alphadev"}},{"@type":"Person","@id":"https:\/\/github.com\/MahdiBM","name":"Mahdi Bahrami","image":"https:\/\/avatars.githubusercontent.com\/u\/54685446?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/maartentibau","name":"Maarten Tibau","image":"https:\/\/avatars.githubusercontent.com\/u\/4103756?v=4","affiliation":{"@type":"Organization","name":"Webtrix"}},{"@type":"Person","@id":"https:\/\/github.com\/krmpotic","name":"Luka Krmpoti\u0107","image":"https:\/\/avatars.githubusercontent.com\/u\/10350645?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/lucasgrvarela","name":"Lucas Grigolon Varela","image":"https:\/\/avatars.githubusercontent.com\/u\/37870368?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jan-schreib","name":"Jan S","image":"https:\/\/avatars.githubusercontent.com\/u\/2648381?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jaads","name":"Jan Arends","image":"https:\/\/avatars.githubusercontent.com\/u\/34009329?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/JanB1","name":"Jan","image":"https:\/\/avatars.githubusercontent.com\/u\/5552248?v=4","affiliation":{"@type":"Organization","name":"Freelancer"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0009-0006-4602-1044","name":"J. Zow","sameAs":"https:\/\/github.com\/Jzow","image":"https:\/\/avatars.githubusercontent.com\/u\/68860495?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jwworth","name":"Jake Worth","image":"https:\/\/avatars.githubusercontent.com\/u\/2782858?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/imogenkinsman","name":"Imogen Kinsman","image":"https:\/\/avatars.githubusercontent.com\/u\/1147449?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/tinkhauser","name":"Jacob Tinkhauser","image":"https:\/\/avatars.githubusercontent.com\/u\/75188781?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jackos","name":"Jack Clayton","image":"https:\/\/avatars.githubusercontent.com\/u\/77730378?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jak-ch-ll","name":"jak-ch-ll","image":"https:\/\/avatars.githubusercontent.com\/u\/56225668?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/J-S-Kim","name":"J-S-Kim","image":"https:\/\/avatars.githubusercontent.com\/u\/17569303?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/eLVas","name":"Ivan Vasiunyk","image":"https:\/\/avatars.githubusercontent.com\/u\/6797156?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/cseltol","name":"Ivan Zverev","image":"https:\/\/avatars.githubusercontent.com\/u\/64264529?v=4","affiliation":{"@type":"Organization","name":"NDA"}},{"@type":"Person","@id":"https:\/\/github.com\/ikar49","name":"Pavel Levchenko","image":"https:\/\/avatars.githubusercontent.com\/u\/1428838?v=4","affiliation":{"@type":"Organization","name":"Kaspersky"}},{"@type":"Person","@id":"https:\/\/github.com\/flakolefluk","name":"Ignacio Falk","image":"https:\/\/avatars.githubusercontent.com\/u\/11986564?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/IVIURRAY","name":"IVIURRAY","image":"https:\/\/avatars.githubusercontent.com\/u\/16007179?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/hynek","name":"Hynek Schlawack","image":"https:\/\/avatars.githubusercontent.com\/u\/41240?v=4","affiliation":{"@type":"Organization","name":"Variomedia AG"}},{"@type":"Person","@id":"https:\/\/github.com\/Hunter-Plus","name":"Hunter Z","image":"https:\/\/avatars.githubusercontent.com\/u\/29066136?v=4","affiliation":{"@type":"Organization","name":"microsoft"}},{"@type":"Person","@id":"https:\/\/github.com\/aCactusOrSomething","name":"aCactusOrSomething","image":"https:\/\/avatars.githubusercontent.com\/u\/31144053?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/hisenb3rg","name":"Hisenberg","image":"https:\/\/avatars.githubusercontent.com\/u\/112600?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/veggiemonk","name":"Julien Bisconti","image":"https:\/\/avatars.githubusercontent.com\/u\/5487021?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/workingjubilee","name":"Jubilee","image":"https:\/\/avatars.githubusercontent.com\/u\/46493976?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jonathantorres","name":"Jonathan Torres","image":"https:\/\/avatars.githubusercontent.com\/u\/195615?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jmthree","name":"John Mendelewski","image":"https:\/\/avatars.githubusercontent.com\/u\/77524?v=4","affiliation":{"@type":"Organization","name":"HubSpot"}},{"@type":"Person","@id":"https:\/\/github.com\/CaribouJohn","name":"John Heath","image":"https:\/\/avatars.githubusercontent.com\/u\/6026956?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jbaber","name":"John Baber-Lucero","image":"https:\/\/avatars.githubusercontent.com\/u\/1908117?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/JoelMarcey","name":"Joel Marcey","image":"https:\/\/avatars.githubusercontent.com\/u\/3757713?v=4","affiliation":{"@type":"Organization","name":"Rust Foundation"}},{"@type":"Person","@id":"https:\/\/github.com\/jkremser","name":"Jirka Kremser","image":"https:\/\/avatars.githubusercontent.com\/u\/535866?v=4","affiliation":{"@type":"Organization","name":"kedify.io, k8gb dev, 3D print & FOSS enthusiast"}},{"@type":"Person","@id":"https:\/\/github.com\/jihchi","name":"Jihchi Lee","image":"https:\/\/avatars.githubusercontent.com\/u\/87983?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/bufo24","name":"Bufo","image":"https:\/\/avatars.githubusercontent.com\/u\/32884105?v=4","affiliation":{"@type":"Organization","name":"AmbossTech"}},{"@type":"Person","@id":"https:\/\/github.com\/jsejcksn","name":"Jesse Jackson","image":"https:\/\/avatars.githubusercontent.com\/u\/868251?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jensim","name":"Jens Brimforce","image":"https:\/\/avatars.githubusercontent.com\/u\/3663856?v=4","affiliation":{"@type":"Organization","name":"Wolt"}},{"@type":"Person","@id":"https:\/\/github.com\/jfchevrette","name":"Jean-Francois Chevrette","image":"https:\/\/avatars.githubusercontent.com\/u\/3001?v=4","affiliation":{"@type":"Organization","name":"Red Hat, Inc."}},{"@type":"Person","@id":"https:\/\/github.com\/jmahmood","name":"Jawaad Mahmood","image":"https:\/\/avatars.githubusercontent.com\/u\/95606?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jkauerl","name":"Javier Kauer","image":"https:\/\/avatars.githubusercontent.com\/u\/103618113?v=4","affiliation":{"@type":"Organization","name":"Universidad de Chile"}},{"@type":"Person","@id":"https:\/\/github.com\/JatinSanghvi","name":"Jatin Sanghvi","image":"https:\/\/avatars.githubusercontent.com\/u\/20547963?v=4","affiliation":{"@type":"Organization","name":"microsoft"}},{"@type":"Person","@id":"https:\/\/github.com\/pewsheen","name":"Jason Tsai","image":"https:\/\/avatars.githubusercontent.com\/u\/460329?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kawaiiPlat","name":"Jarrod Sanders","image":"https:\/\/avatars.githubusercontent.com\/u\/50600614?v=4","affiliation":{"@type":"Organization","name":"uf-mil"}}],"url":"https:\/\/rustlings.rust-lang.org","dateCreated":"2015-09-15T02:25:18+02:00","dateModified":"2026-11-02T11:32:43+01:00","datePublished":"2025-08-21T22:07:22+02:00","version":"Rustlings 6.5.0","license":["https:\/\/spdx.org\/licenses\/MIT.html"],"about":[{"@id":"https:\/\/www.wikidata.org\/wiki\/Q575650","@type":"DefinedTerm","inDefinedTermSet":"https:\/\/www.wikidata.org\/wiki\/","termCode":"Q575650","url":"https:\/\/www.wikidata.org\/wiki\/Q575650","name":"Rust"}]},{"@context":"https:\/\/schema.org","@type":"LearningResource","@id":"https:\/\/github.com\/jakevdp\/PythonDataScienceHandbook","http:\/\/purl.org\/dc\/terms\/conformsTo":{"@id":"https:\/\/bioschemas.org\/profiles\/TrainingMaterial\/1.0-RELEASE","@type":"CreativeWork"},"description":"Python Data Science Handbook: full text in Jupyter Notebooks","keywords":"Python, Data science","name":"jakevdp\/PythonDataScienceHandbook","author":[{"@type":"Person","name":"Jake Vanderplas","@id":"https:\/\/github.com\/jakevdp","description":"Python ML & Data Science","image":"https:\/\/avatars.githubusercontent.com\/u\/781659?v=4","url":"http:\/\/www.vanderplas.com","sameAs":["https:\/\/twitter.com\/jakevdp"],"affiliation":{"@type":"Organization","name":"Google"}}],"contributor":[{"@type":"Person","@id":"https:\/\/github.com\/jakevdp","name":"Jake Vanderplas","image":"https:\/\/avatars.githubusercontent.com\/u\/781659?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0009-0005-9865-9771","name":"S\u00f8ren Fuglede J\u00f8rgensen","sameAs":"https:\/\/github.com\/fuglede","image":"https:\/\/avatars.githubusercontent.com\/u\/6169306?v=4","affiliation":{"@type":"Organization","name":"Kvantify"}},{"@type":"Person","@id":"https:\/\/github.com\/ncclementi","name":"Naty Clementi","image":"https:\/\/avatars.githubusercontent.com\/u\/7526622?v=4","affiliation":{"@type":"Organization","name":"NVIDIA"}},{"@type":"Person","@id":"https:\/\/github.com\/vfdev-5","name":"vfdev","image":"https:\/\/avatars.githubusercontent.com\/u\/2459423?v=4","affiliation":{"@type":"Organization","name":"openteams-ai"}},{"@type":"Person","@id":"https:\/\/github.com\/aaronvanderlip","name":"Aaron VanDerlip","image":"https:\/\/avatars.githubusercontent.com\/u\/537370?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-2391-0678","name":"Chris Holdgraf","sameAs":"https:\/\/github.com\/choldgraf","image":"https:\/\/avatars.githubusercontent.com\/u\/1839645?v=4","affiliation":{"@type":"Organization","name":"2i2c-org"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0003-3388-9187","name":"David Haberth\u00fcr","sameAs":"https:\/\/github.com\/habi","image":"https:\/\/avatars.githubusercontent.com\/u\/1651235?v=4","affiliation":{"@type":"Organization","name":"Institute of Anatomy, Unversity of Bern, Switzerland"}},{"@type":"Person","@id":"https:\/\/github.com\/henrystokeley","name":"Henry Stokeley","image":"https:\/\/avatars.githubusercontent.com\/u\/7350567?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/namreg","name":"Igor German","image":"https:\/\/avatars.githubusercontent.com\/u\/391872?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jackboot7","name":"Luis Alberto Santana","image":"https:\/\/avatars.githubusercontent.com\/u\/493975?v=4","affiliation":{"@type":"Organization","name":"credijusto"}},{"@type":"Person","@id":"https:\/\/github.com\/rlgomes","name":"Rodney Gomes","image":"https:\/\/avatars.githubusercontent.com\/u\/107359?v=4","affiliation":{"@type":"Organization","name":"Looker"}},{"@type":"Person","@id":"https:\/\/github.com\/weirubin","name":"Rubin Wei","image":"https:\/\/avatars.githubusercontent.com\/u\/1878389?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/evolvah","name":"Sergey Maslyakov","image":"https:\/\/avatars.githubusercontent.com\/u\/4317129?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/bllchmbrs","name":"Bill Chambers","image":"https:\/\/avatars.githubusercontent.com\/u\/1642503?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/pkitslaar","name":"pkitslaar","image":"https:\/\/avatars.githubusercontent.com\/u\/362051?v=4"}],"url":"http:\/\/jakevdp.github.io\/PythonDataScienceHandbook","dateCreated":"2016-08-10T14:24:36+02:00","dateModified":"2026-11-02T11:09:52+01:00","license":["https:\/\/spdx.org\/licenses\/MIT.html"],"about":[{"@id":"http:\/\/bigdatau.org\/dseo#Python","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/bigdatau.org\/dseo","termCode":"Python","url":"http:\/\/bigdatau.org\/dseo#Python","name":"Python"},{"@id":"http:\/\/purl.bioontology.org\/ontology\/MESH\/D000077488","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/purl.bioontology.org\/ontology\/MESH","termCode":"D000077488","url":"http:\/\/purl.bioontology.org\/ontology\/MESH\/D000077488","name":"Data Science"}]},{"@context":"https:\/\/schema.org","@type":"LearningResource","@id":"https:\/\/github.com\/DataTalksClub\/data-engineering-zoomcamp","http:\/\/purl.org\/dc\/terms\/conformsTo":{"@id":"https:\/\/bioschemas.org\/profiles\/TrainingMaterial\/1.0-RELEASE","@type":"CreativeWork"},"description":"Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here \ud83d\udc47\ud83c\udffc","keywords":"Data science, Containerization, Docker","name":"DataTalksClub\/data-engineering-zoomcamp","author":[{"@type":"Organization","name":"DataTalksClub","@id":"https:\/\/github.com\/DataTalksClub","email":"alexey@datatalks.club","description":"The place to talk about data","image":"https:\/\/avatars.githubusercontent.com\/u\/72699292?v=4","url":"https:\/\/datatalks.club","sameAs":["https:\/\/twitter.com\/DataTalksClub"]}],"contributor":[{"@type":"Person","@id":"https:\/\/github.com\/alexeygrigorev","name":"Alexey Grigorev","image":"https:\/\/avatars.githubusercontent.com\/u\/875246?v=4","affiliation":{"@type":"Organization","name":"DataTalksClub"}},{"@type":"Person","@id":"https:\/\/github.com\/Victoriapm","name":"Victoria Perez Mola","image":"https:\/\/avatars.githubusercontent.com\/u\/4315804?v=4","affiliation":{"@type":"Organization","name":"Organidata"}},{"@type":"Person","@id":"https:\/\/github.com\/sejalv","name":"SV","image":"https:\/\/avatars.githubusercontent.com\/u\/9307691?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AnkushKhanna","name":"ankushkhanna","image":"https:\/\/avatars.githubusercontent.com\/u\/3662357?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/wrussell1999","name":"Will Russell","image":"https:\/\/avatars.githubusercontent.com\/u\/34094921?v=4","affiliation":{"@type":"Organization","name":"kestra-io"}},{"@type":"Person","@id":"https:\/\/github.com\/jmperafan","name":"Juan Manuel Perafan","image":"https:\/\/avatars.githubusercontent.com\/u\/30569238?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/MichaelShoemaker","name":"Michael Shoemaker","image":"https:\/\/avatars.githubusercontent.com\/u\/7443591?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/anair123","name":"Aashish Nair","image":"https:\/\/avatars.githubusercontent.com\/u\/47230033?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kavaivaleri","name":"Valeriia Kuka","image":"https:\/\/avatars.githubusercontent.com\/u\/71337024?v=4","affiliation":{"@type":"Organization","name":"DataTalksClub"}},{"@type":"Person","@id":"https:\/\/github.com\/guoliveira","name":"Luis Guilherme Sousa de Oliveira","image":"https:\/\/avatars.githubusercontent.com\/u\/12693788?v=4","affiliation":{"@type":"Organization","name":"Galp"}},{"@type":"Person","@id":"https:\/\/github.com\/ManuelGuerra1987","name":"Manuel Guerra","image":"https:\/\/avatars.githubusercontent.com\/u\/161093797?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ellacharmed","name":"ellacharmed","image":"https:\/\/avatars.githubusercontent.com\/u\/6437860?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/iobruno","name":"Bruno Oliveira","image":"https:\/\/avatars.githubusercontent.com\/u\/901651?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/bsenst","name":"Benjamin Senst","image":"https:\/\/avatars.githubusercontent.com\/u\/8211411?v=4","affiliation":{"@type":"Organization","name":"Freelance"}},{"@type":"Person","@id":"https:\/\/github.com\/ziritrion","name":"Alvaro Navas","image":"https:\/\/avatars.githubusercontent.com\/u\/1465235?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kwannoel","name":"Noel Kwan","image":"https:\/\/avatars.githubusercontent.com\/u\/47273164?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mushroomsandchai","name":"ajay katte","image":"https:\/\/avatars.githubusercontent.com\/u\/28799839?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ankurchavda","name":"Ankur Chavda","image":"https:\/\/avatars.githubusercontent.com\/u\/13657423?v=4","affiliation":{"@type":"Organization","name":"airbnb"}},{"@type":"Person","@id":"https:\/\/github.com\/boisalai","name":"Alain Boisvert","image":"https:\/\/avatars.githubusercontent.com\/u\/1431945?v=4","affiliation":{"@type":"Organization","name":"Home"}},{"@type":"Person","@id":"https:\/\/github.com\/IremErturk","name":"IremErturk","image":"https:\/\/avatars.githubusercontent.com\/u\/10202449?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/inner-outer-space","name":"Linda","image":"https:\/\/avatars.githubusercontent.com\/u\/12296455?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/MTorregrosaM","name":"Marcos","image":"https:\/\/avatars.githubusercontent.com\/u\/188569446?v=4","affiliation":{"@type":"Organization","name":"ING"}},{"@type":"Person","@id":"https:\/\/github.com\/malu-fisher","name":"Malu Fisher","image":"https:\/\/avatars.githubusercontent.com\/u\/33252792?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/padilha","name":"Victor Alexandre Padilha","image":"https:\/\/avatars.githubusercontent.com\/u\/848035?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Horeb136","name":"Horeb SEIDOU","image":"https:\/\/avatars.githubusercontent.com\/u\/87755176?v=4","affiliation":{"@type":"Organization","name":"Datastorm-Genes"}},{"@type":"Person","@id":"https:\/\/github.com\/fonsecagabriella","name":"Gabi Fonseca","image":"https:\/\/avatars.githubusercontent.com\/u\/1550446?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/canovasjm","name":"canovasjm","image":"https:\/\/avatars.githubusercontent.com\/u\/19241669?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Data-Think-2021","name":"DataThink","image":"https:\/\/avatars.githubusercontent.com\/u\/50060023?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/discdiver","name":"Jeff Hale","image":"https:\/\/avatars.githubusercontent.com\/u\/7703961?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Olapels","name":"Martins Ajakaye","image":"https:\/\/avatars.githubusercontent.com\/u\/41131901?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/iamtodor","name":"iamtodor","image":"https:\/\/avatars.githubusercontent.com\/u\/12586108?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/sandy-75","name":"sandy-75","image":"https:\/\/avatars.githubusercontent.com\/u\/65478949?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jboliv01","name":"Jonah Oliver","image":"https:\/\/avatars.githubusercontent.com\/u\/57547273?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gsajko","name":"Grzegorz Sajko","image":"https:\/\/avatars.githubusercontent.com\/u\/42315895?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/froukje","name":"Frauke Albrecht","image":"https:\/\/avatars.githubusercontent.com\/u\/10419258?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/vanalex","name":"Alejandro Pajaron","image":"https:\/\/avatars.githubusercontent.com\/u\/14924728?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/plpcout","name":"Pedro","image":"https:\/\/avatars.githubusercontent.com\/u\/39490719?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/TillMeineke","name":"Till Meineke","image":"https:\/\/avatars.githubusercontent.com\/u\/87139424?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Tinker0425","name":"Tinker0425","image":"https:\/\/avatars.githubusercontent.com\/u\/79473752?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/VincenzoGalante","name":"Vincenzo Galante","image":"https:\/\/avatars.githubusercontent.com\/u\/79586031?v=4","affiliation":{"@type":"Organization","name":"Zalando"}},{"@type":"Person","@id":"https:\/\/github.com\/adrianbr","name":"adrianbr","image":"https:\/\/avatars.githubusercontent.com\/u\/5762770?v=4","affiliation":{"@type":"Organization","name":"dlthub"}},{"@type":"Person","@id":"https:\/\/github.com\/aturevich","name":"aturevich","image":"https:\/\/avatars.githubusercontent.com\/u\/150670914?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/WetCatto","name":"wetcatto","image":"https:\/\/avatars.githubusercontent.com\/u\/185081385?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Alvaro-Kothe","name":"\u00c1lvaro Kothe","image":"https:\/\/avatars.githubusercontent.com\/u\/60141605?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/alexg9010","name":"Alexander Blume","image":"https:\/\/avatars.githubusercontent.com\/u\/14021775?v=4","affiliation":{"@type":"Organization","name":"BIMSBbioinfo"}},{"@type":"Person","@id":"https:\/\/github.com\/anna-geller","name":"Anna Geller","image":"https:\/\/avatars.githubusercontent.com\/u\/86264395?v=4","affiliation":{"@type":"Organization","name":"kestra-io"}},{"@type":"Person","@id":"https:\/\/github.com\/Balajirvp","name":"Balaji Padmanathan","image":"https:\/\/avatars.githubusercontent.com\/u\/104417912?v=4","affiliation":{"@type":"Organization","name":"Eaton"}},{"@type":"Person","@id":"https:\/\/github.com\/Daniel-Lachner-Piza","name":"Daniel Lachner-Piza","image":"https:\/\/avatars.githubusercontent.com\/u\/39969397?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ITNADigital","name":"ITNA Digital","image":"https:\/\/avatars.githubusercontent.com\/u\/98095437?v=4","affiliation":{"@type":"Organization","name":"ITNA Digital"}},{"@type":"Person","@id":"https:\/\/github.com\/kargarisaac","name":"Isaac Kargar","image":"https:\/\/avatars.githubusercontent.com\/u\/24753756?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/khanhnguyen7802","name":"Khanh Nguyen","image":"https:\/\/avatars.githubusercontent.com\/u\/134489319?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mattppal","name":"Matt","image":"https:\/\/avatars.githubusercontent.com\/u\/59450879?v=4","affiliation":{"@type":"Organization","name":"meltylabs"}},{"@type":"Person","@id":"https:\/\/github.com\/michael-alpinedata","name":"Michael Garcia","image":"https:\/\/avatars.githubusercontent.com\/u\/84154629?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ozkary","name":"Oscar D. Garcia","image":"https:\/\/avatars.githubusercontent.com\/u\/2413845?v=4","affiliation":{"@type":"Organization","name":"og-bit.com"}},{"@type":"Person","@id":"https:\/\/github.com\/Samaha10","name":"Samaha10","image":"https:\/\/avatars.githubusercontent.com\/u\/56085746?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/shayansm2","name":"Shayan Shafiee Moghadam","image":"https:\/\/avatars.githubusercontent.com\/u\/73420694?v=4","affiliation":{"@type":"Organization","name":"hamravesh.com"}},{"@type":"Person","@id":"https:\/\/github.com\/ShuraZeryck","name":"ShuraZeryck","image":"https:\/\/avatars.githubusercontent.com\/u\/96924114?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/VeraZab","name":"VeraZab","image":"https:\/\/avatars.githubusercontent.com\/u\/4257572?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/EcZachly","name":"Zach Wilson","image":"https:\/\/avatars.githubusercontent.com\/u\/4583288?v=4","affiliation":{"@type":"Organization","name":"DataExpert.io"}},{"@type":"Person","@id":"https:\/\/github.com\/Zesky665","name":"Zesky665","image":"https:\/\/avatars.githubusercontent.com\/u\/12645277?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/askeladden31","name":"askeladden31","image":"https:\/\/avatars.githubusercontent.com\/u\/24873855?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gaussian-circle","name":"gaussian-circle","image":"https:\/\/avatars.githubusercontent.com\/u\/254617628?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/khadyo","name":"khadyo","image":"https:\/\/avatars.githubusercontent.com\/u\/134802550?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/louis-233","name":"louis-233","image":"https:\/\/avatars.githubusercontent.com\/u\/98280200?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mmg10","name":"mmg10","image":"https:\/\/avatars.githubusercontent.com\/u\/65535131?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/LoHertel","name":"Lorenz","image":"https:\/\/avatars.githubusercontent.com\/u\/6966336?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ABZ-Aaron","name":"Aaron","image":"https:\/\/avatars.githubusercontent.com\/u\/55029420?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AstrakhantsevaAA","name":"Alena Astrakhantseva","image":"https:\/\/avatars.githubusercontent.com\/u\/20367975?v=4","affiliation":{"@type":"Organization","name":"DltHub"}},{"@type":"Person","@id":"https:\/\/github.com\/gaoxinglin","name":"Xinglin (Andrew) Gao","image":"https:\/\/avatars.githubusercontent.com\/u\/166126428?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/amohan601","name":"Anju Mohan","image":"https:\/\/avatars.githubusercontent.com\/u\/46586160?v=4","affiliation":{"@type":"Organization","name":"Mastech Digital"}},{"@type":"Person","@id":"https:\/\/github.com\/nervuzz","name":"Bogdan","image":"https:\/\/avatars.githubusercontent.com\/u\/15368390?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/teacherc","name":"Candace Williams","image":"https:\/\/avatars.githubusercontent.com\/u\/1527329?v=4","affiliation":{"@type":"Organization","name":"healthsherpa"}},{"@type":"Person","@id":"https:\/\/github.com\/hwchua0209","name":"Chua HongWei","image":"https:\/\/avatars.githubusercontent.com\/u\/33961374?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/datavadoz","name":"Danh V\u00f5","image":"https:\/\/avatars.githubusercontent.com\/u\/18444541?v=4","affiliation":{"@type":"Organization","name":"THE ICONIC"}},{"@type":"Person","@id":"https:\/\/github.com\/elitongadotti","name":"Eliton D. Gadotti","image":"https:\/\/avatars.githubusercontent.com\/u\/29341801?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/eltociear","name":"Ikko Eltociear Ashimine","image":"https:\/\/avatars.githubusercontent.com\/u\/22633385?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/JMGGarcia","name":"JMGGarcia","image":"https:\/\/avatars.githubusercontent.com\/u\/6731738?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/NguyenLoi851","name":"NguyenLoi851","image":"https:\/\/avatars.githubusercontent.com\/u\/60845268?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mccurcio","name":"MattCurcio","image":"https:\/\/avatars.githubusercontent.com\/u\/1915749?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mferrari0","name":"Marco Ferrari","image":"https:\/\/avatars.githubusercontent.com\/u\/33093184?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/arilamstein","name":"Ari Lamstein","image":"https:\/\/avatars.githubusercontent.com\/u\/50784?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/david-parkk","name":"Park Jiwon","image":"https:\/\/avatars.githubusercontent.com\/u\/57484954?v=4","affiliation":{"@type":"Organization","name":"Konkuk University"}},{"@type":"Person","@id":"https:\/\/github.com\/piehizu","name":"piehizu","image":"https:\/\/avatars.githubusercontent.com\/u\/29530917?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/pwsandoval","name":"Peter Wagner Sandoval Moreno","image":"https:\/\/avatars.githubusercontent.com\/u\/15174704?v=4","affiliation":{"@type":"Organization","name":"SIDERPERU"}},{"@type":"Person","@id":"https:\/\/github.com\/HangenYuu","name":"Pham Nguyen Hung","image":"https:\/\/avatars.githubusercontent.com\/u\/97870091?v=4","affiliation":{"@type":"Organization","name":"A*Star"}},{"@type":"Person","@id":"https:\/\/github.com\/piyush280599","name":"Piyush","image":"https:\/\/avatars.githubusercontent.com\/u\/118425491?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/pvcodes","name":"Pranjal Verma","image":"https:\/\/avatars.githubusercontent.com\/u\/90865757?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/QuentinElGuay","name":"QuentinElGuay","image":"https:\/\/avatars.githubusercontent.com\/u\/33553005?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/rahidzeynal","name":"Rahid Zeynalov","image":"https:\/\/avatars.githubusercontent.com\/u\/44039543?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/seduerr91","name":"Sebastian","image":"https:\/\/avatars.githubusercontent.com\/u\/15314980?v=4","affiliation":{"@type":"Organization","name":"Kindest AI, MIT Sloan"}},{"@type":"Person","@id":"https:\/\/github.com\/sengopal","name":"Senthilkumar Gopal","image":"https:\/\/avatars.githubusercontent.com\/u\/787381?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/shaheer1018","name":"Shaheer","image":"https:\/\/avatars.githubusercontent.com\/u\/76112036?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0003-3444-1333","name":"Sharad Kumar Gupta","sameAs":"https:\/\/github.com\/sharadgupta27","image":"https:\/\/avatars.githubusercontent.com\/u\/11351402?v=4","affiliation":{"@type":"Organization","name":"Helmholtz Centre for Environmental Research - UFZ"}},{"@type":"Person","@id":"https:\/\/github.com\/t0bst","name":"St\u00e9phane","image":"https:\/\/avatars.githubusercontent.com\/u\/82201579?v=4","affiliation":{"@type":"Organization","name":"ING Belgium"}},{"@type":"Person","@id":"https:\/\/github.com\/sunilmakkar","name":"Sunil","image":"https:\/\/avatars.githubusercontent.com\/u\/166569697?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/tahanawfal","name":"Taha Nawfal","image":"https:\/\/avatars.githubusercontent.com\/u\/34232047?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/wisensane","name":"wisensane","image":"https:\/\/avatars.githubusercontent.com\/u\/13351320?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/PK109","name":"PK109","image":"https:\/\/avatars.githubusercontent.com\/u\/89292251?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/MekongDelta-mind","name":"Prabin Nayak","image":"https:\/\/avatars.githubusercontent.com\/u\/47595700?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nifesimii","name":"Oluwanifesimi Frank Ademoye","image":"https:\/\/avatars.githubusercontent.com\/u\/52410282?v=4","affiliation":{"@type":"Organization","name":"Self-employed"}},{"@type":"Person","@id":"https:\/\/github.com\/iamraphson","name":"Olusegun Ayeni","image":"https:\/\/avatars.githubusercontent.com\/u\/3502724?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nikolai-neustroev","name":"Nikolai Neustroev","image":"https:\/\/avatars.githubusercontent.com\/u\/38642966?v=4","affiliation":{"@type":"Organization","name":"inDriver"}},{"@type":"Person","@id":"https:\/\/github.com\/NguyenNhat4","name":"Nguy\u1ec5n Minh Nh\u1eadt","image":"https:\/\/avatars.githubusercontent.com\/u\/123147485?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/NgoniMujuru","name":"NgoniMujuru","image":"https:\/\/avatars.githubusercontent.com\/u\/37013890?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/NAMAN108282","name":"Naman","image":"https:\/\/avatars.githubusercontent.com\/u\/49680172?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Manny-97","name":"Muhammed Jimoh","image":"https:\/\/avatars.githubusercontent.com\/u\/64415804?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Qfl3x","name":"M. Ayoub Chettouh","image":"https:\/\/avatars.githubusercontent.com\/u\/20775896?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/thebadcoder96","name":"Mishahal Palakuniyil","image":"https:\/\/avatars.githubusercontent.com\/u\/58310848?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mvtullius","name":"Michael Tullius","image":"https:\/\/avatars.githubusercontent.com\/u\/48781304?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mkuy-hillspire","name":"Michael Kuy","image":"https:\/\/avatars.githubusercontent.com\/u\/94992068?v=4","affiliation":{"@type":"Organization","name":"Hillspire"}},{"@type":"Person","@id":"https:\/\/github.com\/mharty3","name":"Michael Harty","image":"https:\/\/avatars.githubusercontent.com\/u\/21209567?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/fmansour10","name":"Freddy Mansour","image":"https:\/\/avatars.githubusercontent.com\/u\/36428213?v=4","affiliation":{"@type":"Organization","name":"Blueport"}},{"@type":"Person","@id":"https:\/\/github.com\/rdndas","name":"theconfusedsage","image":"https:\/\/avatars.githubusercontent.com\/u\/1344443?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/saraisab","name":"saraisab","image":"https:\/\/avatars.githubusercontent.com\/u\/162863185?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/samhsark","name":"samhsark","image":"https:\/\/avatars.githubusercontent.com\/u\/66312882?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/rafik-rahoui","name":"rafik-rahoui","image":"https:\/\/avatars.githubusercontent.com\/u\/48363381?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/peatwan","name":"peatwan","image":"https:\/\/avatars.githubusercontent.com\/u\/23513112?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/motho17","name":"motho17","image":"https:\/\/avatars.githubusercontent.com\/u\/50871753?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/MhmedRjb","name":"mhmed rjb","image":"https:\/\/avatars.githubusercontent.com\/u\/72052305?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mertyergin","name":"mert","image":"https:\/\/avatars.githubusercontent.com\/u\/19389250?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/zaherweb","name":"mahmoud zaher","image":"https:\/\/avatars.githubusercontent.com\/u\/41656630?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/maberrospi","name":"maberrospi","image":"https:\/\/avatars.githubusercontent.com\/u\/82261578?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/lqoshe","name":"lqoshe","image":"https:\/\/avatars.githubusercontent.com\/u\/105874324?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kawczy83","name":"kawczy83","image":"https:\/\/avatars.githubusercontent.com\/u\/4389911?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jralduaveuthey","name":"jralduaveuthey","image":"https:\/\/avatars.githubusercontent.com\/u\/3756919?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jessicadesilva12","name":"jessicadesilva12","image":"https:\/\/avatars.githubusercontent.com\/u\/135183264?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jeosol","name":"jeosol","image":"https:\/\/avatars.githubusercontent.com\/u\/8935537?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/igorgorp","name":"igorgorp","image":"https:\/\/avatars.githubusercontent.com\/u\/31143627?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gshumkov","name":"Grigory Shumkov","image":"https:\/\/avatars.githubusercontent.com\/u\/30426061?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/giacomo-b","name":"giacomo-b","image":"https:\/\/avatars.githubusercontent.com\/u\/38355805?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/georgePopaEv","name":"georgePopaEv","image":"https:\/\/avatars.githubusercontent.com\/u\/64669578?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/el-grudge","name":"Mina Sonbol","image":"https:\/\/avatars.githubusercontent.com\/u\/7900567?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dukesync","name":"dukesync","image":"https:\/\/avatars.githubusercontent.com\/u\/253817404?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dimzachar","name":"dimzachar","image":"https:\/\/avatars.githubusercontent.com\/u\/113017737?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dboyraz","name":"Deniz","image":"https:\/\/avatars.githubusercontent.com\/u\/44680377?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/apuhegde","name":"Apurva Hegde","image":"https:\/\/avatars.githubusercontent.com\/u\/17661162?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Badaszz","name":"Yusuf Solomon","image":"https:\/\/avatars.githubusercontent.com\/u\/134653873?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/justinpak13","name":"Justin Pak","image":"https:\/\/avatars.githubusercontent.com\/u\/71770599?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Yashraj-Muthyapwar","name":"Yashraj Muthyapwar","image":"https:\/\/avatars.githubusercontent.com\/u\/76719689?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/joewnga","name":"Joe Wanga","image":"https:\/\/avatars.githubusercontent.com\/u\/66113453?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/vivekfe","name":"Vivek Srivastava","image":"https:\/\/avatars.githubusercontent.com\/u\/435616?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/viniciuspc","name":"Vinicius Pasqualini Carvalho","image":"https:\/\/avatars.githubusercontent.com\/u\/1146751?v=4","affiliation":{"@type":"Organization","name":"Fraunhofer Portugal"}},{"@type":"Person","@id":"https:\/\/github.com\/Tofag-py","name":"Tofag","image":"https:\/\/avatars.githubusercontent.com\/u\/103821367?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Fozan-Talat","name":"Fozan Talat","image":"https:\/\/avatars.githubusercontent.com\/u\/61787223?v=4","affiliation":{"@type":"Organization","name":"Systems ltd"}},{"@type":"Person","@id":"https:\/\/github.com\/Fedrpi","name":"Fedrpi","image":"https:\/\/avatars.githubusercontent.com\/u\/16737893?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/FaisalMohd","name":"FaisalMohd","image":"https:\/\/avatars.githubusercontent.com\/u\/45321321?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/fabriceleal","name":"Fabrice Ferreira Leal","image":"https:\/\/avatars.githubusercontent.com\/u\/1077306?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ehub-96","name":"Erik Hu\u00df","image":"https:\/\/avatars.githubusercontent.com\/u\/107818060?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ymericson","name":"Eric Son","image":"https:\/\/avatars.githubusercontent.com\/u\/20785751?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/obzva","name":"Dongyeong Chon","image":"https:\/\/avatars.githubusercontent.com\/u\/98512859?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/oktavianidewi","name":"Dewi Oktaviani","image":"https:\/\/avatars.githubusercontent.com\/u\/1182494?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/procoder3001","name":"procoder3001","image":"https:\/\/avatars.githubusercontent.com\/u\/48736213?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Wilson2214","name":"Dave Wilson","image":"https:\/\/avatars.githubusercontent.com\/u\/39279731?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/razorcd","name":"Cristian Dugacicu","image":"https:\/\/avatars.githubusercontent.com\/u\/3721810?v=4","affiliation":{"@type":"Organization","name":"\u1566(\u00b0 \u035c\u0296 \u0361\u00b0)\u1564"}},{"@type":"Person","@id":"https:\/\/github.com\/connie-carey","name":"Connie Carey","image":"https:\/\/avatars.githubusercontent.com\/u\/187449670?v=4","affiliation":{"@type":"Organization","name":"dbt labs"}},{"@type":"Person","@id":"https:\/\/github.com\/cch0","name":"Chih-Chieh","image":"https:\/\/avatars.githubusercontent.com\/u\/1668614?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/casesuroo","name":"casesuroo","image":"https:\/\/avatars.githubusercontent.com\/u\/63835462?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/CaThY-988","name":"CaThY-988","image":"https:\/\/avatars.githubusercontent.com\/u\/50583154?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/1beb","name":"Brandon Bertelsen","image":"https:\/\/avatars.githubusercontent.com\/u\/421859?v=4","affiliation":{"@type":"Organization","name":"yougov-datascience @actualizeinc @credoinc"}},{"@type":"Person","@id":"https:\/\/github.com\/BadrBensassi","name":"BBensassi","image":"https:\/\/avatars.githubusercontent.com\/u\/130059633?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Avisprof","name":"Avisprof","image":"https:\/\/avatars.githubusercontent.com\/u\/113010145?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/asadr-dojo","name":"Asad Rauf","image":"https:\/\/avatars.githubusercontent.com\/u\/20708936?v=4","affiliation":{"@type":"Organization","name":"dojo-engineering"}},{"@type":"Person","@id":"https:\/\/github.com\/adamiaonr","name":"Antonio (Dami\u00e3o) Rodrigues","image":"https:\/\/avatars.githubusercontent.com\/u\/5468601?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AmeyKokane","name":"AmeyKokane","image":"https:\/\/avatars.githubusercontent.com\/u\/20212177?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Amanatar","name":"Aman Atar","image":"https:\/\/avatars.githubusercontent.com\/u\/97863632?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/aaalexlit","name":"Alex","image":"https:\/\/avatars.githubusercontent.com\/u\/116374290?v=4","affiliation":{"@type":"Organization","name":"manychat"}},{"@type":"Person","@id":"https:\/\/github.com\/AkanimohOD19A","name":"Daniel AMAH","image":"https:\/\/avatars.githubusercontent.com\/u\/51209193?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Aditya-Tiwari-07","name":"Aditya Tiwari","image":"https:\/\/avatars.githubusercontent.com\/u\/75854433?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/itsadityagupta","name":"Aditya Gupta","image":"https:\/\/avatars.githubusercontent.com\/u\/44528202?v=4","affiliation":{"@type":"Organization","name":"Media.Net"}},{"@type":"Person","@id":"https:\/\/github.com\/Manny-hub","name":"Adeyeye Ayomide","image":"https:\/\/avatars.githubusercontent.com\/u\/77075242?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AbdelaliEch","name":"AbdelaliEch","image":"https:\/\/avatars.githubusercontent.com\/u\/181838356?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/1879020","name":"1879020","image":"https:\/\/avatars.githubusercontent.com\/u\/125237915?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/MercyMarkus","name":"Mercy Markus","image":"https:\/\/avatars.githubusercontent.com\/u\/15923328?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/maxim-eyengue","name":"Maximilien Eyengue","image":"https:\/\/avatars.githubusercontent.com\/u\/74904516?v=4","affiliation":{"@type":"Organization","name":"SAND Technologies"}},{"@type":"Person","@id":"https:\/\/github.com\/MartyC-137","name":"Martin Palkovic","image":"https:\/\/avatars.githubusercontent.com\/u\/62304623?v=4","affiliation":{"@type":"Organization","name":"OPENLANE"}},{"@type":"Person","@id":"https:\/\/github.com\/Manojkl","name":"Manoj Kolpe","image":"https:\/\/avatars.githubusercontent.com\/u\/15636057?v=4","affiliation":{"@type":"Organization","name":"Open Source"}},{"@type":"Person","@id":"https:\/\/github.com\/v-makarov-code","name":"Makarov Vladislav","image":"https:\/\/avatars.githubusercontent.com\/u\/212896594?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/magdalenakuhn17","name":"Magdalena Kuhn","image":"https:\/\/avatars.githubusercontent.com\/u\/139039524?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/leofofeo","name":"Leo","image":"https:\/\/avatars.githubusercontent.com\/u\/11272925?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/lassebenni","name":"Lasse Benninga","image":"https:\/\/avatars.githubusercontent.com\/u\/7990862?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/krish-rm","name":"Krishnakumar RM","image":"https:\/\/avatars.githubusercontent.com\/u\/194880029?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kirill505","name":"Kirill Bazarov","image":"https:\/\/avatars.githubusercontent.com\/u\/7887486?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Khangtran94","name":"Khang Tran","image":"https:\/\/avatars.githubusercontent.com\/u\/146164801?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kemaldahha","name":"Kemal Dahha","image":"https:\/\/avatars.githubusercontent.com\/u\/66003118?v=4","affiliation":{"@type":"Organization","name":"ASML"}},{"@type":"Person","@id":"https:\/\/github.com\/TheHollidayInn","name":"Keith Holliday","image":"https:\/\/avatars.githubusercontent.com\/u\/1253400?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/lemieuxjm","name":"June Lemieux","image":"https:\/\/avatars.githubusercontent.com\/u\/149027663?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jugnuarora","name":"Jugnu","image":"https:\/\/avatars.githubusercontent.com\/u\/107934489?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jessicadesilva","name":"Jessica De Silva","image":"https:\/\/avatars.githubusercontent.com\/u\/74026509?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ossScharom","name":"Jerome Wuerf","image":"https:\/\/avatars.githubusercontent.com\/u\/20304179?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/JTFERN","name":"JTFERN","image":"https:\/\/avatars.githubusercontent.com\/u\/128382929?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/IbraheemTaha","name":"Ibraheem Taha","image":"https:\/\/avatars.githubusercontent.com\/u\/16441959?v=4","affiliation":{"@type":"Organization","name":"Aalborg University"}},{"@type":"Person","@id":"https:\/\/github.com\/daiyaharsh90","name":"Harsh Daiya","image":"https:\/\/avatars.githubusercontent.com\/u\/13291668?v=4","affiliation":{"@type":"Organization","name":"paypal"}},{"@type":"Person","@id":"https:\/\/github.com\/tranquanghuy0801","name":"Harry Tran","image":"https:\/\/avatars.githubusercontent.com\/u\/29462498?v=4","affiliation":{"@type":"Organization","name":"Bain"}},{"@type":"Person","@id":"https:\/\/github.com\/hvjay","name":"Harris Vijayagopal","image":"https:\/\/avatars.githubusercontent.com\/u\/42661185?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/haniehm","name":"Hanieh Moshki","image":"https:\/\/avatars.githubusercontent.com\/u\/10383771?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Hamagistral","name":"Hamza","image":"https:\/\/avatars.githubusercontent.com\/u\/66017329?v=4","affiliation":{"@type":"Organization","name":"Airbus"}},{"@type":"Person","@id":"https:\/\/github.com\/hamad-tariq","name":"Hammad Tariq","image":"https:\/\/avatars.githubusercontent.com\/u\/113939608?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0009-0006-0340-4918","name":"Hafeez Pizofreude","sameAs":"https:\/\/github.com\/pizofreude","image":"https:\/\/avatars.githubusercontent.com\/u\/108355948?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Guanyi-Lu","name":"Guanyi Lu","image":"https:\/\/avatars.githubusercontent.com\/u\/145878350?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gregorywmorris","name":"Gregory W Morris","image":"https:\/\/avatars.githubusercontent.com\/u\/83911983?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gerrykou","name":"Gerasimos Kounadis","image":"https:\/\/avatars.githubusercontent.com\/u\/13572514?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/geraldooi","name":"Gerald Ooi","image":"https:\/\/avatars.githubusercontent.com\/u\/27208744?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Kafkaese","name":"Frederik Laubisch","image":"https:\/\/avatars.githubusercontent.com\/u\/18165334?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ltianyi992","name":"james LI","image":"https:\/\/avatars.githubusercontent.com\/u\/256703308?v=4"}],"url":"https:\/\/courses.datatalks.club\/register\/de-zoomcamp\/","dateCreated":"2021-10-21T09:32:50+02:00","dateModified":"2026-11-02T10:32:25+01:00","about":[{"@id":"http:\/\/purl.bioontology.org\/ontology\/MESH\/D000077488","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/purl.bioontology.org\/ontology\/MESH","termCode":"D000077488","url":"http:\/\/purl.bioontology.org\/ontology\/MESH\/D000077488","name":"Data Science"},{"@id":"https:\/\/www.wikidata.org\/wiki\/Q107630377","@type":"DefinedTerm","inDefinedTermSet":"https:\/\/www.wikidata.org\/wiki\/","termCode":"Q107630377","url":"https:\/\/www.wikidata.org\/wiki\/Q107630377","name":"Containerization"},{"@id":"https:\/\/w3id.org\/fdt\/fdt-o#Docker","@type":"DefinedTerm","inDefinedTermSet":"https:\/\/w3id.org\/fdt\/fdt-o","termCode":"Docker","url":"https:\/\/w3id.org\/fdt\/fdt-o#Docker","name":"Docker Container"}]},{"@context":"https:\/\/schema.org","@type":"LearningResource","@id":"https:\/\/github.com\/google\/comprehensive-rust","http:\/\/purl.org\/dc\/terms\/conformsTo":{"@id":"https:\/\/bioschemas.org\/profiles\/TrainingMaterial\/1.0-RELEASE","@type":"CreativeWork"},"description":"This is the Rust course used by the Android team at Google. It provides you the material to quickly teach Rust.","keywords":"Rust","name":"google\/comprehensive-rust","author":[{"@type":"Organization","name":"Google","@id":"https:\/\/github.com\/google","email":"opensource@google.com","description":"Google \u2764\ufe0f Open Source","image":"https:\/\/avatars.githubusercontent.com\/u\/1342004?v=4","url":"https:\/\/opensource.google","sameAs":["https:\/\/twitter.com\/GoogleOSS"]}],"contributor":[{"@type":"Person","@id":"https:\/\/github.com\/mgeisler","name":"Martin Geisler","image":"https:\/\/avatars.githubusercontent.com\/u\/89623?v=4","affiliation":{"@type":"Organization","name":"ProtonMail"}},{"@type":"Person","@id":"https:\/\/github.com\/qwandor","name":"Andrew Walbran","image":"https:\/\/avatars.githubusercontent.com\/u\/103097?v=4","affiliation":{"@type":"Organization","name":"googlers"}},{"@type":"Person","@id":"https:\/\/github.com\/randomPoison","name":"Nicole L","image":"https:\/\/avatars.githubusercontent.com\/u\/1900829?v=4","affiliation":{"@type":"Organization","name":"Immunant, Inc."}},{"@type":"Person","@id":"https:\/\/github.com\/djmitche","name":"Dustin J. Mitchell","image":"https:\/\/avatars.githubusercontent.com\/u\/28673?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/henrif75","name":"Henri F.","image":"https:\/\/avatars.githubusercontent.com\/u\/11511589?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/igor-petruk","name":"Igor Petruk","image":"https:\/\/avatars.githubusercontent.com\/u\/1413920?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/fbornhofen","name":"Fabian Bornhofen","image":"https:\/\/avatars.githubusercontent.com\/u\/274328?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/hurryabit","name":"Martin Huschenbett","image":"https:\/\/avatars.githubusercontent.com\/u\/11665611?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/fw-immunant","name":"Frances Wingerter","image":"https:\/\/avatars.githubusercontent.com\/u\/91758128?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/cchiw","name":"Charisee Chiw","image":"https:\/\/avatars.githubusercontent.com\/u\/1305366?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/DannyRavi","name":"Danny Ra","image":"https:\/\/avatars.githubusercontent.com\/u\/4340829?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/reta","name":"Andriy Redko","image":"https:\/\/avatars.githubusercontent.com\/u\/509855?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/domenukk","name":"Dominik Maier","image":"https:\/\/avatars.githubusercontent.com\/u\/297744?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/michael-kerscher","name":"michael-kerscher","image":"https:\/\/avatars.githubusercontent.com\/u\/19885322?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nodmp","name":"Qinglin","image":"https:\/\/avatars.githubusercontent.com\/u\/22425539?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gendx","name":"Guillaume E","image":"https:\/\/avatars.githubusercontent.com\/u\/4346404?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jooyunghan","name":"Jooyung Han","image":"https:\/\/avatars.githubusercontent.com\/u\/579274?v=4","affiliation":{"@type":"Organization","name":"LG Electronics"}},{"@type":"Person","@id":"https:\/\/github.com\/gribozavr","name":"Dmitri Gribenko","image":"https:\/\/avatars.githubusercontent.com\/u\/1120569?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/egithinji","name":"Eric Githinji","image":"https:\/\/avatars.githubusercontent.com\/u\/51313777?v=4","affiliation":{"@type":"Organization","name":"google"}},{"@type":"Person","@id":"https:\/\/github.com\/AdrienBaudemont","name":"AdrienBaudemont","image":"https:\/\/avatars.githubusercontent.com\/u\/59776880?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kantasv","name":"Kanta Yamaoka (\u5c71\u5ca1\u5e79\u592a)","image":"https:\/\/avatars.githubusercontent.com\/u\/49053649?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/rastringer","name":"rastringer","image":"https:\/\/avatars.githubusercontent.com\/u\/11488687?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Enes1313","name":"Enes Ayd\u0131n","image":"https:\/\/avatars.githubusercontent.com\/u\/12311762?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/anforowicz","name":"Lukasz Anforowicz","image":"https:\/\/avatars.githubusercontent.com\/u\/12191912?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/sylxjtu","name":"Yulin Shen","image":"https:\/\/avatars.githubusercontent.com\/u\/2403943?v=4","affiliation":{"@type":"Organization","name":"googlers"}},{"@type":"Person","@id":"https:\/\/github.com\/mani-chand","name":"Manichand Kondapaka","image":"https:\/\/avatars.githubusercontent.com\/u\/65899331?v=4","affiliation":{"@type":"Organization","name":"Dexur"}},{"@type":"Person","@id":"https:\/\/github.com\/wnghl","name":"wnghl","image":"https:\/\/avatars.githubusercontent.com\/u\/42133316?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/andrewpollack","name":"Andrew Pollack-Gray","image":"https:\/\/avatars.githubusercontent.com\/u\/24868505?v=4","affiliation":{"@type":"Organization","name":"Anyscale"}},{"@type":"Person","@id":"https:\/\/github.com\/JasonXJ","name":"Jason Lin","image":"https:\/\/avatars.githubusercontent.com\/u\/6949499?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kuanhungchen","name":"Hank Chen","image":"https:\/\/avatars.githubusercontent.com\/u\/43292228?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/HidenoriKobayashi","name":"Hidenori Kobayashi","image":"https:\/\/avatars.githubusercontent.com\/u\/17474478?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/l0ngvh","name":"V\u00f5 Ho\u00e0ng Long","image":"https:\/\/avatars.githubusercontent.com\/u\/78085736?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/proski","name":"Pavel Roskin","image":"https:\/\/avatars.githubusercontent.com\/u\/1317472?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/adetaylor","name":"Adrian Taylor","image":"https:\/\/avatars.githubusercontent.com\/u\/145740?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/max-heller","name":"Max Heller","image":"https:\/\/avatars.githubusercontent.com\/u\/25730408?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jiyongp","name":"Jiyong Park","image":"https:\/\/avatars.githubusercontent.com\/u\/55639800?v=4","affiliation":{"@type":"Organization","name":"google"}},{"@type":"Person","@id":"https:\/\/github.com\/HuyNVuong","name":"Huy Vuong","image":"https:\/\/avatars.githubusercontent.com\/u\/35347897?v=4","affiliation":{"@type":"Organization","name":"google"}},{"@type":"Person","@id":"https:\/\/github.com\/baltuky","name":"Yauheni Baltukha","image":"https:\/\/avatars.githubusercontent.com\/u\/1665852?v=4","affiliation":{"@type":"Organization","name":"spotify"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0003-3302-2751","name":"rbehjati","sameAs":"https:\/\/github.com\/rbehjati","image":"https:\/\/avatars.githubusercontent.com\/u\/12942581?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/younies","name":"Younies Mahmoud","image":"https:\/\/avatars.githubusercontent.com\/u\/1424844?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/Throvn","name":"Louis Stanko","image":"https:\/\/avatars.githubusercontent.com\/u\/35542741?v=4","affiliation":{"@type":"Organization","name":"0xDopamining"}},{"@type":"Person","@id":"https:\/\/github.com\/justanotheranonymoususer","name":"justanotheranonymoususer","image":"https:\/\/avatars.githubusercontent.com\/u\/5781692?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/javad-jafari","name":"javad-jafari","image":"https:\/\/avatars.githubusercontent.com\/u\/65780584?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/detro","name":"Zio Ivan","image":"https:\/\/avatars.githubusercontent.com\/u\/114508?v=4","affiliation":{"@type":"Organization","name":"snyk"}},{"@type":"Person","@id":"https:\/\/github.com\/errge","name":"Gergely Risko","image":"https:\/\/avatars.githubusercontent.com\/u\/663974?v=4","affiliation":{"@type":"Organization","name":"Nilcons []:"}},{"@type":"Person","@id":"https:\/\/github.com\/CoinEZ-JPN","name":"KentaDesu","image":"https:\/\/avatars.githubusercontent.com\/u\/132030351?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/brandonpollack23","name":"Brandon Pollack","image":"https:\/\/avatars.githubusercontent.com\/u\/8592875?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/moaminsharifi","name":"Amin Sharifi","image":"https:\/\/avatars.githubusercontent.com\/u\/11869014?v=4","affiliation":{"@type":"Organization","name":"VirakCloud"}},{"@type":"Person","@id":"https:\/\/github.com\/pwnall","name":"Victor Costan","image":"https:\/\/avatars.githubusercontent.com\/u\/11460?v=4","affiliation":{"@type":"Organization","name":"google"}},{"@type":"Person","@id":"https:\/\/github.com\/markozagar","name":"Marko Zagar","image":"https:\/\/avatars.githubusercontent.com\/u\/122365988?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/nyurik","name":"Yuri Astrakhan","image":"https:\/\/avatars.githubusercontent.com\/u\/1641515?v=4","affiliation":{"@type":"Organization","name":"Rivian"}},{"@type":"Person","@id":"https:\/\/github.com\/njr0","name":"Nick Radcliffe","image":"https:\/\/avatars.githubusercontent.com\/u\/117818?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/alix1383","name":"Alix","image":"https:\/\/avatars.githubusercontent.com\/u\/73092812?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/adamac","name":"Adam MacBeth","image":"https:\/\/avatars.githubusercontent.com\/u\/86122?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/thedataking","name":"Per Larsen","image":"https:\/\/avatars.githubusercontent.com\/u\/4011337?v=4","affiliation":{"@type":"Organization","name":"immunant"}},{"@type":"Person","@id":"https:\/\/github.com\/mobyw","name":"mobyw","image":"https:\/\/avatars.githubusercontent.com\/u\/44370805?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/yohcop","name":"Yohann Coppel","image":"https:\/\/avatars.githubusercontent.com\/u\/455541?v=4","affiliation":{"@type":"Organization","name":"google"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0009-0004-4169-4018","name":"Tom Niget","sameAs":"https:\/\/github.com\/zdimension","image":"https:\/\/avatars.githubusercontent.com\/u\/4533568?v=4","affiliation":{"@type":"Organization","name":"Rapid.Space"}},{"@type":"Person","@id":"https:\/\/github.com\/ningcng","name":"Ning Chen","image":"https:\/\/avatars.githubusercontent.com\/u\/87443619?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/raselmandol","name":"Md. Rasel Mandol","image":"https:\/\/avatars.githubusercontent.com\/u\/130071257?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ChayimFriedman2","name":"Chayim Refael Friedman","image":"https:\/\/avatars.githubusercontent.com\/u\/24700207?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mauvealerts","name":"Mauve","image":"https:\/\/avatars.githubusercontent.com\/u\/51870303?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/marshallpierce","name":"Marshall Pierce","image":"https:\/\/avatars.githubusercontent.com\/u\/575695?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-2494-2700","name":"Tim McNamara","sameAs":"https:\/\/github.com\/timClicks","image":"https:\/\/avatars.githubusercontent.com\/u\/27889?v=4","affiliation":{"@type":"Organization","name":"rust-in-action"}},{"@type":"Person","@id":"https:\/\/github.com\/tidefield","name":"Vinh Tran","image":"https:\/\/avatars.githubusercontent.com\/u\/13268391?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/yaremam","name":"Yarema Mazuryk","image":"https:\/\/avatars.githubusercontent.com\/u\/4388778?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/khoaxuantu","name":"Tuslipid","image":"https:\/\/avatars.githubusercontent.com\/u\/68913255?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/johnathan79717","name":"Jonathan Hao","image":"https:\/\/avatars.githubusercontent.com\/u\/511655?v=4","affiliation":{"@type":"Organization","name":"Aztec Labs"}},{"@type":"Person","@id":"https:\/\/github.com\/mingyc","name":"Ming-Ying Chung","image":"https:\/\/avatars.githubusercontent.com\/u\/504463?v=4","affiliation":{"@type":"Organization","name":"google"}},{"@type":"Person","@id":"https:\/\/github.com\/tall-vase","name":"tall-vase","image":"https:\/\/avatars.githubusercontent.com\/u\/228449146?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/snazzybytes","name":"snazzybytes","image":"https:\/\/avatars.githubusercontent.com\/u\/72365181?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/sakex","name":"Alexandre Senges","image":"https:\/\/avatars.githubusercontent.com\/u\/21678107?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/LukeMathWalker","name":"Luca Palmieri","image":"https:\/\/avatars.githubusercontent.com\/u\/20745048?v=4","affiliation":{"@type":"Organization","name":"Mainmatter"}},{"@type":"Person","@id":"https:\/\/github.com\/joaovicmendes","name":"Jo\u00e3o Victor Mendes","image":"https:\/\/avatars.githubusercontent.com\/u\/14045540?v=4","affiliation":{"@type":"Organization","name":"google"}},{"@type":"Person","@id":"https:\/\/github.com\/ilyagr","name":"Ilya Grigoriev","image":"https:\/\/avatars.githubusercontent.com\/u\/4123047?v=4","affiliation":{"@type":"Organization","name":"ERSC"}},{"@type":"Person","@id":"https:\/\/github.com\/Arthur-Milchior","name":"Arthur Milchior","image":"https:\/\/avatars.githubusercontent.com\/u\/357361?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/anlunx","name":"Anlun Xu","image":"https:\/\/avatars.githubusercontent.com\/u\/16630518?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/Alx-Lai","name":"Alex Lai","image":"https:\/\/avatars.githubusercontent.com\/u\/74868436?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/1dimir","name":"1dimir","image":"https:\/\/avatars.githubusercontent.com\/u\/7346634?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/keiichiw","name":"Keiichi Watanabe","image":"https:\/\/avatars.githubusercontent.com\/u\/3708146?v=4","affiliation":{"@type":"Organization","name":"google"}},{"@type":"Person","@id":"https:\/\/github.com\/jcvicelli","name":"Jean Carlo Vicelli","image":"https:\/\/avatars.githubusercontent.com\/u\/709691?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/ronaldfw","name":"ronaldfw","image":"https:\/\/avatars.githubusercontent.com\/u\/17818288?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Doris-Ge","name":"Doris-Ge","image":"https:\/\/avatars.githubusercontent.com\/u\/28217273?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/NoahDragon","name":"Noah","image":"https:\/\/avatars.githubusercontent.com\/u\/5704064?v=4","affiliation":{"@type":"Organization","name":"Dream-Navigator"}},{"@type":"Person","@id":"https:\/\/github.com\/andriyDev","name":"andriyDev","image":"https:\/\/avatars.githubusercontent.com\/u\/22285953?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/IP1llar","name":"IP1llar","image":"https:\/\/avatars.githubusercontent.com\/u\/109540503?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jswalden","name":"Jeff Walden","image":"https:\/\/avatars.githubusercontent.com\/u\/4139753?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/hugojacob","name":"Hugo Drumond Jacob","image":"https:\/\/avatars.githubusercontent.com\/u\/74555956?v=4","affiliation":{"@type":"Organization","name":"google"}},{"@type":"Person","@id":"https:\/\/github.com\/jond01","name":"Jonathan Daniel","image":"https:\/\/avatars.githubusercontent.com\/u\/36337649?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/GlenDC","name":"Glen De Cauwsemaecker","image":"https:\/\/avatars.githubusercontent.com\/u\/3900482?v=4","affiliation":{"@type":"Organization","name":"plabayo"}},{"@type":"Person","@id":"https:\/\/github.com\/eunsukimme","name":"Eunsu(Evan) Kim","image":"https:\/\/avatars.githubusercontent.com\/u\/31213226?v=4","affiliation":{"@type":"Organization","name":"daangn"}},{"@type":"Person","@id":"https:\/\/github.com\/MaschitaG","name":"Mascha Geisler","image":"https:\/\/avatars.githubusercontent.com\/u\/121792732?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/friendlymatthew","name":"Matthew Kim","image":"https:\/\/avatars.githubusercontent.com\/u\/38759997?v=4","affiliation":{"@type":"Organization","name":"pydantic"}},{"@type":"Person","@id":"https:\/\/github.com\/noamzaks","name":"Noam Zaks","image":"https:\/\/avatars.githubusercontent.com\/u\/63877260?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/reillyeon","name":"Reilly Grant","image":"https:\/\/avatars.githubusercontent.com\/u\/152137?v=4","affiliation":{"@type":"Organization","name":"google"}},{"@type":"Person","@id":"https:\/\/github.com\/sharunkumar","name":"Sharun","image":"https:\/\/avatars.githubusercontent.com\/u\/715417?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ia0","name":"Julien Cretin","image":"https:\/\/avatars.githubusercontent.com\/u\/969295?v=4","affiliation":{"@type":"Organization","name":"google"}},{"@type":"Person","@id":"https:\/\/github.com\/hezhizhen","name":"Zhizhen He","image":"https:\/\/avatars.githubusercontent.com\/u\/7611700?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/RazvanSt","name":"RazvanSt","image":"https:\/\/avatars.githubusercontent.com\/u\/3629525?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Daydreamer-riri","name":"Riri","image":"https:\/\/avatars.githubusercontent.com\/u\/70067449?v=4","affiliation":{"@type":"Organization","name":"ctripcorp"}},{"@type":"Person","@id":"https:\/\/github.com\/sam-mccall","name":"Sam McCall","image":"https:\/\/avatars.githubusercontent.com\/u\/548993?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/semihbkgr","name":"Semih Buyukgungor","image":"https:\/\/avatars.githubusercontent.com\/u\/55327573?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/taufik-rama","name":"Taufik Rama","image":"https:\/\/avatars.githubusercontent.com\/u\/19818873?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/freeaion","name":"Yonghyun","image":"https:\/\/avatars.githubusercontent.com\/u\/17365590?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/abhik-99","name":"Abhik Banerjee","image":"https:\/\/avatars.githubusercontent.com\/u\/38981107?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jasminewu229","name":"jasminewu229","image":"https:\/\/avatars.githubusercontent.com\/u\/20765228?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/primeagen-rustaceans","name":"Aditya Poddar","image":"https:\/\/avatars.githubusercontent.com\/u\/115938518?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/sahennenkamp","name":"sahennenkamp","image":"https:\/\/avatars.githubusercontent.com\/u\/91508060?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ternbusty","name":"Ayako Iwasaki","image":"https:\/\/avatars.githubusercontent.com\/u\/14541102?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/maekawatoshiki","name":"uint256_t","image":"https:\/\/avatars.githubusercontent.com\/u\/9913176?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/zvonden","name":"Denis Zvonov","image":"https:\/\/avatars.githubusercontent.com\/u\/17200741?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/finque","name":"\u5927\u9ce5\u5e02","image":"https:\/\/avatars.githubusercontent.com\/u\/118952547?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/DarthGandalf","name":"Alexey Sokolov","image":"https:\/\/avatars.githubusercontent.com\/u\/325092?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dyeroshenko","name":"Dima","image":"https:\/\/avatars.githubusercontent.com\/u\/26358380?v=4","affiliation":{"@type":"Organization","name":"googlers"}},{"@type":"Person","@id":"https:\/\/github.com\/emmali01","name":"Emma Li","image":"https:\/\/avatars.githubusercontent.com\/u\/8762698?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0001-5915-5259","name":"Willow Carretero Chavez","sameAs":"https:\/\/github.com\/carreter","image":"https:\/\/avatars.githubusercontent.com\/u\/5355463?v=4","affiliation":{"@type":"Organization","name":"googlers"}},{"@type":"Person","@id":"https:\/\/github.com\/ivanbuper","name":"Iv\u00e1n Budnik","image":"https:\/\/avatars.githubusercontent.com\/u\/18330737?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/schultetwin1","name":"Matt Schulte","image":"https:\/\/avatars.githubusercontent.com\/u\/1538370?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/Adrian-Samoticha","name":"Adrian Samoticha","image":"https:\/\/avatars.githubusercontent.com\/u\/86920182?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/plinkr","name":"Aliet Exp\u00f3sito Garc\u00eda","image":"https:\/\/avatars.githubusercontent.com\/u\/43612387?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ahjones","name":"Andrew Jones","image":"https:\/\/avatars.githubusercontent.com\/u\/49015?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/yesenarman","name":"Arman Yessenamanov","image":"https:\/\/avatars.githubusercontent.com\/u\/1057018?v=4","affiliation":{"@type":"Organization","name":"deepinfra"}},{"@type":"Person","@id":"https:\/\/github.com\/bjornjorgensen","name":"Bj\u00f8rn J\u00f8rgensen","image":"https:\/\/avatars.githubusercontent.com\/u\/47577197?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/bridadan","name":"Brian Daniels","image":"https:\/\/avatars.githubusercontent.com\/u\/3123977?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dyoo","name":"Danny Yoo","image":"https:\/\/avatars.githubusercontent.com\/u\/67294?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/der3318","name":"Der Chien","image":"https:\/\/avatars.githubusercontent.com\/u\/9023821?v=4","affiliation":{"@type":"Organization","name":"microsoft"}},{"@type":"Person","@id":"https:\/\/github.com\/DraketRomero","name":"Diego Romero","image":"https:\/\/avatars.githubusercontent.com\/u\/68618228?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Gourav2609","name":"Gourav","image":"https:\/\/avatars.githubusercontent.com\/u\/115522947?v=4","affiliation":{"@type":"Organization","name":"atlas-tech-inc"}},{"@type":"Person","@id":"https:\/\/github.com\/0scvr","name":"Oscar","image":"https:\/\/avatars.githubusercontent.com\/u\/71343264?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ndminhvn","name":"Minh Nguyen","image":"https:\/\/avatars.githubusercontent.com\/u\/72216741?v=4","affiliation":{"@type":"Organization","name":"Anfluss"}},{"@type":"Person","@id":"https:\/\/github.com\/Michael-Liendo","name":"Michael Liendo","image":"https:\/\/avatars.githubusercontent.com\/u\/70660410?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/smides-nest","name":"Matt Smith","image":"https:\/\/avatars.githubusercontent.com\/u\/13371341?v=4","affiliation":{"@type":"Organization","name":"Google Nest"}},{"@type":"Person","@id":"https:\/\/github.com\/Makarevich","name":"Makarevich","image":"https:\/\/avatars.githubusercontent.com\/u\/1636304?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/pierd","name":"Kuba","image":"https:\/\/avatars.githubusercontent.com\/u\/752792?v=4","affiliation":{"@type":"Organization","name":"Nilo \/ Less is More Studio"}},{"@type":"Person","@id":"https:\/\/github.com\/Mandragorian","name":"Kostis Andrikopoulos","image":"https:\/\/avatars.githubusercontent.com\/u\/4849619?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/HangDu1995","name":"HangDu","image":"https:\/\/avatars.githubusercontent.com\/u\/31265902?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/JJungs-lee","name":"JeongHyeon Lee","image":"https:\/\/avatars.githubusercontent.com\/u\/24693584?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/JaviSorribes","name":"Javier Sorribes-Camargo","image":"https:\/\/avatars.githubusercontent.com\/u\/15252789?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/yerke","name":"Yerkebulan Tulibergenov","image":"https:\/\/avatars.githubusercontent.com\/u\/5137691?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ColinPitrat","name":"Colin Pitrat","image":"https:\/\/avatars.githubusercontent.com\/u\/1541863?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/maurer","name":"Matthew Maurer","image":"https:\/\/avatars.githubusercontent.com\/u\/136037?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/natewave","name":"Nizar S.","image":"https:\/\/avatars.githubusercontent.com\/u\/1384456?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/salvamunoz","name":"Salva Munoz","image":"https:\/\/avatars.githubusercontent.com\/u\/20268509?v=4","affiliation":{"@type":"Organization","name":"Cisco"}},{"@type":"Person","@id":"https:\/\/github.com\/fechu","name":"Sandro Meier","image":"https:\/\/avatars.githubusercontent.com\/u\/830915?v=4","affiliation":{"@type":"Organization","name":"gravisrobotics"}},{"@type":"Person","@id":"https:\/\/github.com\/sudonym1","name":"Seamus Connor","image":"https:\/\/avatars.githubusercontent.com\/u\/117678?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/spaydar","name":"Seth Paydar","image":"https:\/\/avatars.githubusercontent.com\/u\/29551413?v=4","affiliation":{"@type":"Organization","name":"aws"}},{"@type":"Person","@id":"https:\/\/github.com\/shaurya947","name":"Shaurya Arora","image":"https:\/\/avatars.githubusercontent.com\/u\/3454081?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/steve9001","name":"Steve Masterman","image":"https:\/\/avatars.githubusercontent.com\/u\/87653?v=4","affiliation":{"@type":"Organization","name":"Vermonster LLC"}},{"@type":"Person","@id":"https:\/\/github.com\/sudiptachatterjee","name":"Sudipta Chatterjee","image":"https:\/\/avatars.githubusercontent.com\/u\/529304?v=4","affiliation":{"@type":"Organization","name":"Rhombus Power"}},{"@type":"Person","@id":"https:\/\/github.com\/TPReal","name":"Tomasz B\u0142ajek","image":"https:\/\/avatars.githubusercontent.com\/u\/115690?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/TalonsLee","name":"TalonsLee","image":"https:\/\/avatars.githubusercontent.com\/u\/7933910?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/tanmaychimurkar","name":"Tanmay Chimurkar","image":"https:\/\/avatars.githubusercontent.com\/u\/71710068?v=4","affiliation":{"@type":"Organization","name":"University of Zurich \/ ETH Zurich"}},{"@type":"Person","@id":"https:\/\/github.com\/tnjd","name":"Tanuj","image":"https:\/\/avatars.githubusercontent.com\/u\/15344581?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/tjonganthony","name":"Tjong Anthony","image":"https:\/\/avatars.githubusercontent.com\/u\/12377148?v=4","affiliation":{"@type":"Organization","name":"google"}},{"@type":"Person","@id":"https:\/\/github.com\/varunsomani","name":"Varun Somani","image":"https:\/\/avatars.githubusercontent.com\/u\/3260897?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/VENCYR","name":"Vencyr Laurence Imbo Amores","image":"https:\/\/avatars.githubusercontent.com\/u\/98305566?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/victorhsieh","name":"Victor Hsieh","image":"https:\/\/avatars.githubusercontent.com\/u\/82666?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/devdri","name":"Wojtek Marczenko","image":"https:\/\/avatars.githubusercontent.com\/u\/1835562?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/xcarol","name":"Xavier Carol","image":"https:\/\/avatars.githubusercontent.com\/u\/6320306?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/y-guyon","name":"Yannis Guyon","image":"https:\/\/avatars.githubusercontent.com\/u\/51164219?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kongy","name":"Yi Kong","image":"https:\/\/avatars.githubusercontent.com\/u\/1466507?v=4","affiliation":{"@type":"Organization","name":"google"}},{"@type":"Person","@id":"https:\/\/github.com\/AgainstEntropy","name":"Yihao Wang","image":"https:\/\/avatars.githubusercontent.com\/u\/42559837?v=4","affiliation":{"@type":"Organization","name":"New York University"}},{"@type":"Person","@id":"https:\/\/github.com\/mxschumacher","name":"Max Schumacher","image":"https:\/\/avatars.githubusercontent.com\/u\/3818427?v=4","affiliation":{"@type":"Organization","name":"cloudflare"}},{"@type":"Person","@id":"https:\/\/github.com\/mehrad77","name":"Mehrad","image":"https:\/\/avatars.githubusercontent.com\/u\/8453360?v=4","affiliation":{"@type":"Organization","name":"game-scrobbler"}},{"@type":"Person","@id":"https:\/\/github.com\/rhapsodyai","name":"Melissa Auclaire","image":"https:\/\/avatars.githubusercontent.com\/u\/6981458?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/MaerF0x0","name":"Michael Graf","image":"https:\/\/avatars.githubusercontent.com\/u\/247846?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/micl2e2","name":"Michael Lee","image":"https:\/\/avatars.githubusercontent.com\/u\/111233859?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0001-9121-356X","name":"Michalina Sidor","sameAs":"https:\/\/github.com\/Michcioperz","image":"https:\/\/avatars.githubusercontent.com\/u\/3064202?v=4","affiliation":{"@type":"Organization","name":"google"}},{"@type":"Person","@id":"https:\/\/github.com\/n8behavior","name":"Mike Sandman","image":"https:\/\/avatars.githubusercontent.com\/u\/692218?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mirwasi","name":"Mir Wasi Ahmed","image":"https:\/\/avatars.githubusercontent.com\/u\/1697945?v=4","affiliation":{"@type":"Organization","name":"google"}},{"@type":"Person","@id":"https:\/\/github.com\/mo271","name":"Moritz Firsching","image":"https:\/\/avatars.githubusercontent.com\/u\/3491627?v=4","affiliation":{"@type":"Organization","name":"Google DeepMind"}},{"@type":"Person","@id":"https:\/\/github.com\/abba-m","name":"Muhammad Mahmood","image":"https:\/\/avatars.githubusercontent.com\/u\/42836274?v=4","affiliation":{"@type":"Organization","name":"Remote"}},{"@type":"Person","@id":"https:\/\/github.com\/chikoski","name":"N. Shimizu","image":"https:\/\/avatars.githubusercontent.com\/u\/47718?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nabeelimran","name":"Nabeelimran","image":"https:\/\/avatars.githubusercontent.com\/u\/31319555?v=4","affiliation":{"@type":"Organization","name":"BlockApex"}},{"@type":"Person","@id":"https:\/\/github.com\/nurlitadf","name":"Nurlita Dhuha Fatmawati","image":"https:\/\/avatars.githubusercontent.com\/u\/24597150?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/istolga","name":"Olga Khylkouskaya","image":"https:\/\/avatars.githubusercontent.com\/u\/6307149?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/tekumara","name":"Oliver Mannion","image":"https:\/\/avatars.githubusercontent.com\/u\/125105?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/osmanbowser","name":"Osman Bowser","image":"https:\/\/avatars.githubusercontent.com\/u\/20252960?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/PooyaEimandar","name":"Outer Heaven Legacy","image":"https:\/\/avatars.githubusercontent.com\/u\/1788248?v=4","affiliation":{"@type":"Organization","name":"WolfSource"}},{"@type":"Person","@id":"https:\/\/github.com\/pdecat","name":"Patrick Decat","image":"https:\/\/avatars.githubusercontent.com\/u\/318490?v=4","affiliation":{"@type":"Organization","name":"claranet"}},{"@type":"Person","@id":"https:\/\/github.com\/Phosphorus-M","name":"Phosphorus Moscu","image":"https:\/\/avatars.githubusercontent.com\/u\/19656993?v=4","affiliation":{"@type":"Organization","name":"ForoUNO"}},{"@type":"Person","@id":"https:\/\/github.com\/qph2288","name":"QuynhPham","image":"https:\/\/avatars.githubusercontent.com\/u\/93593303?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/raffomartini","name":"Raffaello","image":"https:\/\/avatars.githubusercontent.com\/u\/24324516?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/razvanm","name":"Razvan Musaloiu-E.","image":"https:\/\/avatars.githubusercontent.com\/u\/220415?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/richardpenman","name":"Richard Penman","image":"https:\/\/avatars.githubusercontent.com\/u\/26063146?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/BohdanQQ","name":"Roman","image":"https:\/\/avatars.githubusercontent.com\/u\/40754203?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/zhuba-Ahhh","name":"Rush","image":"https:\/\/avatars.githubusercontent.com\/u\/84793349?v=4","affiliation":{"@type":"Organization","name":"bytedance"}},{"@type":"Person","@id":"https:\/\/github.com\/junminjang","name":"junminjjang","image":"https:\/\/avatars.githubusercontent.com\/u\/65433256?v=4","affiliation":{"@type":"Organization","name":"Hanyang University"}},{"@type":"Person","@id":"https:\/\/github.com\/jzpin","name":"jzpin","image":"https:\/\/avatars.githubusercontent.com\/u\/18333830?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/detoxifiedplant","name":"kamal","image":"https:\/\/avatars.githubusercontent.com\/u\/125733893?v=4","affiliation":{"@type":"Organization","name":"bytebeamio"}},{"@type":"Person","@id":"https:\/\/github.com\/karthicktam","name":"karthicktamil","image":"https:\/\/avatars.githubusercontent.com\/u\/43010369?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kochinc","name":"kochinc","image":"https:\/\/avatars.githubusercontent.com\/u\/1756865?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/liao02x","name":"liao02x","image":"https:\/\/avatars.githubusercontent.com\/u\/31861706?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/liruifengv","name":"liruifengv","image":"https:\/\/avatars.githubusercontent.com\/u\/25167721?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/escwxyz","name":"Jae Wang","image":"https:\/\/avatars.githubusercontent.com\/u\/124119483?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0003-2961-0526","name":"Shohei Fujii","sameAs":"https:\/\/github.com\/ompugao","image":"https:\/\/avatars.githubusercontent.com\/u\/954543?v=4","affiliation":{"@type":"Organization","name":"Nanyang Technological University"}},{"@type":"Person","@id":"https:\/\/github.com\/pawelpaa","name":"pawelpaa","image":"https:\/\/avatars.githubusercontent.com\/u\/134684908?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/rickyclarkson","name":"rickyclarkson","image":"https:\/\/avatars.githubusercontent.com\/u\/34660?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/scubed2","name":"scubed2","image":"https:\/\/avatars.githubusercontent.com\/u\/7401858?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/sharnoff","name":"Em Sharnoff","image":"https:\/\/avatars.githubusercontent.com\/u\/29154784?v=4","affiliation":{"@type":"Organization","name":"Databricks"}},{"@type":"Person","@id":"https:\/\/github.com\/spoloxs","name":"spoloxs","image":"https:\/\/avatars.githubusercontent.com\/u\/112800996?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/suetfei","name":"suetfei","image":"https:\/\/avatars.githubusercontent.com\/u\/89482184?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/titong0","name":"titong0","image":"https:\/\/avatars.githubusercontent.com\/u\/68573622?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/tomfitzhenry","name":"tomf","image":"https:\/\/avatars.githubusercontent.com\/u\/61303?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/upsidedwn","name":"upsidedwn","image":"https:\/\/avatars.githubusercontent.com\/u\/2110008?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/vanyabrucker","name":"Vanya Brucker","image":"https:\/\/avatars.githubusercontent.com\/u\/54743605?v=4","affiliation":{"@type":"Organization","name":"AIntegrator"}},{"@type":"Person","@id":"https:\/\/github.com\/vegetabledogdog","name":"vegetabledogdog","image":"https:\/\/avatars.githubusercontent.com\/u\/106515244?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/superwhd","name":"Handa Wang","image":"https:\/\/avatars.githubusercontent.com\/u\/7058128?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/xiaohu-zhang","name":"xiaohu-zhang","image":"https:\/\/avatars.githubusercontent.com\/u\/26646273?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0009-0007-6847-5714","name":"\u9418\u5929\u697d","sameAs":"https:\/\/github.com\/Luosuu","image":"https:\/\/avatars.githubusercontent.com\/u\/43507393?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/xrdelectro","name":"xrdelectro","image":"https:\/\/avatars.githubusercontent.com\/u\/177528322?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/justjavac","name":"\u8ff7\u6e21","image":"https:\/\/avatars.githubusercontent.com\/u\/359395?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/rexoplans1","name":"Yi\u011fit Rahim Kuru","image":"https:\/\/avatars.githubusercontent.com\/u\/61504310?v=4","affiliation":{"@type":"Organization","name":"Sakarya Uygulamal\u0131 Bilimler \u00dcniversitesi"}},{"@type":"Person","@id":"https:\/\/github.com\/Eventide","name":"Zhang Rui","image":"https:\/\/avatars.githubusercontent.com\/u\/3356210?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/SwiftSIQI","name":"SwiftSIQI","image":"https:\/\/avatars.githubusercontent.com\/u\/11788119?v=4","affiliation":{"@type":"Organization","name":"meituan"}},{"@type":"Person","@id":"https:\/\/github.com\/ahan","name":"ahan","image":"https:\/\/avatars.githubusercontent.com\/u\/654880?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/azevedoalice","name":"azevedoalice","image":"https:\/\/avatars.githubusercontent.com\/u\/158203674?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/bartoszkp","name":"bartoszkp","image":"https:\/\/avatars.githubusercontent.com\/u\/9852318?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ben032","name":"ben032","image":"https:\/\/avatars.githubusercontent.com\/u\/174608816?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/blkcor","name":"blkcor","image":"https:\/\/avatars.githubusercontent.com\/u\/83756021?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/c6c7","name":"c6c7","image":"https:\/\/avatars.githubusercontent.com\/u\/27326015?v=4","affiliation":{"@type":"Organization","name":"google"}},{"@type":"Person","@id":"https:\/\/github.com\/cafeholyc","name":"cafeholyc","image":"https:\/\/avatars.githubusercontent.com\/u\/7211386?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/myoun","name":"\uba85\uc774","image":"https:\/\/avatars.githubusercontent.com\/u\/76814120?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/clemensw","name":"clemensw","image":"https:\/\/avatars.githubusercontent.com\/u\/4469767?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/domicmeia","name":"domicmeia","image":"https:\/\/avatars.githubusercontent.com\/u\/71815610?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/drgnchan","name":"drgnchan","image":"https:\/\/avatars.githubusercontent.com\/u\/40224023?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/duyguisler","name":"duyguisler","image":"https:\/\/avatars.githubusercontent.com\/u\/135011350?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/eepeep","name":"eepeep","image":"https:\/\/avatars.githubusercontent.com\/u\/50846949?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/focksor","name":"focksor","image":"https:\/\/avatars.githubusercontent.com\/u\/29502168?v=4","affiliation":{"@type":"Organization","name":"None"}},{"@type":"Person","@id":"https:\/\/github.com\/geekvest","name":"geekvest","image":"https:\/\/avatars.githubusercontent.com\/u\/126322776?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gregl83","name":"gregory langlais","image":"https:\/\/avatars.githubusercontent.com\/u\/1258023?v=4","affiliation":{"@type":"Organization","name":"bixod"}},{"@type":"Person","@id":"https:\/\/github.com\/gurchetansingh","name":"gurchetansingh","image":"https:\/\/avatars.githubusercontent.com\/u\/19940195?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/handohun","name":"handohun","image":"https:\/\/avatars.githubusercontent.com\/u\/40396941?v=4","affiliation":{"@type":"Organization","name":"Continental Automotive Korea"}},{"@type":"Person","@id":"https:\/\/github.com\/wdzeng","name":"hyperbola","image":"https:\/\/avatars.githubusercontent.com\/u\/39057640?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0009-0003-2211-9264","name":"iGmainC","sameAs":"https:\/\/github.com\/iGmainC","image":"https:\/\/avatars.githubusercontent.com\/u\/48195631?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jaewan-github","name":"jaewan-github","image":"https:\/\/avatars.githubusercontent.com\/u\/59152909?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jongsu253","name":"\bjd9x","image":"https:\/\/avatars.githubusercontent.com\/u\/9359952?v=4","affiliation":{"@type":"Organization","name":"Freelancer"}},{"@type":"Person","@id":"https:\/\/github.com\/nullism","name":"Aaron M","image":"https:\/\/avatars.githubusercontent.com\/u\/730290?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/candysonya","name":"Chan Wang","image":"https:\/\/avatars.githubusercontent.com\/u\/8775893?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/0xChin","name":"Chiin","image":"https:\/\/avatars.githubusercontent.com\/u\/77933451?v=4","affiliation":{"@type":"Organization","name":"defi-wonderland"}},{"@type":"Person","@id":"https:\/\/github.com\/vzz1x2","name":"Claudio Marcial Peon","image":"https:\/\/avatars.githubusercontent.com\/u\/112857704?v=4","affiliation":{"@type":"Organization","name":"google"}},{"@type":"Person","@id":"https:\/\/github.com\/CodeMaster7000","name":"CodeMaster7000","image":"https:\/\/avatars.githubusercontent.com\/u\/95772109?v=4","affiliation":{"@type":"Organization","name":"TechDreams-Innovations @NetFruit-Technologies @OnBoard-Devs"}},{"@type":"Person","@id":"https:\/\/github.com\/ColinFinck","name":"Colin Finck","image":"https:\/\/avatars.githubusercontent.com\/u\/8110912?v=4","affiliation":{"@type":"Organization","name":"osdyne"}},{"@type":"Person","@id":"https:\/\/github.com\/ichxorya","name":"Curly-Howard-Chungus Correspondence | Lamport-Cabot-Codd-Backus-Naur Form","image":"https:\/\/avatars.githubusercontent.com\/u\/26222301?v=4","affiliation":{"@type":"Organization","name":"vnu-frsl @vnu-sme @SEhumantics @ISE-Lab-AI4LIFE"}},{"@type":"Person","@id":"https:\/\/github.com\/ferraridamiano","name":"Damiano Ferrari","image":"https:\/\/avatars.githubusercontent.com\/u\/34270884?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/danielfn","name":"Daniel Fern\u00e1ndez N\u00fa\u00f1ez","image":"https:\/\/avatars.githubusercontent.com\/u\/2275902?v=4","affiliation":{"@type":"Organization","name":"inditex"}},{"@type":"Person","@id":"https:\/\/github.com\/dgorelik","name":"Daniel Gorelik","image":"https:\/\/avatars.githubusercontent.com\/u\/7191609?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kdarkhan","name":"Darkhan Kubigenov","image":"https:\/\/avatars.githubusercontent.com\/u\/1087493?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/daveworth","name":"David E Worth","image":"https:\/\/avatars.githubusercontent.com\/u\/996477?v=4","affiliation":{"@type":"Organization","name":"defenseunicorns"}},{"@type":"Person","@id":"https:\/\/github.com\/dguerri","name":"Davide Guerri","image":"https:\/\/avatars.githubusercontent.com\/u\/509264?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/dayo05","name":"Dayo","image":"https:\/\/avatars.githubusercontent.com\/u\/77111795?v=4","affiliation":{"@type":"Organization","name":"Iroom-gbs @team-crescendo @Team-SADA"}},{"@type":"Person","@id":"https:\/\/github.com\/dzvon","name":"Dezhi Wu","image":"https:\/\/avatars.githubusercontent.com\/u\/3402811?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/diogoaos","name":"Diogo Anderson","image":"https:\/\/avatars.githubusercontent.com\/u\/10364463?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/DmitryMilk","name":"DmitryMilk","image":"https:\/\/avatars.githubusercontent.com\/u\/16957795?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nofurtherinformation","name":"Dylan","image":"https:\/\/avatars.githubusercontent.com\/u\/10041771?v=4","affiliation":{"@type":"Organization","name":"uchicago-dsi"}},{"@type":"Person","@id":"https:\/\/github.com\/edliaw","name":"Edward Liaw","image":"https:\/\/avatars.githubusercontent.com\/u\/613782?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/elliotbrandwein","name":"Elliot","image":"https:\/\/avatars.githubusercontent.com\/u\/9583943?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0009-0004-8953-0151","name":"Emmanuel Ferdman","sameAs":"https:\/\/github.com\/emmanuel-ferdman","image":"https:\/\/avatars.githubusercontent.com\/u\/35470921?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/enshuoh","name":"En-Shuo Hsu","image":"https:\/\/avatars.githubusercontent.com\/u\/2121569?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/henrythebuilder","name":"Enrico Rivarola","image":"https:\/\/avatars.githubusercontent.com\/u\/6670654?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/edemir","name":"Erdem","image":"https:\/\/avatars.githubusercontent.com\/u\/1399584?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/edong","name":"Eric Dong","image":"https:\/\/avatars.githubusercontent.com\/u\/3846465?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/hueich","name":"Addison Luh","image":"https:\/\/avatars.githubusercontent.com\/u\/1904303?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/alrifatsabbir","name":"Al Rifat Sabbir","image":"https:\/\/avatars.githubusercontent.com\/u\/150162343?v=4","affiliation":{"@type":"Organization","name":"Bits Per Logic"}},{"@type":"Person","@id":"https:\/\/github.com\/thefirans","name":"Alex Leoshko","image":"https:\/\/avatars.githubusercontent.com\/u\/59099822?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AlexandraImbrisca","name":"Alexandra Imbrisca","image":"https:\/\/avatars.githubusercontent.com\/u\/17529237?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/alisoufali","name":"Ali Soufali","image":"https:\/\/avatars.githubusercontent.com\/u\/49349288?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/metaspace","name":"Andreas Hindborg","image":"https:\/\/avatars.githubusercontent.com\/u\/1032242?v=4","affiliation":{"@type":"Organization","name":"Samsung"}},{"@type":"Person","@id":"https:\/\/github.com\/AArnott","name":"Andrew Arnott","image":"https:\/\/avatars.githubusercontent.com\/u\/3548?v=4","affiliation":{"@type":"Organization","name":"Microsoft"}},{"@type":"Person","@id":"https:\/\/github.com\/gaul","name":"Andrew Gaul","image":"https:\/\/avatars.githubusercontent.com\/u\/848247?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/git-user-cpp","name":"Andrew Kushyk","image":"https:\/\/avatars.githubusercontent.com\/u\/61907955?v=4","affiliation":{"@type":"Organization","name":"glcomtech"}},{"@type":"Person","@id":"https:\/\/github.com\/andrewshaodev","name":"Andrew Shao","image":"https:\/\/avatars.githubusercontent.com\/u\/132319777?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/andygeorge","name":"Andy George","image":"https:\/\/avatars.githubusercontent.com\/u\/10601857?v=4","affiliation":{"@type":"Organization","name":"DefinedNet"}},{"@type":"Person","@id":"https:\/\/github.com\/antoniolinhart","name":"Antonio Linhart","image":"https:\/\/avatars.githubusercontent.com\/u\/20411913?v=4","affiliation":{"@type":"Organization","name":"google SWE"}},{"@type":"Person","@id":"https:\/\/github.com\/anurag-sisodiya","name":"Anurag Sisodiya","image":"https:\/\/avatars.githubusercontent.com\/u\/122148320?v=4","affiliation":{"@type":"Organization","name":"PTC"}},{"@type":"Person","@id":"https:\/\/github.com\/Arman-sm","name":"Arman","image":"https:\/\/avatars.githubusercontent.com\/u\/82840553?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0009-0003-3133-0002","name":"Arsile","sameAs":"https:\/\/github.com\/itsarsile","image":"https:\/\/avatars.githubusercontent.com\/u\/49486460?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/cdman","name":"Attila Balazs","image":"https:\/\/avatars.githubusercontent.com\/u\/838250?v=4","affiliation":{"@type":"Organization","name":"Grey Panther Consulting"}},{"@type":"Person","@id":"https:\/\/github.com\/CrepeGoat","name":"Becker A.","image":"https:\/\/avatars.githubusercontent.com\/u\/5862803?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/GuardsmanPanda","name":"Bj\u00f8rn Dons","image":"https:\/\/avatars.githubusercontent.com\/u\/19493581?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Bot-Kerem","name":"Bot-Kerem","image":"https:\/\/avatars.githubusercontent.com\/u\/72509655?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/hovinen","name":"Bradford Hovinen","image":"https:\/\/avatars.githubusercontent.com\/u\/597123?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/BramBonne","name":"Bram Bonn\u00e9","image":"https:\/\/avatars.githubusercontent.com\/u\/614383?v=4","affiliation":{"@type":"Organization","name":"google"}},{"@type":"Person","@id":"https:\/\/github.com\/bryanhitc","name":"Bryan Hitchcock","image":"https:\/\/avatars.githubusercontent.com\/u\/11540371?v=4","affiliation":{"@type":"Organization","name":"google"}},{"@type":"Person","@id":"https:\/\/github.com\/alerque","name":"Caleb Maclennan","image":"https:\/\/avatars.githubusercontent.com\/u\/173595?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Saphyel","name":"Carlos Jimenez","image":"https:\/\/avatars.githubusercontent.com\/u\/5764721?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/carlosperate","name":"Carlos Pereira Atencio","image":"https:\/\/avatars.githubusercontent.com\/u\/4189262?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/johnscheible","name":"John Scheible","image":"https:\/\/avatars.githubusercontent.com\/u\/1738284?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Jonatandb","name":"Jonatandb","image":"https:\/\/avatars.githubusercontent.com\/u\/8082172?v=4","affiliation":{"@type":"Organization","name":"Full Stack Developer"}},{"@type":"Person","@id":"https:\/\/github.com\/indexjoseph","name":"Joseph Oladeji","image":"https:\/\/avatars.githubusercontent.com\/u\/73621296?v=4","affiliation":{"@type":"Organization","name":"google"}},{"@type":"Person","@id":"https:\/\/github.com\/flowerhack","name":"Julia Hansbrough","image":"https:\/\/avatars.githubusercontent.com\/u\/1811029?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/panekk","name":"Kamil Panek","image":"https:\/\/avatars.githubusercontent.com\/u\/38425315?v=4","affiliation":{"@type":"Organization","name":"siemens"}},{"@type":"Person","@id":"https:\/\/github.com\/riking","name":"Kane York","image":"https:\/\/avatars.githubusercontent.com\/u\/627891?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kariyum","name":"Karim Ben Amara","image":"https:\/\/avatars.githubusercontent.com\/u\/78426214?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/hamidrezakp","name":"Kaveh","image":"https:\/\/avatars.githubusercontent.com\/u\/6987793?v=4","affiliation":{"@type":"Organization","name":"Arvancloud"}},{"@type":"Person","@id":"https:\/\/github.com\/xsyetopz","name":"iborrowcheckbtw","image":"https:\/\/avatars.githubusercontent.com\/u\/187086553?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/markx","name":"Ke","image":"https:\/\/avatars.githubusercontent.com\/u\/1816385?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/lonesometraveler","name":"lonesometraveler","image":"https:\/\/avatars.githubusercontent.com\/u\/11710312?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kianmeng","name":"Ang","image":"https:\/\/avatars.githubusercontent.com\/u\/134518?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/szabgab","name":"G\u00e1bor Szab\u00f3","image":"https:\/\/avatars.githubusercontent.com\/u\/48833?v=4","affiliation":{"@type":"Organization","name":"Consultant, Trainer and Open Source developer"}},{"@type":"Person","@id":"https:\/\/github.com\/lispking","name":"King","image":"https:\/\/avatars.githubusercontent.com\/u\/4446580?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Millione","name":"LIU JIE","image":"https:\/\/avatars.githubusercontent.com\/u\/38575932?v=4","affiliation":{"@type":"Organization","name":"bytedance"}},{"@type":"Person","@id":"https:\/\/github.com\/lalitshankarch","name":"Lalit Shankar Chowdhury","image":"https:\/\/avatars.githubusercontent.com\/u\/33201674?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/LLyaudet","name":"Laurent Lyaudet","image":"https:\/\/avatars.githubusercontent.com\/u\/4527928?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/lucienfer","name":"Luciefer","image":"https:\/\/avatars.githubusercontent.com\/u\/31387342?v=4","affiliation":{"@type":"Organization","name":"AkiraaCorp"}},{"@type":"Person","@id":"https:\/\/github.com\/lukeyeh","name":"Luke Yeh","image":"https:\/\/avatars.githubusercontent.com\/u\/15702751?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/3mber666","name":"M1DOR1","image":"https:\/\/avatars.githubusercontent.com\/u\/33851645?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/MagentaManifold","name":"Mingyuan Zhao","image":"https:\/\/avatars.githubusercontent.com\/u\/33770025?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/manish7017","name":"Manish Kumar","image":"https:\/\/avatars.githubusercontent.com\/u\/51908018?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/lcdsmao","name":"Mao Yufeng","image":"https:\/\/avatars.githubusercontent.com\/u\/13031690?v=4","affiliation":{"@type":"Organization","name":"PayPay"}},{"@type":"Person","@id":"https:\/\/github.com\/marjakh","name":"Marja H\u00f6ltt\u00e4","image":"https:\/\/avatars.githubusercontent.com\/u\/25407494?v=4","affiliation":{"@type":"Organization","name":"google"}},{"@type":"Person","@id":"https:\/\/github.com\/MarkusZoppelt","name":"Markus Zoppelt","image":"https:\/\/avatars.githubusercontent.com\/u\/2495125?v=4","affiliation":{"@type":"Organization","name":"helsing-ai"}},{"@type":"Person","@id":"https:\/\/github.com\/uta8a","name":"Masanori Tani","image":"https:\/\/avatars.githubusercontent.com\/u\/31395466?v=4","affiliation":{"@type":"Organization","name":"Cybozu"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0009-0004-5920-2739","name":"EreQ","sameAs":"https:\/\/github.com\/ngoiyaeric","image":"https:\/\/avatars.githubusercontent.com\/u\/115367894?v=4","affiliation":{"@type":"Organization","name":"QCX"}},{"@type":"Person","@id":"https:\/\/github.com\/ericye16","name":"Eric Ye","image":"https:\/\/avatars.githubusercontent.com\/u\/1618487?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/fcasal","name":"Filipe Casal","image":"https:\/\/avatars.githubusercontent.com\/u\/17139618?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/FlorianvdEnt","name":"Florian","image":"https:\/\/avatars.githubusercontent.com\/u\/22172802?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/0x8000-0000","name":"Florin Iucha","image":"https:\/\/avatars.githubusercontent.com\/u\/3999798?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Fosco1","name":"Fosco1","image":"https:\/\/avatars.githubusercontent.com\/u\/5560331?v=4","affiliation":{"@type":"Organization","name":"Coopolis"}},{"@type":"Person","@id":"https:\/\/github.com\/friederbluemle","name":"Frieder Bluemle","image":"https:\/\/avatars.githubusercontent.com\/u\/743291?v=4","affiliation":{"@type":"Organization","name":"0xProject"}},{"@type":"Person","@id":"https:\/\/github.com\/GeorgNeis","name":"GeorgNeis","image":"https:\/\/avatars.githubusercontent.com\/u\/15932928?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/papigers","name":"Gershon Papi","image":"https:\/\/avatars.githubusercontent.com\/u\/5209100?v=4","affiliation":{"@type":"Organization","name":"microsoft"}},{"@type":"Person","@id":"https:\/\/github.com\/gregatgoogle","name":"Grzegorz Milka","image":"https:\/\/avatars.githubusercontent.com\/u\/58550712?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/hmn53","name":"Hatim Nalawala","image":"https:\/\/avatars.githubusercontent.com\/u\/42088898?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/feyroozecode","name":"Ibrahim Ahmad (feyroozecode)","image":"https:\/\/avatars.githubusercontent.com\/u\/43380715?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/saharulik","name":"Ivan Sakharovskii","image":"https:\/\/avatars.githubusercontent.com\/u\/67610831?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jlunz","name":"Julian Lunz","image":"https:\/\/avatars.githubusercontent.com\/u\/117189?v=4","affiliation":{"@type":"Organization","name":"private"}},{"@type":"Person","@id":"https:\/\/github.com\/JChaooo","name":"JChaooo","image":"https:\/\/avatars.githubusercontent.com\/u\/109884231?v=4","affiliation":{"@type":"Organization","name":"\u4e2d\u5357\u6797\u4e1a\u79d1\u6280\u5927\u5b66\u6d89\u5916\u5b66\u9662"}},{"@type":"Person","@id":"https:\/\/github.com\/JWSong","name":"JWSong","image":"https:\/\/avatars.githubusercontent.com\/u\/4515331?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jkotur","name":"Jakub Kotur","image":"https:\/\/avatars.githubusercontent.com\/u\/719500?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jabley","name":"James Abley","image":"https:\/\/avatars.githubusercontent.com\/u\/16205?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jdoerrie","name":"Jan Wilken D\u00f6rrie","image":"https:\/\/avatars.githubusercontent.com\/u\/4552310?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/withjannis","name":"Jannis Imhof","image":"https:\/\/avatars.githubusercontent.com\/u\/125810509?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/janosh","name":"Janosh Riebesell","image":"https:\/\/avatars.githubusercontent.com\/u\/30958850?v=4","affiliation":{"@type":"Organization","name":"Periodic Labs"}},{"@type":"Person","@id":"https:\/\/github.com\/jtilford","name":"Jarrett Tilford","image":"https:\/\/avatars.githubusercontent.com\/u\/52679257?v=4","affiliation":{"@type":"Organization","name":"thorium-design"}},{"@type":"Person","@id":"https:\/\/github.com\/Gelbpunkt","name":"Aelin","image":"https:\/\/avatars.githubusercontent.com\/u\/38864617?v=4","affiliation":{"@type":"Organization","name":"hermit-os"}},{"@type":"Person","@id":"https:\/\/github.com\/jiuneypachevitch","name":"Jiuney Pachevitch","image":"https:\/\/avatars.githubusercontent.com\/u\/3674496?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/arnavnagzirkar","name":"Arnav Nagzirkar","image":"https:\/\/avatars.githubusercontent.com\/u\/113314200?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/m4tx","name":"Mateusz Ma\u0107kowski","image":"https:\/\/avatars.githubusercontent.com\/u\/3128220?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/yabanci","name":"yabanci","image":"https:\/\/avatars.githubusercontent.com\/u\/95938584?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/coreele","name":"Jason","image":"https:\/\/avatars.githubusercontent.com\/u\/39336577?v=4"}],"url":"https:\/\/google.github.io\/comprehensive-rust\/","dateCreated":"2022-12-21T15:17:24+01:00","dateModified":"2026-11-02T12:12:40+01:00","license":["https:\/\/spdx.org\/licenses\/Apache-2.0.html"],"about":[{"@id":"https:\/\/www.wikidata.org\/wiki\/Q575650","@type":"DefinedTerm","inDefinedTermSet":"https:\/\/www.wikidata.org\/wiki\/","termCode":"Q575650","url":"https:\/\/www.wikidata.org\/wiki\/Q575650","name":"Rust"}]},{"@context":"https:\/\/schema.org","@type":"LearningResource","@id":"https:\/\/github.com\/realpython\/python-guide","http:\/\/purl.org\/dc\/terms\/conformsTo":{"@id":"https:\/\/bioschemas.org\/profiles\/TrainingMaterial\/1.0-RELEASE","@type":"CreativeWork"},"description":"Python best practices guidebook, written for humans. ","keywords":"Python","name":"realpython\/python-guide","author":[{"@type":"Organization","name":"Real Python","@id":"https:\/\/github.com\/realpython","email":"info@realpython.com","description":"Online Python Training: tutorials, video courses, sample projects, news, and more.","image":"https:\/\/avatars.githubusercontent.com\/u\/5448020?v=4","url":"https:\/\/realpython.com"}],"contributor":[{"@type":"Person","@id":"https:\/\/github.com\/kennethreitz","name":"Kenneth Reitz","image":"https:\/\/avatars.githubusercontent.com\/u\/119893?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/sigmavirus24","name":"Ian Stapleton Cordasco","image":"https:\/\/avatars.githubusercontent.com\/u\/240830?v=4","affiliation":{"@type":"Organization","name":"salesforce"}},{"@type":"Person","@id":"https:\/\/github.com\/dbader","name":"Dan Bader","image":"https:\/\/avatars.githubusercontent.com\/u\/306708?v=4","affiliation":{"@type":"Organization","name":"Chief Python Nut at realpython.com"}},{"@type":"Person","@id":"https:\/\/github.com\/mpoulin","name":"Marc Poulin","image":"https:\/\/avatars.githubusercontent.com\/u\/6711393?v=4","affiliation":{"@type":"Organization","name":"Poulin Consulting LLC"}},{"@type":"Person","@id":"https:\/\/github.com\/rgbkrk","name":"Kyle Kelley","image":"https:\/\/avatars.githubusercontent.com\/u\/836375?v=4","affiliation":{"@type":"Organization","name":"Anaconda"}},{"@type":"Person","@id":"https:\/\/github.com\/rshipp","name":"Ryan Shipp","image":"https:\/\/avatars.githubusercontent.com\/u\/1382374?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/apjanke","name":"Andrew Janke","image":"https:\/\/avatars.githubusercontent.com\/u\/2618447?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/epequeno","name":"Steven Pequeno","image":"https:\/\/avatars.githubusercontent.com\/u\/408728?v=4","affiliation":{"@type":"Organization","name":"rackspace"}},{"@type":"Person","@id":"https:\/\/github.com\/tbarn","name":"Taylor Barnett-Torabi","image":"https:\/\/avatars.githubusercontent.com\/u\/2008034?v=4","affiliation":{"@type":"Organization","name":"netlify"}},{"@type":"Person","@id":"https:\/\/github.com\/kisielk","name":"Kamil Kisiel","image":"https:\/\/avatars.githubusercontent.com\/u\/58618?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dcrosta","name":"Dan Crosta","image":"https:\/\/avatars.githubusercontent.com\/u\/35122?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AaronW","name":"Aaron","image":"https:\/\/avatars.githubusercontent.com\/u\/305252?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/andrewmacgregor","name":"Andrew Macgregor","image":"https:\/\/avatars.githubusercontent.com\/u\/2545255?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/bzaczynski","name":"Bartosz Zaczy\u0144ski","image":"https:\/\/avatars.githubusercontent.com\/u\/2493451?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/PoulinConsulting","name":"PoulinConsulting","image":"https:\/\/avatars.githubusercontent.com\/u\/26970078?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/benregn","name":"Tomas Thor Jonsson","image":"https:\/\/avatars.githubusercontent.com\/u\/206066?v=4","affiliation":{"@type":"Organization","name":"valified"}},{"@type":"Person","@id":"https:\/\/github.com\/esc","name":"Emergency Self-Construct","image":"https:\/\/avatars.githubusercontent.com\/u\/41563?v=4","affiliation":{"@type":"Organization","name":"Anaconda Inc."}},{"@type":"Person","@id":"https:\/\/github.com\/techtonik","name":"anatoly techtonik","image":"https:\/\/avatars.githubusercontent.com\/u\/515889?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/serra","name":"Marijn van der Zee","image":"https:\/\/avatars.githubusercontent.com\/u\/285398?v=4","affiliation":{"@type":"Organization","name":"Serra ICT Diensten"}},{"@type":"Person","@id":"https:\/\/github.com\/mahmoudhossam","name":"Mahmoud Hanafy","image":"https:\/\/avatars.githubusercontent.com\/u\/619795?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/tartley","name":"Jonathan Hartley","image":"https:\/\/avatars.githubusercontent.com\/u\/137979?v=4","affiliation":{"@type":"Organization","name":"octoenergy"}},{"@type":"Person","@id":"https:\/\/github.com\/campbellr","name":"Ryan Campbell","image":"https:\/\/avatars.githubusercontent.com\/u\/205752?v=4","affiliation":{"@type":"Organization","name":"synctera"}},{"@type":"Person","@id":"https:\/\/github.com\/micrypt","name":"Seyi Ogunyemi","image":"https:\/\/avatars.githubusercontent.com\/u\/169394?v=4","affiliation":{"@type":"Organization","name":"Espians"}},{"@type":"Person","@id":"https:\/\/github.com\/smithandrewl","name":"Andrew Smith","image":"https:\/\/avatars.githubusercontent.com\/u\/490251?v=4","affiliation":{"@type":"Organization","name":"W. W. Wood Products Inc"}},{"@type":"Person","@id":"https:\/\/github.com\/alex","name":"Alex Gaynor","image":"https:\/\/avatars.githubusercontent.com\/u\/772?v=4","affiliation":{"@type":"Organization","name":"Anthropic"}},{"@type":"Person","@id":"https:\/\/github.com\/cli248","name":"Chen Liu","image":"https:\/\/avatars.githubusercontent.com\/u\/1371925?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/sirMackk","name":"sirMackk","image":"https:\/\/avatars.githubusercontent.com\/u\/2191211?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/BrianPainter","name":"Brian Painter","image":"https:\/\/avatars.githubusercontent.com\/u\/1342663?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ambray","name":"Aaron","image":"https:\/\/avatars.githubusercontent.com\/u\/7696137?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Michael-F-Bryan","name":"Michael Bryan","image":"https:\/\/avatars.githubusercontent.com\/u\/17380079?v=4","affiliation":{"@type":"Organization","name":"multiversal-ventures"}},{"@type":"Person","@id":"https:\/\/github.com\/GloryFish","name":"Jay Roberts","image":"https:\/\/avatars.githubusercontent.com\/u\/94730?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/okin","name":"Niko Wenselowski","image":"https:\/\/avatars.githubusercontent.com\/u\/445491?v=4","affiliation":{"@type":"Organization","name":"Checkmk"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-5072-8839","name":"Julian Berman","sameAs":"https:\/\/github.com\/Julian","image":"https:\/\/avatars.githubusercontent.com\/u\/329822?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/john2x","name":"John Louis Del Rosario","image":"https:\/\/avatars.githubusercontent.com\/u\/332885?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/vishalsodani","name":"Vishal Sodani","image":"https:\/\/avatars.githubusercontent.com\/u\/364183?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/tanyaschlusser","name":"Tanya Schlusser","image":"https:\/\/avatars.githubusercontent.com\/u\/7432951?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/simon-weber","name":"Simon Weber","image":"https:\/\/avatars.githubusercontent.com\/u\/950506?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/codeaditya","name":"Aditya","image":"https:\/\/avatars.githubusercontent.com\/u\/2553617?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Hasimir","name":"Ben McGinnes","image":"https:\/\/avatars.githubusercontent.com\/u\/2611615?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/christiankolding","name":"christiankolding","image":"https:\/\/avatars.githubusercontent.com\/u\/25536855?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/JensRantil","name":"Jens Rantil","image":"https:\/\/avatars.githubusercontent.com\/u\/730342?v=4","affiliation":{"@type":"Organization","name":"Sweet Potato Tech AB"}},{"@type":"Person","@id":"https:\/\/github.com\/matheusfelipeog","name":"Matheus Felipe","image":"https:\/\/avatars.githubusercontent.com\/u\/50463866?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/six8","name":"Mike Thornton","image":"https:\/\/avatars.githubusercontent.com\/u\/361145?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/pluo","name":"pluo","image":"https:\/\/avatars.githubusercontent.com\/u\/3425736?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/davidshq","name":"Dave Mackey","image":"https:\/\/avatars.githubusercontent.com\/u\/8009774?v=4","affiliation":{"@type":"Organization","name":"Eccentric-Quality-Solutions"}},{"@type":"Person","@id":"https:\/\/github.com\/mplewis","name":"Matt Lewis","image":"https:\/\/avatars.githubusercontent.com\/u\/1829094?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/rday","name":"Ryan Day","image":"https:\/\/avatars.githubusercontent.com\/u\/118789?v=4","affiliation":{"@type":"Organization","name":"awslabs"}},{"@type":"Person","@id":"https:\/\/github.com\/Zac-HD","name":"Zac Hatfield-Dodds","image":"https:\/\/avatars.githubusercontent.com\/u\/12229877?v=4","affiliation":{"@type":"Organization","name":"Anthropic"}},{"@type":"Person","@id":"https:\/\/github.com\/barisumog","name":"barisumog","image":"https:\/\/avatars.githubusercontent.com\/u\/3276128?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ajinkyadot","name":"Ajinkya Pawar","image":"https:\/\/avatars.githubusercontent.com\/u\/2122879?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/webmaven","name":"Michael R. Bernstein","image":"https:\/\/avatars.githubusercontent.com\/u\/438502?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-5750-0706","name":"Tim D. Smith","sameAs":"https:\/\/github.com\/tdsmith","image":"https:\/\/avatars.githubusercontent.com\/u\/173889?v=4","affiliation":{"@type":"Organization","name":"AbCellera"}},{"@type":"Person","@id":"https:\/\/github.com\/xms0g","name":"M. Sami G\u00fcrp\u0131nar","image":"https:\/\/avatars.githubusercontent.com\/u\/2058327?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/katmutua","name":"Jackie","image":"https:\/\/avatars.githubusercontent.com\/u\/6393089?v=4","affiliation":{"@type":"Organization","name":"x"}},{"@type":"Person","@id":"https:\/\/github.com\/checkcheckzz","name":"Zach","image":"https:\/\/avatars.githubusercontent.com\/u\/5798774?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/bnorquist","name":"Ben Norquist","image":"https:\/\/avatars.githubusercontent.com\/u\/15021612?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gregimba","name":"Grant Regimbal","image":"https:\/\/avatars.githubusercontent.com\/u\/1413547?v=4","affiliation":{"@type":"Organization","name":"Zenimax Media"}},{"@type":"Person","@id":"https:\/\/github.com\/dicato","name":"Stephen DiCato","image":"https:\/\/avatars.githubusercontent.com\/u\/542728?v=4","affiliation":{"@type":"Organization","name":"aws"}},{"@type":"Person","@id":"https:\/\/github.com\/toanant","name":"Abhishek | \u0905\u092d\u093f\u0937\u0947\u0915","image":"https:\/\/avatars.githubusercontent.com\/u\/735158?v=4","affiliation":{"@type":"Organization","name":"Akamai"}},{"@type":"Person","@id":"https:\/\/github.com\/JeffPaine","name":"Jeff Paine","image":"https:\/\/avatars.githubusercontent.com\/u\/1269165?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ThomasG77","name":"Thomas Gratier","image":"https:\/\/avatars.githubusercontent.com\/u\/642120?v=4","affiliation":{"@type":"Organization","name":"WebGeoDataVore"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-9265-9069","name":"Terence Eden","sameAs":"https:\/\/github.com\/edent","image":"https:\/\/avatars.githubusercontent.com\/u\/837136?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/rajathkmp","name":"Rajath Kumar","image":"https:\/\/avatars.githubusercontent.com\/u\/6078431?v=4","affiliation":{"@type":"Organization","name":"Columbia University"}},{"@type":"Person","@id":"https:\/\/github.com\/mandarg","name":"Mandar Gokhale","image":"https:\/\/avatars.githubusercontent.com\/u\/160992?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/amiralis","name":"Amirali Sanatinia","image":"https:\/\/avatars.githubusercontent.com\/u\/7542497?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gabrieldes","name":"Gabriel","image":"https:\/\/avatars.githubusercontent.com\/u\/25210349?v=4","affiliation":{"@type":"Organization","name":"datacamp"}},{"@type":"Person","@id":"https:\/\/github.com\/tylerdave","name":"Dave Forgac","image":"https:\/\/avatars.githubusercontent.com\/u\/409205?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/lyndsysimon","name":"Lyndsy Simon","image":"https:\/\/avatars.githubusercontent.com\/u\/131414?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gggritso","name":"George Gritsouk","image":"https:\/\/avatars.githubusercontent.com\/u\/989898?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dominiqueplante","name":"Dominique Plante","image":"https:\/\/avatars.githubusercontent.com\/u\/314236?v=4","affiliation":{"@type":"Organization","name":"McKesson \/ RelayHealth"}},{"@type":"Person","@id":"https:\/\/github.com\/aviranzerioniac","name":"Lokesh Dhakal","image":"https:\/\/avatars.githubusercontent.com\/u\/9079364?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/morenoh149","name":"Harry Moreno","image":"https:\/\/avatars.githubusercontent.com\/u\/587438?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/thomasballinger","name":"Tom Ballinger","image":"https:\/\/avatars.githubusercontent.com\/u\/458879?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/hroncok","name":"Miro Hron\u010dok","image":"https:\/\/avatars.githubusercontent.com\/u\/2401856?v=4","affiliation":{"@type":"Organization","name":"Red Hat, FIT CTU"}},{"@type":"Person","@id":"https:\/\/github.com\/nandak522","name":"Nanda Kishore","image":"https:\/\/avatars.githubusercontent.com\/u\/157880?v=4","affiliation":{"@type":"Organization","name":"razorpay @logmydays @nandboxx"}},{"@type":"Person","@id":"https:\/\/github.com\/Kuyan","name":"Kuyan","image":"https:\/\/avatars.githubusercontent.com\/u\/52097996?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/navdeep300","name":"Navdeep Singh","image":"https:\/\/avatars.githubusercontent.com\/u\/7783847?v=4","affiliation":{"@type":"Organization","name":"GNDEC"}},{"@type":"Person","@id":"https:\/\/github.com\/nstielau","name":"Nick Stielau","image":"https:\/\/avatars.githubusercontent.com\/u\/30011?v=4","affiliation":{"@type":"Organization","name":"Red Hat"}},{"@type":"Person","@id":"https:\/\/github.com\/rickwest","name":"Rick West","image":"https:\/\/avatars.githubusercontent.com\/u\/24735291?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/eno93","name":"eno93","image":"https:\/\/avatars.githubusercontent.com\/u\/103497833?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/guillermooo","name":"Guillermo L\u00f3pez-Anglada","image":"https:\/\/avatars.githubusercontent.com\/u\/684948?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mrshu","name":"Marek \u0160uppa","image":"https:\/\/avatars.githubusercontent.com\/u\/461491?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/tommy3001","name":"Thomas S.","image":"https:\/\/avatars.githubusercontent.com\/u\/538947?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/daisylb","name":"Daisy Leigh Brenecki","image":"https:\/\/avatars.githubusercontent.com\/u\/473960?v=4","affiliation":{"@type":"Organization","name":"pyconau & @djangocon AU"}},{"@type":"Person","@id":"https:\/\/github.com\/jabagawee","name":"Andrew Szeto","image":"https:\/\/avatars.githubusercontent.com\/u\/179852?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/almartin82","name":"Andrew Martin","image":"https:\/\/avatars.githubusercontent.com\/u\/782135?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ilvar","name":"Arcady \"RKD\" Chumachenko","image":"https:\/\/avatars.githubusercontent.com\/u\/21442?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/imbilltucker","name":"Bill Tucker","image":"https:\/\/avatars.githubusercontent.com\/u\/1047793?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/clinthowarth","name":"Clint Howarth","image":"https:\/\/avatars.githubusercontent.com\/u\/53682?v=4","affiliation":{"@type":"Organization","name":"Crayon"}},{"@type":"Person","@id":"https:\/\/github.com\/mrtazz","name":"Daniel Schauenberg","image":"https:\/\/avatars.githubusercontent.com\/u\/68183?v=4","affiliation":{"@type":"Organization","name":"github"}},{"@type":"Person","@id":"https:\/\/github.com\/DhiaTN","name":"Dhia Abbassi","image":"https:\/\/avatars.githubusercontent.com\/u\/2914703?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/hector12free","name":"Hector Huang","image":"https:\/\/avatars.githubusercontent.com\/u\/10247559?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/howiezhao","name":"Howie Zhao","image":"https:\/\/avatars.githubusercontent.com\/u\/16129206?v=4","affiliation":{"@type":"Organization","name":"lotusflare"}},{"@type":"Person","@id":"https:\/\/github.com\/KatherineMichel","name":"Katherine \"Kati\" Michel","image":"https:\/\/avatars.githubusercontent.com\/u\/4193054?v=4","affiliation":{"@type":"Organization","name":"JPMorganChase"}},{"@type":"Person","@id":"https:\/\/github.com\/leetrout","name":"Lee Trout","image":"https:\/\/avatars.githubusercontent.com\/u\/524648?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/MikeTheWatchGuy","name":"MikeTheWatchGuy","image":"https:\/\/avatars.githubusercontent.com\/u\/13696193?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-0369-2888","name":"Philipp A.","sameAs":"https:\/\/github.com\/flying-sheep","image":"https:\/\/avatars.githubusercontent.com\/u\/291575?v=4","affiliation":{"@type":"Organization","name":"theislab"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-9817-8485","name":"Carol Willing","sameAs":"https:\/\/github.com\/willingc","image":"https:\/\/avatars.githubusercontent.com\/u\/2680980?v=4","affiliation":{"@type":"Organization","name":"Willing Consulting"}},{"@type":"Person","@id":"https:\/\/github.com\/ryanchants","name":"ryanchants","image":"https:\/\/avatars.githubusercontent.com\/u\/40925416?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/guptaankur","name":"guptaankur","image":"https:\/\/avatars.githubusercontent.com\/u\/5054268?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-4263-0786","name":"Victor Caldas","sameAs":"https:\/\/github.com\/vcaldas","image":"https:\/\/avatars.githubusercontent.com\/u\/5954193?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0003-0602-9202","name":"Varun Agrawal","sameAs":"https:\/\/github.com\/varunagrawal","image":"https:\/\/avatars.githubusercontent.com\/u\/975964?v=4","affiliation":{"@type":"Organization","name":"Georgia Tech"}},{"@type":"Person","@id":"https:\/\/github.com\/SanketDG","name":"Sanket Dasgupta","image":"https:\/\/avatars.githubusercontent.com\/u\/8980971?v=4","affiliation":{"@type":"Organization","name":"gofynd"}},{"@type":"Person","@id":"https:\/\/github.com\/sateeshkumarb","name":"Sateesh","image":"https:\/\/avatars.githubusercontent.com\/u\/429263?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/daler","name":"Ryan Dale","image":"https:\/\/avatars.githubusercontent.com\/u\/115406?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0001-8616-4898","name":"Emily Dolson","sameAs":"https:\/\/github.com\/emilydolson","image":"https:\/\/avatars.githubusercontent.com\/u\/3119922?v=4","affiliation":{"@type":"Organization","name":"DolsonLab, Michigan State University"}},{"@type":"Person","@id":"https:\/\/github.com\/codenirvana","name":"Udit Vasu","image":"https:\/\/avatars.githubusercontent.com\/u\/4865836?v=4","affiliation":{"@type":"Organization","name":"postmanlabs"}},{"@type":"Person","@id":"https:\/\/github.com\/schodge","name":"Shayne Hodge","image":"https:\/\/avatars.githubusercontent.com\/u\/4616123?v=4","affiliation":{"@type":"Organization","name":"PurpleQuark"}},{"@type":"Person","@id":"https:\/\/github.com\/elanorigby","name":"Sharla Kew","image":"https:\/\/avatars.githubusercontent.com\/u\/6318948?v=4","affiliation":{"@type":"Organization","name":"futurelearn"}},{"@type":"Person","@id":"https:\/\/github.com\/tiangolo","name":"Sebasti\u00e1n Ram\u00edrez","image":"https:\/\/avatars.githubusercontent.com\/u\/1326112?v=4","affiliation":{"@type":"Organization","name":"FastAPI Cloud"}},{"@type":"Person","@id":"https:\/\/github.com\/saurvs","name":"Saurav Sachidanand","image":"https:\/\/avatars.githubusercontent.com\/u\/12742708?v=4","affiliation":{"@type":"Organization","name":"interviewstreet, @cvmfs-contrib"}},{"@type":"Person","@id":"https:\/\/github.com\/romilly","name":"Romilly Cocking","image":"https:\/\/avatars.githubusercontent.com\/u\/149310?v=4","affiliation":{"@type":"Organization","name":"Rarekits"}},{"@type":"Person","@id":"https:\/\/github.com\/mindsocket","name":"Roger Barnes","image":"https:\/\/avatars.githubusercontent.com\/u\/289376?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nblouveton","name":"nblouveton","image":"https:\/\/avatars.githubusercontent.com\/u\/1489929?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/eet6646","name":"Emmanuel Thompson","image":"https:\/\/avatars.githubusercontent.com\/u\/6188263?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/pyfisch","name":"pyfisch","image":"https:\/\/avatars.githubusercontent.com\/u\/2781017?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/remcodraijer","name":"remcodraijer","image":"https:\/\/avatars.githubusercontent.com\/u\/6798994?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/syndbg","name":"Anton Antonov","image":"https:\/\/avatars.githubusercontent.com\/u\/6031925?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/zachvalenta","name":"zach valenta","image":"https:\/\/avatars.githubusercontent.com\/u\/11388735?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/imba-tjd","name":"imba-tjd","image":"https:\/\/avatars.githubusercontent.com\/u\/24759802?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0003-2443-8827","name":"Vivek Joshy","sameAs":"https:\/\/github.com\/vivekjoshy","image":"https:\/\/avatars.githubusercontent.com\/u\/8206808?v=4","affiliation":{"@type":"Organization","name":"Vairified"}},{"@type":"Person","@id":"https:\/\/github.com\/Kwpolska","name":"Chris Warrick","image":"https:\/\/avatars.githubusercontent.com\/u\/327323?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Prodesire","name":"Prodesire","image":"https:\/\/avatars.githubusercontent.com\/u\/15667365?v=4","affiliation":{"@type":"Organization","name":"aliyun"}},{"@type":"Person","@id":"https:\/\/github.com\/mahanmarwat","name":"Mahan Marwat","image":"https:\/\/avatars.githubusercontent.com\/u\/6587438?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Barmaley13","name":"Kirill Belyayev","image":"https:\/\/avatars.githubusercontent.com\/u\/1986835?v=4","affiliation":{"@type":"Organization","name":"Simply Works Electronics LLC"}},{"@type":"Person","@id":"https:\/\/github.com\/petrushev","name":"Baze Petrushev","image":"https:\/\/avatars.githubusercontent.com\/u\/353166?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/alekzvik","name":"Oleksii Vykaliuk","image":"https:\/\/avatars.githubusercontent.com\/u\/982323?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/cgoodale","name":"Cameron Goodale","image":"https:\/\/avatars.githubusercontent.com\/u\/750420?v=4","affiliation":{"@type":"Organization","name":"NASA Jet Propulsion Laboratory"}},{"@type":"Person","@id":"https:\/\/github.com\/anlewis","name":"Anna Arkblad","image":"https:\/\/avatars.githubusercontent.com\/u\/26888961?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/davidfischer","name":"David Fischer","image":"https:\/\/avatars.githubusercontent.com\/u\/185043?v=4","affiliation":{"@type":"Organization","name":"readthedocs"}},{"@type":"Person","@id":"https:\/\/github.com\/DonJayamanne","name":"Don Jayamanne","image":"https:\/\/avatars.githubusercontent.com\/u\/1948812?v=4","affiliation":{"@type":"Organization","name":"microsoft"}},{"@type":"Person","@id":"https:\/\/github.com\/dstufft","name":"Donald Stufft","image":"https:\/\/avatars.githubusercontent.com\/u\/145979?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Duta","name":"Bertie Wheen","image":"https:\/\/avatars.githubusercontent.com\/u\/2664553?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gabbarnama","name":"Gabbarnama","image":"https:\/\/avatars.githubusercontent.com\/u\/10703201?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gbrova","name":"George Brova","image":"https:\/\/avatars.githubusercontent.com\/u\/1232895?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/DreamToCode","name":"DreamToCode","image":"https:\/\/avatars.githubusercontent.com\/u\/96630777?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/madjar","name":"Georges Dubus","image":"https:\/\/avatars.githubusercontent.com\/u\/109141?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mark-up","name":"Mark Simpson","image":"https:\/\/avatars.githubusercontent.com\/u\/1034349?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/tbm","name":"Martin Michlmayr","image":"https:\/\/avatars.githubusercontent.com\/u\/1556037?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/axtimhaus","name":"Max Weiner","image":"https:\/\/avatars.githubusercontent.com\/u\/25556047?v=4","affiliation":{"@type":"Organization","name":"Institute of Metals Forming, TU Bergakademie Freiberg"}},{"@type":"Person","@id":"https:\/\/github.com\/MineDoubleSpace","name":"MineDoubleSpace","image":"https:\/\/avatars.githubusercontent.com\/u\/5476761?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/moritzreiter","name":"Moritz Reiter","image":"https:\/\/avatars.githubusercontent.com\/u\/3286144?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/userlerueda","name":"Luis Rueda","image":"https:\/\/avatars.githubusercontent.com\/u\/5360349?v=4","affiliation":{"@type":"Organization","name":"Cisco Systems, Inc."}},{"@type":"Person","@id":"https:\/\/github.com\/kuldeeps48","name":"Kuldeep Singh","image":"https:\/\/avatars.githubusercontent.com\/u\/10128989?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/knikolla","name":"Kristi Nikolla","image":"https:\/\/avatars.githubusercontent.com\/u\/4123322?v=4","affiliation":{"@type":"Organization","name":"CCI-MOC, @nerc-project"}},{"@type":"Person","@id":"https:\/\/github.com\/kishorbhat","name":"Kishor Bhat","image":"https:\/\/avatars.githubusercontent.com\/u\/7105012?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kaustubhsant","name":"Kaustubh Sant","image":"https:\/\/avatars.githubusercontent.com\/u\/8842035?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jhermann","name":"J\u00fcrgen Hermann","image":"https:\/\/avatars.githubusercontent.com\/u\/1068245?v=4","affiliation":{"@type":"Organization","name":"mam-dev"}},{"@type":"Person","@id":"https:\/\/github.com\/MrJohz","name":"Jonathan Frere","image":"https:\/\/avatars.githubusercontent.com\/u\/4059026?v=4","affiliation":{"@type":"Organization","name":"esveo"}},{"@type":"Person","@id":"https:\/\/github.com\/JonasGroeger","name":"Jonas Gr\u00f6ger","image":"https:\/\/avatars.githubusercontent.com\/u\/1790638?v=4","affiliation":{"@type":"Organization","name":"codecentric (@codecentric)"}},{"@type":"Person","@id":"https:\/\/github.com\/henryh9n","name":"Henry Harutyunyan","image":"https:\/\/avatars.githubusercontent.com\/u\/3189082?v=4","affiliation":{"@type":"Organization","name":"Criteo"}},{"@type":"Person","@id":"https:\/\/github.com\/gsenesac","name":"gsenesac","image":"https:\/\/avatars.githubusercontent.com\/u\/1740413?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/trk9001","name":"trk","image":"https:\/\/avatars.githubusercontent.com\/u\/32555337?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0003-4480-5567","name":"Jeroen Van Goey","sameAs":"https:\/\/github.com\/BioGeek","image":"https:\/\/avatars.githubusercontent.com\/u\/59344?v=4","affiliation":{"@type":"Organization","name":"instadeepai"}},{"@type":"Person","@id":"https:\/\/github.com\/hammer","name":"Jeff Hammerbacher","image":"https:\/\/avatars.githubusercontent.com\/u\/15233?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-1481-2996","name":"Konrad F\u00f6rstner","sameAs":"https:\/\/github.com\/konrad","image":"https:\/\/avatars.githubusercontent.com\/u\/49392?v=4","affiliation":{"@type":"Organization","name":"ZB MED - Information Centre for Life Science & TH K\u00f6ln"}},{"@type":"Person","@id":"https:\/\/github.com\/takluyver","name":"Thomas Kluyver","image":"https:\/\/avatars.githubusercontent.com\/u\/327925?v=4","affiliation":{"@type":"Organization","name":"European XFEL"}},{"@type":"Person","@id":"https:\/\/github.com\/avinassh","name":"Avinash Sajjanshetty","image":"https:\/\/avatars.githubusercontent.com\/u\/640792?v=4","affiliation":{"@type":"Organization","name":"tursodatabase"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-2568-415X","name":"Tony Narlock","sameAs":"https:\/\/github.com\/tony","image":"https:\/\/avatars.githubusercontent.com\/u\/26336?v=4","affiliation":{"@type":"Organization","name":"Narlock Systems"}},{"@type":"Person","@id":"https:\/\/github.com\/cclauss","name":"Christian Clauss","image":"https:\/\/avatars.githubusercontent.com\/u\/3709715?v=4","affiliation":{"@type":"Organization","name":"Christian Clauss"}},{"@type":"Person","@id":"https:\/\/github.com\/davidjb","name":"David Beitey","image":"https:\/\/avatars.githubusercontent.com\/u\/1002811?v=4","affiliation":{"@type":"Organization","name":"ranlytics"}},{"@type":"Person","@id":"https:\/\/github.com\/souravsingh","name":"Sourav Singh","image":"https:\/\/avatars.githubusercontent.com\/u\/4314261?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/brettcannon","name":"Brett Cannon","image":"https:\/\/avatars.githubusercontent.com\/u\/54418?v=4","affiliation":{"@type":"Organization","name":"microsoft"}},{"@type":"Person","@id":"https:\/\/github.com\/gregmalcolm","name":"Greg Malcolm","image":"https:\/\/avatars.githubusercontent.com\/u\/64433?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Carreau","name":"M Bussonnier","image":"https:\/\/avatars.githubusercontent.com\/u\/335567?v=4","affiliation":{"@type":"Organization","name":"Quansight-Labs"}},{"@type":"Person","@id":"https:\/\/github.com\/encukou","name":"Petr Viktorin","image":"https:\/\/avatars.githubusercontent.com\/u\/302922?v=4","affiliation":{"@type":"Organization","name":"Python Software Foundation"}},{"@type":"Person","@id":"https:\/\/github.com\/avisser","name":"Andy Visser","image":"https:\/\/avatars.githubusercontent.com\/u\/1444364?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/tv3141","name":"tv3141","image":"https:\/\/avatars.githubusercontent.com\/u\/14019925?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/svandragt","name":"Sander van Dragt","image":"https:\/\/avatars.githubusercontent.com\/u\/594871?v=4","affiliation":{"@type":"Organization","name":"humanmade"}},{"@type":"Person","@id":"https:\/\/github.com\/rmalecky","name":"Ryan Malecky","image":"https:\/\/avatars.githubusercontent.com\/u\/3896055?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/rubenroy","name":"Ruben Roy","image":"https:\/\/avatars.githubusercontent.com\/u\/4881225?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/rcatajar","name":"Romain Catajar","image":"https:\/\/avatars.githubusercontent.com\/u\/7900305?v=4","affiliation":{"@type":"Organization","name":"Bowo (hello-bowo.com)"}},{"@type":"Person","@id":"https:\/\/github.com\/rvanlaar","name":"Roland van Laar","image":"https:\/\/avatars.githubusercontent.com\/u\/710771?v=4","affiliation":{"@type":"Organization","name":"Roland van Laar"}},{"@type":"Person","@id":"https:\/\/github.com\/robsonpeixoto","name":"Robson Roberto Souza Peixoto","image":"https:\/\/avatars.githubusercontent.com\/u\/124390?v=4","affiliation":{"@type":"Organization","name":"stone-payments"}},{"@type":"Person","@id":"https:\/\/github.com\/razzius","name":"Razzi Abuissa","image":"https:\/\/avatars.githubusercontent.com\/u\/2244895?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/rahiel","name":"Rahiel Kasim","image":"https:\/\/avatars.githubusercontent.com\/u\/6839756?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/rmoyano","name":"Rafael Moyano","image":"https:\/\/avatars.githubusercontent.com\/u\/806608?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/pbdeuchler","name":"Philip Deuchler","image":"https:\/\/avatars.githubusercontent.com\/u\/712346?v=4","affiliation":{"@type":"Organization","name":"Shopify"}},{"@type":"Person","@id":"https:\/\/github.com\/sburns","name":"Scott Burns","image":"https:\/\/avatars.githubusercontent.com\/u\/440820?v=4","affiliation":{"@type":"Organization","name":"BambooHR"}},{"@type":"Person","@id":"https:\/\/github.com\/ryush00","name":"SeongHoon Ryu","image":"https:\/\/avatars.githubusercontent.com\/u\/4997174?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/shichao-an","name":"Shichao An","image":"https:\/\/avatars.githubusercontent.com\/u\/5781687?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/shivenmian","name":"Shiven Mian","image":"https:\/\/avatars.githubusercontent.com\/u\/14081800?v=4","affiliation":{"@type":"Organization","name":"twitter"}},{"@type":"Person","@id":"https:\/\/github.com\/siddhantgoel","name":"Siddhant Goel","image":"https:\/\/avatars.githubusercontent.com\/u\/79892?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/sidneypham","name":"Sidney Pham","image":"https:\/\/avatars.githubusercontent.com\/u\/7091274?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/svisser","name":"Simeon Visser","image":"https:\/\/avatars.githubusercontent.com\/u\/723226?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/thinkerbot","name":"Simon Chiang","image":"https:\/\/avatars.githubusercontent.com\/u\/7307?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ssundarraj","name":"Sriram Sundarraj","image":"https:\/\/avatars.githubusercontent.com\/u\/4509724?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/StanBright","name":"Stan Bright","image":"https:\/\/avatars.githubusercontent.com\/u\/41246?v=4","affiliation":{"@type":"Organization","name":"New Atlantis"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0003-4379-2450","name":"Stephan H\u00fcgel","sameAs":"https:\/\/github.com\/urschrei","image":"https:\/\/avatars.githubusercontent.com\/u\/131862?v=4","affiliation":{"@type":"Organization","name":"Trinity College Dublin"}},{"@type":"Person","@id":"https:\/\/github.com\/stevepiercy","name":"Steve Piercy","image":"https:\/\/avatars.githubusercontent.com\/u\/102112?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/martinblech","name":"Mart\u00edn Blech","image":"https:\/\/avatars.githubusercontent.com\/u\/78768?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/askedrelic","name":"Matt Behrens","image":"https:\/\/avatars.githubusercontent.com\/u\/130111?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/hughes","name":"Matt Hughes","image":"https:\/\/avatars.githubusercontent.com\/u\/775741?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mattboehm","name":"Matthew Boehm","image":"https:\/\/avatars.githubusercontent.com\/u\/1254555?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0009-0007-7114-8247","name":"Matthieu","sameAs":"https:\/\/github.com\/matthieu-perso","image":"https:\/\/avatars.githubusercontent.com\/u\/40921376?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/techbeamers","name":"Meenakshi Agarwal","image":"https:\/\/avatars.githubusercontent.com\/u\/28447564?v=4","affiliation":{"@type":"Organization","name":"TechBeamers"}},{"@type":"Person","@id":"https:\/\/github.com\/mher","name":"mher","image":"https:\/\/avatars.githubusercontent.com\/u\/691049?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mkomitee","name":"Michael Komitee","image":"https:\/\/avatars.githubusercontent.com\/u\/826?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/schmichael","name":"Michael Schurter","image":"https:\/\/avatars.githubusercontent.com\/u\/113362?v=4","affiliation":{"@type":"Organization","name":"hashicorp"}},{"@type":"Person","@id":"https:\/\/github.com\/mivade","name":"Mike DePalatis","image":"https:\/\/avatars.githubusercontent.com\/u\/2805515?v=4","affiliation":{"@type":"Organization","name":"Ascend Analytics"}},{"@type":"Person","@id":"https:\/\/github.com\/driscollis","name":"Mike Driscoll","image":"https:\/\/avatars.githubusercontent.com\/u\/2895418?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mmardini","name":"Moayad Mardini","image":"https:\/\/avatars.githubusercontent.com\/u\/2544176?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/schilli91","name":"schilli91","image":"https:\/\/avatars.githubusercontent.com\/u\/28610231?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nateprewitt","name":"Nate Prewitt","image":"https:\/\/avatars.githubusercontent.com\/u\/5271761?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/irons","name":"Nathaniel Irons","image":"https:\/\/avatars.githubusercontent.com\/u\/122638?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Nefari0uss","name":"Nefari0uss","image":"https:\/\/avatars.githubusercontent.com\/u\/6549271?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nelsonjchen","name":"Nelson Chen","image":"https:\/\/avatars.githubusercontent.com\/u\/5363?v=4","affiliation":{"@type":"Organization","name":"Boingo Wireless"}},{"@type":"Person","@id":"https:\/\/github.com\/klauern","name":"Nick Klauer","image":"https:\/\/avatars.githubusercontent.com\/u\/4735?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/NickButcher1","name":"Nick Butcher","image":"https:\/\/avatars.githubusercontent.com\/u\/8671565?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/iNishant","name":"Nishant Singh","image":"https:\/\/avatars.githubusercontent.com\/u\/10304344?v=4","affiliation":{"@type":"Organization","name":"morphicfilms"}},{"@type":"Person","@id":"https:\/\/github.com\/ofek","name":"Ofek Lev","image":"https:\/\/avatars.githubusercontent.com\/u\/9677399?v=4","affiliation":{"@type":"Organization","name":"DataDog"}},{"@type":"Person","@id":"https:\/\/github.com\/orn688","name":"Oliver Newman","image":"https:\/\/avatars.githubusercontent.com\/u\/15459200?v=4","affiliation":{"@type":"Organization","name":"google"}},{"@type":"Person","@id":"https:\/\/github.com\/muraty","name":"Omer Murat Y\u0131ld\u0131r\u0131m","image":"https:\/\/avatars.githubusercontent.com\/u\/817164?v=4","affiliation":{"@type":"Organization","name":"putdotio"}},{"@type":"Person","@id":"https:\/\/github.com\/salty-horse","name":"Ori Avtalion","image":"https:\/\/avatars.githubusercontent.com\/u\/28355?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/pborreli","name":"Pascal Borreli","image":"https:\/\/avatars.githubusercontent.com\/u\/77759?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/paulie4","name":"Paulie Pe\u00f1a","image":"https:\/\/avatars.githubusercontent.com\/u\/203125?v=4","affiliation":{"@type":"Organization","name":"Jamaicaway Tower & Townhouses"}},{"@type":"Person","@id":"https:\/\/github.com\/plabanauskis","name":"Paulius Labanauskis","image":"https:\/\/avatars.githubusercontent.com\/u\/1102765?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/StevenBarre","name":"Steven Barre","image":"https:\/\/avatars.githubusercontent.com\/u\/24236108?v=4","affiliation":{"@type":"Organization","name":"DXC Advanced Solutions"}},{"@type":"Person","@id":"https:\/\/github.com\/angellmethod","name":"angellmethod","image":"https:\/\/avatars.githubusercontent.com\/u\/23619763?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/caimaoy","name":"Yue Chen","image":"https:\/\/avatars.githubusercontent.com\/u\/2977844?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/claudejrogers","name":"Claude Rogers","image":"https:\/\/avatars.githubusercontent.com\/u\/614117?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/d9pouces","name":"d9pouces","image":"https:\/\/avatars.githubusercontent.com\/u\/2222826?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dshendler","name":"dshendler","image":"https:\/\/avatars.githubusercontent.com\/u\/1463009?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gison93","name":"Nicol\u00f2 Giso","image":"https:\/\/avatars.githubusercontent.com\/u\/43569657?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gruzovator","name":"gruzovator","image":"https:\/\/avatars.githubusercontent.com\/u\/748775?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/sysulq","name":"\u5927\u53ef","image":"https:\/\/avatars.githubusercontent.com\/u\/1734615?v=4","affiliation":{"@type":"Organization","name":"douyu"}},{"@type":"Person","@id":"https:\/\/github.com\/holdenweb","name":"Steve Holden","image":"https:\/\/avatars.githubusercontent.com\/u\/105312?v=4","affiliation":{"@type":"Organization","name":"Department for International Trade"}},{"@type":"Person","@id":"https:\/\/github.com\/i-rme","name":"Ra\u00fal Mart\u00ednez (RME)","image":"https:\/\/avatars.githubusercontent.com\/u\/6007737?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/imranghory","name":"imranghory","image":"https:\/\/avatars.githubusercontent.com\/u\/432724?v=4","affiliation":{"@type":"Organization","name":"Blossom Capital"}},{"@type":"Person","@id":"https:\/\/github.com\/jul","name":"julien tayon","image":"https:\/\/avatars.githubusercontent.com\/u\/130171?v=4","affiliation":{"@type":"Organization","name":"World Domination\u00a9\u00ae Inc."}},{"@type":"Person","@id":"https:\/\/github.com\/kikisdeliveryservice","name":"Kirsten","image":"https:\/\/avatars.githubusercontent.com\/u\/6187843?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/klml","name":"Klaus Mueller","image":"https:\/\/avatars.githubusercontent.com\/u\/295778?v=4","affiliation":{"@type":"Organization","name":"it@M"}},{"@type":"Person","@id":"https:\/\/github.com\/ncoghlan","name":"Alyssa Coghlan","image":"https:\/\/avatars.githubusercontent.com\/u\/1026649?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nhumrich","name":"Nick Humrich","image":"https:\/\/avatars.githubusercontent.com\/u\/4661889?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/pierreluctg","name":"Pierre-Luc","image":"https:\/\/avatars.githubusercontent.com\/u\/1785698?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/noisytoken","name":"noisytoken","image":"https:\/\/avatars.githubusercontent.com\/u\/6175606?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/rogererens","name":"Roger Erens","image":"https:\/\/avatars.githubusercontent.com\/u\/907897?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/taddeimania","name":"Joel Taddei","image":"https:\/\/avatars.githubusercontent.com\/u\/1627744?v=4","affiliation":{"@type":"Organization","name":"Zapier"}},{"@type":"Person","@id":"https:\/\/github.com\/ugurcaliskan","name":"Ugur Caliskan","image":"https:\/\/avatars.githubusercontent.com\/u\/8639999?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/miroli","name":"Robin Linderborg","image":"https:\/\/avatars.githubusercontent.com\/u\/1508133?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/vipul-sharma20","name":"Vipul","image":"https:\/\/avatars.githubusercontent.com\/u\/5447064?v=4","affiliation":{"@type":"Organization","name":"skit-ai"}},{"@type":"Person","@id":"https:\/\/github.com\/subramani95","name":"Subramani Ramanathan","image":"https:\/\/avatars.githubusercontent.com\/u\/3413927?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/suryasr007","name":"Surya Teja","image":"https:\/\/avatars.githubusercontent.com\/u\/10533926?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/taleinat","name":"Tal Einat","image":"https:\/\/avatars.githubusercontent.com\/u\/532281?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mtunique","name":"MT","image":"https:\/\/avatars.githubusercontent.com\/u\/5835949?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/taranjeet","name":"Taranjeet Singh","image":"https:\/\/avatars.githubusercontent.com\/u\/4302268?v=4","affiliation":{"@type":"Organization","name":"mem0ai"}},{"@type":"Person","@id":"https:\/\/github.com\/tlatsas","name":"Tasos Latsas","image":"https:\/\/avatars.githubusercontent.com\/u\/372440?v=4","affiliation":{"@type":"Organization","name":"Shopify"}},{"@type":"Person","@id":"https:\/\/github.com\/tedmiston","name":"Taylor D. Edmiston","image":"https:\/\/avatars.githubusercontent.com\/u\/366688?v=4","affiliation":{"@type":"Organization","name":"mandolin-dev"}},{"@type":"Person","@id":"https:\/\/github.com\/Ayrx","name":"Terry Chia","image":"https:\/\/avatars.githubusercontent.com\/u\/1937160?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/tlevine","name":"tlevine","image":"https:\/\/avatars.githubusercontent.com\/u\/10280?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-1883-6514","name":"Tobias","sameAs":"https:\/\/github.com\/tkschmidt","image":"https:\/\/avatars.githubusercontent.com\/u\/409660?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ForeverWintr","name":"Tom","image":"https:\/\/avatars.githubusercontent.com\/u\/3046190?v=4","affiliation":{"@type":"Organization","name":"InvestmentSystems"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-2176-0530","name":"Tom Nicholas","sameAs":"https:\/\/github.com\/TomNicholas","image":"https:\/\/avatars.githubusercontent.com\/u\/35968931?v=4","affiliation":{"@type":"Organization","name":"earth-mover"}},{"@type":"Person","@id":"https:\/\/github.com\/tomer","name":"Tomer Cohen","image":"https:\/\/avatars.githubusercontent.com\/u\/50206?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/treyhunner","name":"Trey Hunner","image":"https:\/\/avatars.githubusercontent.com\/u\/285352?v=4","affiliation":{"@type":"Organization","name":"TruthfulTechnology"}},{"@type":"Person","@id":"https:\/\/github.com\/adsnjhfyeqw231eas","name":"tridev","image":"https:\/\/avatars.githubusercontent.com\/u\/8340935?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/vially","name":"Valentin H\u0103loiu","image":"https:\/\/avatars.githubusercontent.com\/u\/433598?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Grimy","name":"Victoire Adam","image":"https:\/\/avatars.githubusercontent.com\/u\/3199732?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/vnoel","name":"Vincent Noel","image":"https:\/\/avatars.githubusercontent.com\/u\/731499?v=4","affiliation":{"@type":"Organization","name":"CNRS"}},{"@type":"Person","@id":"https:\/\/github.com\/willhumphreys","name":"Will Humphreys","image":"https:\/\/avatars.githubusercontent.com\/u\/5224160?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/wting","name":"William Ting","image":"https:\/\/avatars.githubusercontent.com\/u\/622170?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/yoichi","name":"Yoichi NAKAYAMA","image":"https:\/\/avatars.githubusercontent.com\/u\/107537?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ohing504","name":"Youngsup Oh","image":"https:\/\/avatars.githubusercontent.com\/u\/10616590?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/zwernberg","name":"Zach Wernberg","image":"https:\/\/avatars.githubusercontent.com\/u\/7645568?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/zevaverbach","name":"Zev Averbach","image":"https:\/\/avatars.githubusercontent.com\/u\/2838836?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/adamdonahue","name":"Adam Donahue","image":"https:\/\/avatars.githubusercontent.com\/u\/2406542?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AaronCritchley","name":"Aaron Critchley","image":"https:\/\/avatars.githubusercontent.com\/u\/5992653?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/epicserve","name":"Brent O'Connor","image":"https:\/\/avatars.githubusercontent.com\/u\/191620?v=4","affiliation":{"@type":"Organization","name":"Epicserve"}},{"@type":"Person","@id":"https:\/\/github.com\/dbbrian","name":"Brian","image":"https:\/\/avatars.githubusercontent.com\/u\/188809?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/brittag","name":"Britta Gustafson","image":"https:\/\/avatars.githubusercontent.com\/u\/391313?v=4","affiliation":{"@type":"Organization","name":"A1M Solutions"}},{"@type":"Person","@id":"https:\/\/github.com\/kdelwat","name":"Cadel Watson","image":"https:\/\/avatars.githubusercontent.com\/u\/1031518?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/CarlFK","name":"Carl Karsten","image":"https:\/\/avatars.githubusercontent.com\/u\/23225?v=4","affiliation":{"@type":"Organization","name":"Click to edit"}},{"@type":"Person","@id":"https:\/\/github.com\/carlosdmz","name":"Carlos Dam\u00e1zio","image":"https:\/\/avatars.githubusercontent.com\/u\/10291163?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/carloshvp-work","name":"Carlos Hernandez","image":"https:\/\/avatars.githubusercontent.com\/u\/167628537?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/cguardia","name":"Carlos de la Guardia","image":"https:\/\/avatars.githubusercontent.com\/u\/324415?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/chewxy","name":"Chewxy","image":"https:\/\/avatars.githubusercontent.com\/u\/471890?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Chocobo1","name":"Chocobo1","image":"https:\/\/avatars.githubusercontent.com\/u\/9395168?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Armour","name":"Chong Guo","image":"https:\/\/avatars.githubusercontent.com\/u\/5276065?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/streeter","name":"Chris Streeter","image":"https:\/\/avatars.githubusercontent.com\/u\/164168?v=4","affiliation":{"@type":"Organization","name":"educreations"}},{"@type":"Person","@id":"https:\/\/github.com\/Christofosho","name":"Christopher Snow","image":"https:\/\/avatars.githubusercontent.com\/u\/1461425?v=4","affiliation":{"@type":"Organization","name":"D2L"}},{"@type":"Person","@id":"https:\/\/github.com\/n1trux","name":"Crack Duck","image":"https:\/\/avatars.githubusercontent.com\/u\/7255542?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/cmaureir","name":"Cristi\u00e1n Maureira-Fredes","image":"https:\/\/avatars.githubusercontent.com\/u\/177982?v=4","affiliation":{"@type":"Organization","name":"The Qt Company"}},{"@type":"Person","@id":"https:\/\/github.com\/daltonmatos","name":"Dalton Barreto","image":"https:\/\/avatars.githubusercontent.com\/u\/121638?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/danshorstein","name":"Daniel Shorstein","image":"https:\/\/avatars.githubusercontent.com\/u\/15842536?v=4","affiliation":{"@type":"Organization","name":"Pythonic Accountant"}},{"@type":"Person","@id":"https:\/\/github.com\/dandersson","name":"dandersson","image":"https:\/\/avatars.githubusercontent.com\/u\/3901008?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/darius","name":"Darius Bacon","image":"https:\/\/avatars.githubusercontent.com\/u\/6712?v=4","affiliation":{"@type":"Organization","name":"open to contracts, not perm"}},{"@type":"Person","@id":"https:\/\/github.com\/UtahDave","name":"David Boucha","image":"https:\/\/avatars.githubusercontent.com\/u\/306240?v=4","affiliation":{"@type":"Organization","name":"SaltStack.com"}},{"@type":"Person","@id":"https:\/\/github.com\/DavidLutton","name":"David Lutton","image":"https:\/\/avatars.githubusercontent.com\/u\/1688143?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/codeinthehole","name":"David Winterbottom","image":"https:\/\/avatars.githubusercontent.com\/u\/80975?v=4","affiliation":{"@type":"Organization","name":"kraken-tech"}},{"@type":"Person","@id":"https:\/\/github.com\/derekargueta","name":"Derek Argueta","image":"https:\/\/avatars.githubusercontent.com\/u\/5253821?v=4","affiliation":{"@type":"Organization","name":"airbnb"}},{"@type":"Person","@id":"https:\/\/github.com\/domenkozar","name":"Domen Ko\u017ear","image":"https:\/\/avatars.githubusercontent.com\/u\/126339?v=4","affiliation":{"@type":"Organization","name":"cachix"}},{"@type":"Person","@id":"https:\/\/github.com\/akavlie","name":"Aaron Kavlie","image":"https:\/\/avatars.githubusercontent.com\/u\/306444?v=4","affiliation":{"@type":"Organization","name":"Stremor"}},{"@type":"Person","@id":"https:\/\/github.com\/apeschel","name":"Aaron Peschel","image":"https:\/\/avatars.githubusercontent.com\/u\/567739?v=4","affiliation":{"@type":"Organization","name":"ElementAnalytics"}},{"@type":"Person","@id":"https:\/\/github.com\/abhikpal","name":"Abhik Pal","image":"https:\/\/avatars.githubusercontent.com\/u\/3626001?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/chhabrakadabra","name":"Abhin Chhabra","image":"https:\/\/avatars.githubusercontent.com\/u\/773452?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/adamliter","name":"Adam Liter","image":"https:\/\/avatars.githubusercontent.com\/u\/4974404?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/adamzap","name":"Adam Zapletal","image":"https:\/\/avatars.githubusercontent.com\/u\/101698?v=4","affiliation":{"@type":"Organization","name":"Crossway"}},{"@type":"Person","@id":"https:\/\/github.com\/asweigart","name":"Al Sweigart","image":"https:\/\/avatars.githubusercontent.com\/u\/52220?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/aclark4life","name":"Jeffrey 'Alex' Clark","image":"https:\/\/avatars.githubusercontent.com\/u\/72164?v=4","affiliation":{"@type":"Organization","name":"ACLARK.NET, LLC"}},{"@type":"Person","@id":"https:\/\/github.com\/agronholm","name":"Alex Gr\u00f6nholm","image":"https:\/\/avatars.githubusercontent.com\/u\/130003?v=4","affiliation":{"@type":"Organization","name":"NextDay Solutions Oy"}},{"@type":"Person","@id":"https:\/\/github.com\/alex-sf","name":"Alex Mattson","image":"https:\/\/avatars.githubusercontent.com\/u\/49570956?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/getschomp","name":"Allison Browne","image":"https:\/\/avatars.githubusercontent.com\/u\/5835824?v=4","affiliation":{"@type":"Organization","name":"GitLab"}},{"@type":"Person","@id":"https:\/\/github.com\/ananyacleetus","name":"Ananya W Cleetus","image":"https:\/\/avatars.githubusercontent.com\/u\/3211276?v=4","affiliation":{"@type":"Organization","name":"Microsoft, Anemone"}},{"@type":"Person","@id":"https:\/\/github.com\/Gelma","name":"Andrea Gelmini","image":"https:\/\/avatars.githubusercontent.com\/u\/356659?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/smandy","name":"Andy Smith","image":"https:\/\/avatars.githubusercontent.com\/u\/342785?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/XVilka","name":"Anton Kochkov","image":"https:\/\/avatars.githubusercontent.com\/u\/203261?v=4","affiliation":{"@type":"Organization","name":"Rizin.Org"}},{"@type":"Person","@id":"https:\/\/github.com\/artempyanykh","name":"Artem Pianykh","image":"https:\/\/avatars.githubusercontent.com\/u\/2338443?v=4","affiliation":{"@type":"Organization","name":"Meta"}},{"@type":"Person","@id":"https:\/\/github.com\/artloder","name":"Arthur Loder","image":"https:\/\/avatars.githubusercontent.com\/u\/2853101?v=4","affiliation":{"@type":"Organization","name":"Comcast"}},{"@type":"Person","@id":"https:\/\/github.com\/dhamaniasad","name":"Asad Dhamani","image":"https:\/\/avatars.githubusercontent.com\/u\/4560482?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/asmacdo","name":"Austin Macdonald","image":"https:\/\/avatars.githubusercontent.com\/u\/1028657?v=4","affiliation":{"@type":"Organization","name":"Dartmouth College"}},{"@type":"Person","@id":"https:\/\/github.com\/bmillemathias","name":"Baptiste Mille-Mathias","image":"https:\/\/avatars.githubusercontent.com\/u\/8579?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/bakotaco","name":"Bas Kok","image":"https:\/\/avatars.githubusercontent.com\/u\/51902?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/bmcorser","name":"B M Corser","image":"https:\/\/avatars.githubusercontent.com\/u\/1449387?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/bentappin","name":"Ben Tappin","image":"https:\/\/avatars.githubusercontent.com\/u\/132201?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-7133-8397","name":"Benjamin Lee","sameAs":"https:\/\/github.com\/Benjamin-Lee","image":"https:\/\/avatars.githubusercontent.com\/u\/13618205?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ChandanChainani","name":"ChandanChainani","image":"https:\/\/avatars.githubusercontent.com\/u\/28807775?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/brabadu","name":"Boryslav Larin","image":"https:\/\/avatars.githubusercontent.com\/u\/177366?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dtrodrigues","name":"Dustin Rodrigues","image":"https:\/\/avatars.githubusercontent.com\/u\/614233?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/elatomo","name":"Jos\u00e9 Fern\u00e1ndez Ramos","image":"https:\/\/avatars.githubusercontent.com\/u\/1366948?v=4","affiliation":{"@type":"Organization","name":"opalcode"}},{"@type":"Person","@id":"https:\/\/github.com\/jbochi","name":"Juarez Bochi","image":"https:\/\/avatars.githubusercontent.com\/u\/292712?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0003-2684-4220","name":"Katie McLaughlin","sameAs":"https:\/\/github.com\/glasnt","image":"https:\/\/avatars.githubusercontent.com\/u\/813732?v=4","affiliation":{"@type":"Organization","name":"GoogleCloudPlatform"}},{"@type":"Person","@id":"https:\/\/github.com\/kazewaze","name":"Kaycee Ingram","image":"https:\/\/avatars.githubusercontent.com\/u\/57104700?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kcolton","name":"Ken Colton","image":"https:\/\/avatars.githubusercontent.com\/u\/390961?v=4","affiliation":{"@type":"Organization","name":"Medal"}},{"@type":"Person","@id":"https:\/\/github.com\/kevgathuku","name":"Kevin Gathuku","image":"https:\/\/avatars.githubusercontent.com\/u\/3721994?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/klen","name":"Kirill Klenov","image":"https:\/\/avatars.githubusercontent.com\/u\/90699?v=4","affiliation":{"@type":"Organization","name":"home"}},{"@type":"Person","@id":"https:\/\/github.com\/ankostis","name":"Kostis Anagnostopoulos","image":"https:\/\/avatars.githubusercontent.com\/u\/501585?v=4","affiliation":{"@type":"Organization","name":"JRC-IET, C3"}},{"@type":"Person","@id":"https:\/\/github.com\/kylerob","name":"Kyle Roberts","image":"https:\/\/avatars.githubusercontent.com\/u\/440237?v=4","affiliation":{"@type":"Organization","name":"Trinity ES"}},{"@type":"Person","@id":"https:\/\/github.com\/lukecaputo","name":"Luke Caputo","image":"https:\/\/avatars.githubusercontent.com\/u\/8983439?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/glasslion","name":"Leo Zhou","image":"https:\/\/avatars.githubusercontent.com\/u\/1089493?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/fedorenchik","name":"Leonid V. Fedorenchik","image":"https:\/\/avatars.githubusercontent.com\/u\/391735?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/lucasalavapena","name":"Lucas Alava Pe\u00f1a","image":"https:\/\/avatars.githubusercontent.com\/u\/17073410?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/durden","name":"Luke Lee","image":"https:\/\/avatars.githubusercontent.com\/u\/58063?v=4","affiliation":{"@type":"Organization","name":"http:\/\/www.lukelee.me"}},{"@type":"Person","@id":"https:\/\/github.com\/myusuf3","name":"Mahdi Yusuf","image":"https:\/\/avatars.githubusercontent.com\/u\/156825?v=4","affiliation":{"@type":"Organization","name":"Apple Inc."}},{"@type":"Person","@id":"https:\/\/github.com\/MalcolmEvershed","name":"MalcolmEvershed","image":"https:\/\/avatars.githubusercontent.com\/u\/1912950?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/rainzoo","name":"Manas","image":"https:\/\/avatars.githubusercontent.com\/u\/589490?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/manojk16","name":"Manoj Kumar","image":"https:\/\/avatars.githubusercontent.com\/u\/19586479?v=4","affiliation":{"@type":"Organization","name":"HARMAN"}},{"@type":"Person","@id":"https:\/\/github.com\/ergo","name":"Marcin Lulek","image":"https:\/\/avatars.githubusercontent.com\/u\/33021?v=4","affiliation":{"@type":"Organization","name":"Webreactor"}},{"@type":"Person","@id":"https:\/\/github.com\/rougeth","name":"Marco Rougeth","image":"https:\/\/avatars.githubusercontent.com\/u\/431892?v=4","affiliation":{"@type":"Organization","name":"OpenAI"}},{"@type":"Person","@id":"https:\/\/github.com\/mario-at-intercom","name":"mario-at-intercom","image":"https:\/\/avatars.githubusercontent.com\/u\/178703968?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mcagl","name":"Mark","image":"https:\/\/avatars.githubusercontent.com\/u\/1709420?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/MarkyV","name":"Mark Veronda","image":"https:\/\/avatars.githubusercontent.com\/u\/2935914?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/MarkusHackspacher","name":"Markus Hackspacher","image":"https:\/\/avatars.githubusercontent.com\/u\/1457863?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/untitaker","name":"Markus Unterwaditzer","image":"https:\/\/avatars.githubusercontent.com\/u\/837573?v=4","affiliation":{"@type":"Organization","name":"getsentry"}},{"@type":"Person","@id":"https:\/\/github.com\/puppe","name":"Martin Puppe","image":"https:\/\/avatars.githubusercontent.com\/u\/1393865?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/evidens","name":"F. Gabriel Gosselin","image":"https:\/\/avatars.githubusercontent.com\/u\/126888?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Pluies","name":"Florent Delannoy","image":"https:\/\/avatars.githubusercontent.com\/u\/344835?v=4","affiliation":{"@type":"Organization","name":"Dune"}},{"@type":"Person","@id":"https:\/\/github.com\/pitalig","name":"Gabriel Pitali","image":"https:\/\/avatars.githubusercontent.com\/u\/7575521?v=4","affiliation":{"@type":"Organization","name":"nubank"}},{"@type":"Person","@id":"https:\/\/github.com\/ghickman","name":"George Hickman","image":"https:\/\/avatars.githubusercontent.com\/u\/31017?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/grdryn","name":"Gerard Ryan","image":"https:\/\/avatars.githubusercontent.com\/u\/442386?v=4","affiliation":{"@type":"Organization","name":"Red Hat"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0001-7892-0366","name":"Gergely Imreh","sameAs":"https:\/\/github.com\/imrehg","image":"https:\/\/avatars.githubusercontent.com\/u\/38863?v=4","affiliation":{"@type":"Organization","name":"facultyai"}},{"@type":"Person","@id":"https:\/\/github.com\/giuliano-macedo","name":"Giuliano Macedo","image":"https:\/\/avatars.githubusercontent.com\/u\/13181797?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/iepathos","name":"Glen Baker","image":"https:\/\/avatars.githubusercontent.com\/u\/2696576?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/lihuang","name":"\u9ec4\u5229","image":"https:\/\/avatars.githubusercontent.com\/u\/3242467?v=4","affiliation":{"@type":"Organization","name":"Taobao, Inc (Alibaba Group)"}},{"@type":"Person","@id":"https:\/\/github.com\/dotgourav","name":"Gourav Chawla(dotgourav)","image":"https:\/\/avatars.githubusercontent.com\/u\/2922351?v=4","affiliation":{"@type":"Organization","name":"Simfoni"}},{"@type":"Person","@id":"https:\/\/github.com\/hkim823","name":"Han Su Kim","image":"https:\/\/avatars.githubusercontent.com\/u\/1074229?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/vharsh","name":"Harsh Vardhan","image":"https:\/\/avatars.githubusercontent.com\/u\/9304050?v=4","affiliation":{"@type":"Organization","name":"thoughtworks"}},{"@type":"Person","@id":"https:\/\/github.com\/mhlakhani","name":"Hasnain Lakhani","image":"https:\/\/avatars.githubusercontent.com\/u\/532026?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/helenst","name":"Helen Sherwood-Taylor","image":"https:\/\/avatars.githubusercontent.com\/u\/217966?v=4","affiliation":{"@type":"Organization","name":"Freelance"}},{"@type":"Person","@id":"https:\/\/github.com\/ujlbu4","name":"Ilya","image":"https:\/\/avatars.githubusercontent.com\/u\/2970869?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/JCristobal","name":"Jos\u00e9 Crist\u00f3bal L\u00f3pez Zafra","image":"https:\/\/avatars.githubusercontent.com\/u\/8878426?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/bryanj4","name":"bryanj4","image":"https:\/\/avatars.githubusercontent.com\/u\/51101275?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jerobado","name":"Jero Bado","image":"https:\/\/avatars.githubusercontent.com\/u\/10357742?v=4","affiliation":{"@type":"Organization","name":"Gerona-Capital"}},{"@type":"Person","@id":"https:\/\/github.com\/jeroendierckx","name":"Jeroen Dierckx","image":"https:\/\/avatars.githubusercontent.com\/u\/206606?v=4","affiliation":{"@type":"Organization","name":"Shore"}},{"@type":"Person","@id":"https:\/\/github.com\/akayj","name":"Jian Yu","image":"https:\/\/avatars.githubusercontent.com\/u\/146218?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ewjoachim","name":"Joachim Jablon","image":"https:\/\/avatars.githubusercontent.com\/u\/1457576?v=4","affiliation":{"@type":"Organization","name":"botify-hq"}},{"@type":"Person","@id":"https:\/\/github.com\/johtso","name":"Johannes","image":"https:\/\/avatars.githubusercontent.com\/u\/830800?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Jonathan-Steinmann","name":"Jon S","image":"https:\/\/avatars.githubusercontent.com\/u\/2926400?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/puentesarrin","name":"Jorge Puente-Sarr\u00edn","image":"https:\/\/avatars.githubusercontent.com\/u\/321499?v=4","affiliation":{"@type":"Organization","name":"RebelMouseTeam"}},{"@type":"Person","@id":"https:\/\/github.com\/j127","name":"Josh","image":"https:\/\/avatars.githubusercontent.com\/u\/96479?v=4"}],"url":"https:\/\/docs.python-guide.org","dateCreated":"2011-03-15T03:24:20+01:00","dateModified":"2026-11-02T07:17:25+01:00","about":[{"@id":"http:\/\/bigdatau.org\/dseo#Python","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/bigdatau.org\/dseo","termCode":"Python","url":"http:\/\/bigdatau.org\/dseo#Python","name":"Python"}]},{"@context":"https:\/\/schema.org","@type":"LearningResource","@id":"https:\/\/github.com\/zhiwehu\/Python-programming-exercises","http:\/\/purl.org\/dc\/terms\/conformsTo":{"@id":"https:\/\/bioschemas.org\/profiles\/TrainingMaterial\/1.0-RELEASE","@type":"CreativeWork"},"description":"100+ Python challenging programming exercises","keywords":"Python","name":"zhiwehu\/Python-programming-exercises","author":[{"@type":"Person","name":"Jeffrey Hu","@id":"https:\/\/github.com\/zhiwehu","email":"zhiwehu@gmail.com","description":"AI builder working on local AI, agents, AI products and open-source experiments. More at getaiti.com.\r\n    \r\n","image":"https:\/\/avatars.githubusercontent.com\/u\/1313947?v=4","url":"https:\/\/getaiti.com","sameAs":["https:\/\/twitter.com\/zhiwehu"],"affiliation":{"@type":"Organization","name":"LCFC"}}],"contributor":[{"@type":"Person","@id":"https:\/\/github.com\/zhiwehu","name":"Jeffrey Hu","image":"https:\/\/avatars.githubusercontent.com\/u\/1313947?v=4","affiliation":{"@type":"Organization","name":"Zhixinfuture"}},{"@type":"Person","@id":"https:\/\/github.com\/xcao21","name":"xcao21","image":"https:\/\/avatars.githubusercontent.com\/u\/25652743?v=4"}],"url":"https:\/\/github.com\/zhiwehu\/Python-programming-exercises","dateCreated":"2012-06-14T07:56:46+02:00","dateModified":"2026-11-02T09:15:06+01:00","about":[{"@id":"http:\/\/bigdatau.org\/dseo#Python","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/bigdatau.org\/dseo","termCode":"Python","url":"http:\/\/bigdatau.org\/dseo#Python","name":"Python"}]},{"@context":"https:\/\/schema.org","@type":"LearningResource","@id":"https:\/\/github.com\/wesm\/pydata-book","http:\/\/purl.org\/dc\/terms\/conformsTo":{"@id":"https:\/\/bioschemas.org\/profiles\/TrainingMaterial\/1.0-RELEASE","@type":"CreativeWork"},"description":"Materials and IPython notebooks for \"Python for Data Analysis\" by Wes McKinney, published by O'Reilly Media","keywords":"Python, Data science","name":"wesm\/pydata-book","author":[{"@type":"Person","name":"Wes McKinney","@id":"https:\/\/github.com\/wesm","description":"Founder @kenn-io.\r\n\r\nCreated pandas, Ibis, Apache Arrow.","image":"https:\/\/avatars.githubusercontent.com\/u\/329591?v=4","url":"https:\/\/wesmckinney.com","sameAs":["https:\/\/twitter.com\/wesmckinn"],"affiliation":{"@type":"Organization","name":"@kenn-io"}}],"contributor":[{"@type":"Person","@id":"https:\/\/github.com\/wesm","name":"Wes McKinney","image":"https:\/\/avatars.githubusercontent.com\/u\/329591?v=4","affiliation":{"@type":"Organization","name":"kenn-io"}},{"@type":"Person","@id":"https:\/\/github.com\/kmather73","name":"Kevin","image":"https:\/\/avatars.githubusercontent.com\/u\/11050032?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/thisizkp","name":"Prasanth Karri","image":"https:\/\/avatars.githubusercontent.com\/u\/4737336?v=4","affiliation":{"@type":"Organization","name":"e6data"}},{"@type":"Person","@id":"https:\/\/github.com\/crwilcox","name":"Christopher Wilcox","image":"https:\/\/avatars.githubusercontent.com\/u\/638797?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/rothwerx","name":"Jeremiah Roth","image":"https:\/\/avatars.githubusercontent.com\/u\/3440184?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mbiesiad","name":"Michal Biesiada","image":"https:\/\/avatars.githubusercontent.com\/u\/18367606?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ColdFire87","name":"Stefan Tertan","image":"https:\/\/avatars.githubusercontent.com\/u\/14059086?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/betatim","name":"Tim Head","image":"https:\/\/avatars.githubusercontent.com\/u\/1448859?v=4","affiliation":{"@type":"Organization","name":"Nvidia"}},{"@type":"Person","@id":"https:\/\/github.com\/y33-j3T","name":"y33-j3T","image":"https:\/\/avatars.githubusercontent.com\/u\/41362792?v=4","affiliation":{"@type":"Organization","name":"two-little-epochs"}}],"url":"https:\/\/github.com\/wesm\/pydata-book","dateCreated":"2012-06-30T18:39:12+02:00","dateModified":"2026-11-02T09:54:57+01:00","about":[{"@id":"http:\/\/bigdatau.org\/dseo#Python","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/bigdatau.org\/dseo","termCode":"Python","url":"http:\/\/bigdatau.org\/dseo#Python","name":"Python"},{"@id":"http:\/\/purl.bioontology.org\/ontology\/MESH\/D000077488","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/purl.bioontology.org\/ontology\/MESH","termCode":"D000077488","url":"http:\/\/purl.bioontology.org\/ontology\/MESH\/D000077488","name":"Data Science"}]},{"@context":"https:\/\/schema.org","@type":"LearningResource","@id":"https:\/\/github.com\/trekhleb\/learn-python","http:\/\/purl.org\/dc\/terms\/conformsTo":{"@id":"https:\/\/bioschemas.org\/profiles\/TrainingMaterial\/1.0-RELEASE","@type":"CreativeWork"},"description":"\ud83d\udcda Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.","keywords":"Python","name":"trekhleb\/learn-python","author":[{"@type":"Person","name":"Oleksii Trekhleb","@id":"https:\/\/github.com\/trekhleb","description":"Senior Software Engineer at @uber","image":"https:\/\/avatars.githubusercontent.com\/u\/3000285?v=4","url":"https:\/\/trekhleb.dev","sameAs":["https:\/\/twitter.com\/trekhleb"],"affiliation":{"@type":"Organization","name":"Uber"}}],"contributor":[{"@type":"Person","@id":"https:\/\/github.com\/trekhleb","name":"Oleksii Trekhleb","image":"https:\/\/avatars.githubusercontent.com\/u\/3000285?v=4","affiliation":{"@type":"Organization","name":"Uber"}},{"@type":"Person","@id":"https:\/\/github.com\/r04922101","name":"Tony Huang","image":"https:\/\/avatars.githubusercontent.com\/u\/14790374?v=4","affiliation":{"@type":"Organization","name":"National Taiwan Univerity"}},{"@type":"Person","@id":"https:\/\/github.com\/vilmacio","name":"Vilmacio M. Silva","image":"https:\/\/avatars.githubusercontent.com\/u\/50785489?v=4","affiliation":{"@type":"Organization","name":"sysnee"}},{"@type":"Person","@id":"https:\/\/github.com\/adamstiefel","name":"Adam Stiefel","image":"https:\/\/avatars.githubusercontent.com\/u\/80831741?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/hfanahita","name":"Anahita","image":"https:\/\/avatars.githubusercontent.com\/u\/42890482?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ClarkChiu","name":"Clark Chiu","image":"https:\/\/avatars.githubusercontent.com\/u\/49561051?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/HTsuyoshi","name":"Henrique Tsuyoshi Yara","image":"https:\/\/avatars.githubusercontent.com\/u\/60109663?v=4","affiliation":{"@type":"Organization","name":"Universidade de S\u00e3o Paulo"}},{"@type":"Person","@id":"https:\/\/github.com\/firebreath1001","name":"Jery James Jacob Arangath","image":"https:\/\/avatars.githubusercontent.com\/u\/31083898?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/JoseDeFreitas","name":"Jose de Freitas","image":"https:\/\/avatars.githubusercontent.com\/u\/37962411?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Shramkoweb","name":"Serhii Shramko","image":"https:\/\/avatars.githubusercontent.com\/u\/42001531?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/TusharShandilya","name":"Tushar Shandilya","image":"https:\/\/avatars.githubusercontent.com\/u\/30300111?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Psimage","name":"Psimage","image":"https:\/\/avatars.githubusercontent.com\/u\/787038?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/digitalduke","name":"George P.","image":"https:\/\/avatars.githubusercontent.com\/u\/36848305?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/imaness","name":"Emmanuel Soriano","image":"https:\/\/avatars.githubusercontent.com\/u\/2757645?v=4"}],"url":"https:\/\/github.com\/trekhleb\/learn-python","dateCreated":"2018-08-29T15:20:05+02:00","dateModified":"2026-11-02T11:53:29+01:00","license":["https:\/\/spdx.org\/licenses\/MIT.html"],"about":[{"@id":"http:\/\/bigdatau.org\/dseo#Python","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/bigdatau.org\/dseo","termCode":"Python","url":"http:\/\/bigdatau.org\/dseo#Python","name":"Python"}]},{"@context":"https:\/\/schema.org","@type":"LearningResource","@id":"https:\/\/github.com\/instillai\/TensorFlow-Course","http:\/\/purl.org\/dc\/terms\/conformsTo":{"@id":"https:\/\/bioschemas.org\/profiles\/TrainingMaterial\/1.0-RELEASE","@type":"CreativeWork"},"description":":satellite: Simple and ready-to-use tutorials for TensorFlow ","keywords":"Machine learning","name":"instillai\/TensorFlow-Course","author":[{"@type":"Organization","name":"Instill AI","@id":"https:\/\/github.com\/instillai","email":"contact@instillai.com","description":"A company offering AI-based solutions to real-world applications.","image":"https:\/\/avatars.githubusercontent.com\/u\/43791934?v=4","url":"https:\/\/instillai.com"}],"contributor":[{"@type":"Person","@id":"https:\/\/github.com\/astorfi","name":"Sina Torfi","image":"https:\/\/avatars.githubusercontent.com\/u\/13461059?v=4","affiliation":{"@type":"Organization","name":"Meta"}},{"@type":"Person","@id":"https:\/\/github.com\/HisashiQ","name":"Quinn H Koike","image":"https:\/\/avatars.githubusercontent.com\/u\/15221950?v=4","affiliation":{"@type":"Organization","name":"inventor-e-ltd"}},{"@type":"Person","@id":"https:\/\/github.com\/brandonmbanks","name":"Brandon Banks","image":"https:\/\/avatars.githubusercontent.com\/u\/10030196?v=4","affiliation":{"@type":"Organization","name":"Openly"}},{"@type":"Person","@id":"https:\/\/github.com\/Joseph516","name":"Joe HUANG","image":"https:\/\/avatars.githubusercontent.com\/u\/39769420?v=4","affiliation":{"@type":"Organization","name":"Central South University"}},{"@type":"Person","@id":"https:\/\/github.com\/MatthewLQM","name":"QiMing LIU","image":"https:\/\/avatars.githubusercontent.com\/u\/28488353?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/RayXie29","name":"Ray","image":"https:\/\/avatars.githubusercontent.com\/u\/24750649?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/avinassh","name":"Avinash Sajjanshetty","image":"https:\/\/avatars.githubusercontent.com\/u\/640792?v=4","affiliation":{"@type":"Organization","name":"tursodatabase"}},{"@type":"Person","@id":"https:\/\/github.com\/brianfinkelstein","name":"brian","image":"https:\/\/avatars.githubusercontent.com\/u\/43733585?v=4","affiliation":{"@type":"Organization","name":"digitalpharmacist"}},{"@type":"Person","@id":"https:\/\/github.com\/GalvinGao","name":"GalvinGao","image":"https:\/\/avatars.githubusercontent.com\/u\/12567059?v=4","affiliation":{"@type":"Organization","name":"Anywhere and Everywhere"}}],"url":"https:\/\/github.com\/instillai\/TensorFlow-Course","dateCreated":"2018-10-02T18:10:12+02:00","dateModified":"2026-10-31T17:26:41+01:00","datePublished":"2019-12-19T17:48:04+01:00","version":"TensorFlow Course","license":["https:\/\/spdx.org\/licenses\/MIT.html"],"about":[{"@id":"http:\/\/edamontology.org\/topic_3474","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/edamontology.org","termCode":"topic_3474","url":"http:\/\/edamontology.org\/topic_3474","name":"Machine learning"}]},{"@context":"https:\/\/schema.org","@type":"LearningResource","@id":"https:\/\/github.com\/Yorko\/mlcourse.ai","http:\/\/purl.org\/dc\/terms\/conformsTo":{"@id":"https:\/\/bioschemas.org\/profiles\/TrainingMaterial\/1.0-RELEASE","@type":"CreativeWork"},"description":"Open Machine Learning Course","keywords":"Machine learning","name":"Yorko\/mlcourse.ai","author":[{"@type":"Person","name":"Yury Kashnitsky","@id":"https:\/\/github.com\/Yorko","description":"Staff GenAI Fields Solution Architect @ Google Cloud, Amsterdam","image":"https:\/\/avatars.githubusercontent.com\/u\/3973673?v=4","url":"https:\/\/yorko.github.io","sameAs":["https:\/\/twitter.com\/ykashnitsky"],"affiliation":{"@type":"Organization","name":"Google Cloud"}}],"contributor":[{"@type":"Person","@id":"https:\/\/github.com\/Yorko","name":"Yury Kashnitsky","image":"https:\/\/avatars.githubusercontent.com\/u\/3973673?v=4","affiliation":{"@type":"Organization","name":"Google Cloud"}},{"@type":"Person","@id":"https:\/\/github.com\/p3rc1va1","name":"Baha Celik","image":"https:\/\/avatars.githubusercontent.com\/u\/89869237?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ShiuanDinq","name":"ShiuanDinq","image":"https:\/\/avatars.githubusercontent.com\/u\/13523117?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/st235","name":"Alex Dadukin","image":"https:\/\/avatars.githubusercontent.com\/u\/14966197?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0009-0007-9519-3317","name":"Asif Zubayer Palak","sameAs":"https:\/\/github.com\/Acesif","image":"https:\/\/avatars.githubusercontent.com\/u\/36653429?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Chrisroj","name":"Chrisroj","image":"https:\/\/avatars.githubusercontent.com\/u\/85656948?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dsvolkov","name":"Dmitry Volkov","image":"https:\/\/avatars.githubusercontent.com\/u\/9874614?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0009-0006-9459-519X","name":"Gianluca Regni","sameAs":"https:\/\/github.com\/gianwski","image":"https:\/\/avatars.githubusercontent.com\/u\/16953352?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/IKolzin","name":"IKolzin","image":"https:\/\/avatars.githubusercontent.com\/u\/16255440?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ManzoorAhmedShaikh","name":"Manzoor Ahmed Shaikh","image":"https:\/\/avatars.githubusercontent.com\/u\/110716002?v=4","affiliation":{"@type":"Organization","name":"Confidential Client"}},{"@type":"Person","@id":"https:\/\/github.com\/suparshukov","name":"Sergey Parshukov","image":"https:\/\/avatars.githubusercontent.com\/u\/33527046?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/sevaseva2001","name":"sevaseva2001","image":"https:\/\/avatars.githubusercontent.com\/u\/29147131?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/sisoy1987","name":"sisoy1987","image":"https:\/\/avatars.githubusercontent.com\/u\/188364963?v=4"}],"url":"https:\/\/mlcourse.ai","dateCreated":"2017-02-27T08:32:20+01:00","dateModified":"2026-11-02T01:24:49+01:00","datePublished":"2022-01-16T00:25:56+01:00","version":"Self-paced mlcourse.ai","about":[{"@id":"http:\/\/edamontology.org\/topic_3474","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/edamontology.org","termCode":"topic_3474","url":"http:\/\/edamontology.org\/topic_3474","name":"Machine learning"}]},{"@context":"https:\/\/schema.org","@type":"LearningResource","@id":"https:\/\/github.com\/lexfridman\/mit-deep-learning","http:\/\/purl.org\/dc\/terms\/conformsTo":{"@id":"https:\/\/bioschemas.org\/profiles\/TrainingMaterial\/1.0-RELEASE","@type":"CreativeWork"},"description":"Tutorials, assignments, and competitions for MIT Deep Learning related courses.","keywords":"Machine learning, Data science","name":"lexfridman\/mit-deep-learning","author":[{"@type":"Person","name":"Lex Fridman","@id":"https:\/\/github.com\/lexfridman","description":"AI researcher working on autonomous vehicles, human-robot interaction, and machine learning at MIT and beyond.","image":"https:\/\/avatars.githubusercontent.com\/u\/536621?v=4","url":"https:\/\/lexfridman.com","sameAs":["https:\/\/twitter.com\/lexfridman"],"affiliation":{"@type":"Organization","name":"MIT"}}],"contributor":[{"@type":"Person","@id":"https:\/\/github.com\/lexfridman","name":"Lex Fridman","image":"https:\/\/avatars.githubusercontent.com\/u\/536621?v=4","affiliation":{"@type":"Organization","name":"MIT"}},{"@type":"Person","@id":"https:\/\/github.com\/ld-ing","name":"Li Ding","image":"https:\/\/avatars.githubusercontent.com\/u\/17507835?v=4","affiliation":{"@type":"Organization","name":"Google DeepMind"}},{"@type":"Person","@id":"https:\/\/github.com\/siddiqaa","name":"Adnan Siddiqui","image":"https:\/\/avatars.githubusercontent.com\/u\/15359637?v=4","affiliation":{"@type":"Organization","name":"SeeAlgo"}},{"@type":"Person","@id":"https:\/\/github.com\/och234","name":"Ochuko A.","image":"https:\/\/avatars.githubusercontent.com\/u\/33729965?v=4"}],"url":"https:\/\/deeplearning.mit.edu","dateCreated":"2017-01-08T00:52:01+01:00","dateModified":"2026-11-02T04:38:48+01:00","license":["https:\/\/spdx.org\/licenses\/MIT.html"],"about":[{"@id":"http:\/\/edamontology.org\/topic_3474","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/edamontology.org","termCode":"topic_3474","url":"http:\/\/edamontology.org\/topic_3474","name":"Machine learning"},{"@id":"http:\/\/purl.bioontology.org\/ontology\/MESH\/D000077488","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/purl.bioontology.org\/ontology\/MESH","termCode":"D000077488","url":"http:\/\/purl.bioontology.org\/ontology\/MESH\/D000077488","name":"Data Science"}]},{"@context":"https:\/\/schema.org","@type":"LearningResource","@id":"https:\/\/github.com\/udlbook\/udlbook","http:\/\/purl.org\/dc\/terms\/conformsTo":{"@id":"https:\/\/bioschemas.org\/profiles\/TrainingMaterial\/1.0-RELEASE","@type":"CreativeWork"},"description":"Understanding Deep Learning - Simon J.D. Prince","keywords":"Artificial intelligence, Python, Machine learning","name":"udlbook\/udlbook","author":[{"@type":"Person","name":"udlbook","@id":"https:\/\/github.com\/udlbook","image":"https:\/\/avatars.githubusercontent.com\/u\/110402648?v=4"}],"contributor":[{"@type":"Person","@id":"https:\/\/github.com\/udlbook","name":"udlbook","image":"https:\/\/avatars.githubusercontent.com\/u\/110402648?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/tomheaton","name":"Tom Heaton","image":"https:\/\/avatars.githubusercontent.com\/u\/50220137?v=4","affiliation":{"@type":"Organization","name":"sparklayer-io"}},{"@type":"Person","@id":"https:\/\/github.com\/pitmonticone","name":"Pietro Monticone","image":"https:\/\/avatars.githubusercontent.com\/u\/38562595?v=4","affiliation":{"@type":"Organization","name":"Harmonic"}},{"@type":"Person","@id":"https:\/\/github.com\/yrahal","name":"Youcef Rahal","image":"https:\/\/avatars.githubusercontent.com\/u\/10063907?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/aleksandrskoselevs","name":"aleksandrskoselevs","image":"https:\/\/avatars.githubusercontent.com\/u\/111278851?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/SwayStar123","name":"SwayStar123","image":"https:\/\/avatars.githubusercontent.com\/u\/46050679?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/qualiaMachine","name":"Christopher Endemann","image":"https:\/\/avatars.githubusercontent.com\/u\/16723054?v=4","affiliation":{"@type":"Organization","name":"UW-Madison-DataScience, @GitBanks, @ai-club-uwmadison"}},{"@type":"Person","@id":"https:\/\/github.com\/muddlebee","name":"Anwesh","image":"https:\/\/avatars.githubusercontent.com\/u\/8139783?v=4","affiliation":{"@type":"Organization","name":"Tinkering"}},{"@type":"Person","@id":"https:\/\/github.com\/krishnams0ni","name":"Krishnam Soni","image":"https:\/\/avatars.githubusercontent.com\/u\/87526030?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jalaneunos","name":"Xavier Goh","image":"https:\/\/avatars.githubusercontent.com\/u\/56075163?v=4","affiliation":{"@type":"Organization","name":"Nanyang Technological University"}},{"@type":"Person","@id":"https:\/\/github.com\/ThePiep","name":"ThePiep","image":"https:\/\/avatars.githubusercontent.com\/u\/17687867?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jhrcek","name":"Jan Hrcek","image":"https:\/\/avatars.githubusercontent.com\/u\/2716069?v=4","affiliation":{"@type":"Organization","name":"Holmusk"}},{"@type":"Person","@id":"https:\/\/github.com\/fxwin","name":"Felix Winterhalter","image":"https:\/\/avatars.githubusercontent.com\/u\/24660355?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/DhruvPatel01","name":"Dhruv Patel","image":"https:\/\/avatars.githubusercontent.com\/u\/6287825?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ani0075saha","name":"Aniruddha Saha","image":"https:\/\/avatars.githubusercontent.com\/u\/9413090?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dillonplunkett","name":"Dillon Plunkett","image":"https:\/\/avatars.githubusercontent.com\/u\/5193326?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/fredhsu","name":"Fred Hsu","image":"https:\/\/avatars.githubusercontent.com\/u\/66304?v=4","affiliation":{"@type":"Organization","name":"Arista Networks"}},{"@type":"Person","@id":"https:\/\/github.com\/IgorRusso","name":"Igor","image":"https:\/\/avatars.githubusercontent.com\/u\/2020995?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0003-0722-3074","name":"Mark Gotham","sameAs":"https:\/\/github.com\/MarkGotham","image":"https:\/\/avatars.githubusercontent.com\/u\/19486660?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ritog","name":"Ritobrata Ghosh","image":"https:\/\/avatars.githubusercontent.com\/u\/58001482?v=4","affiliation":{"@type":"Organization","name":"ritoLAB"}},{"@type":"Person","@id":"https:\/\/github.com\/ferdiekrammer","name":"Ferdinand Krammer","image":"https:\/\/avatars.githubusercontent.com\/u\/91197983?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/forestschao","name":"forestschao","image":"https:\/\/avatars.githubusercontent.com\/u\/16450238?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/tonyjo","name":"Tony Joseph","image":"https:\/\/avatars.githubusercontent.com\/u\/28219614?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ullizen","name":"ullizen","image":"https:\/\/avatars.githubusercontent.com\/u\/17905315?v=4"}],"url":"https:\/\/github.com\/udlbook\/udlbook","dateCreated":"2022-08-01T13:48:44+02:00","dateModified":"2026-11-02T07:27:56+01:00","datePublished":"2026-02-09T20:00:36+01:00","version":"Understanding Deep Learning Chapters 1-21","about":[{"@id":"https:\/\/www.wikidata.org\/wiki\/Q11660","@type":"DefinedTerm","inDefinedTermSet":"https:\/\/www.wikidata.org\/wiki\/","termCode":"Q11660","url":"https:\/\/www.wikidata.org\/wiki\/Q11660","name":"artificial intelligence"},{"@id":"http:\/\/bigdatau.org\/dseo#Python","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/bigdatau.org\/dseo","termCode":"Python","url":"http:\/\/bigdatau.org\/dseo#Python","name":"Python"},{"@id":"http:\/\/edamontology.org\/topic_3474","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/edamontology.org","termCode":"topic_3474","url":"http:\/\/edamontology.org\/topic_3474","name":"Machine learning"}]},{"@context":"https:\/\/schema.org","@type":"LearningResource","@id":"https:\/\/github.com\/cxli233\/FriendsDontLetFriends","http:\/\/purl.org\/dc\/terms\/conformsTo":{"@id":"https:\/\/bioschemas.org\/profiles\/TrainingMaterial\/1.0-RELEASE","@type":"CreativeWork"},"description":"Friends don't let friends make certain types of data visualization - What are they and why are they bad. ","keywords":"Data visualization, R","name":"cxli233\/FriendsDontLetFriends","author":[{"@type":"Person","name":"C. Li","@id":"https:\/\/github.com\/cxli233","description":"R for statistical inference & data visualization for plant molecular biology | \r\nlichen27@msu.edu","image":"https:\/\/avatars.githubusercontent.com\/u\/47674556?v=4","url":"https:\/\/cxli233.github.io\/cxLi_lab\/","sameAs":["https:\/\/twitter.com\/ChenxinLi2"],"affiliation":{"@type":"Organization","name":"Michigan State University"}}],"contributor":[{"@type":"Person","@id":"https:\/\/github.com\/cxli233","name":"C. Li","image":"https:\/\/avatars.githubusercontent.com\/u\/47674556?v=4","affiliation":{"@type":"Organization","name":"Michigan State University"}}],"url":"https:\/\/github.com\/cxli233\/FriendsDontLetFriends","dateCreated":"2022-05-24T18:26:12+02:00","dateModified":"2026-11-02T10:18:07+01:00","datePublished":"2024-12-10T16:24:02+01:00","version":"FriendsDontLetFriends v7","license":["https:\/\/spdx.org\/licenses\/MIT.html"],"about":[{"@id":"http:\/\/edamontology.org\/topic_0092","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/edamontology.org","termCode":"topic_0092","url":"http:\/\/edamontology.org\/topic_0092","name":"Data Visualisation"},{"@id":"http:\/\/bigdatau.org\/dseo#R","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/bigdatau.org\/dseo","termCode":"R","url":"http:\/\/bigdatau.org\/dseo#R","name":"R"}]},{"@context":"https:\/\/schema.org","@type":"LearningResource","@id":"https:\/\/github.com\/bobbyiliev\/introduction-to-bash-scripting","http:\/\/purl.org\/dc\/terms\/conformsTo":{"@id":"https:\/\/bioschemas.org\/profiles\/TrainingMaterial\/1.0-RELEASE","@type":"CreativeWork"},"description":"Free Introduction to Bash Scripting eBook","keywords":"Unix\/Linux","name":"bobbyiliev\/introduction-to-bash-scripting","author":[{"@type":"Person","name":"Bobby Iliev","@id":"https:\/\/github.com\/bobbyiliev","email":"bobby@bobbyiliev.com","description":"DevOps, DevEx, cloud & open source","image":"https:\/\/avatars.githubusercontent.com\/u\/21223421?v=4","url":"https:\/\/bobbyiliev.com","sameAs":["https:\/\/twitter.com\/bobbyiliev_"],"affiliation":{"@type":"Organization","name":"@MaterializeInc"}}],"contributor":[{"@type":"Person","@id":"https:\/\/github.com\/bobbyiliev","name":"Bobby Iliev","image":"https:\/\/avatars.githubusercontent.com\/u\/21223421?v=4","affiliation":{"@type":"Organization","name":"MaterializeInc"}},{"@type":"Person","@id":"https:\/\/github.com\/marcelozarate","name":"Marcelo Z\u00e1rate","image":"https:\/\/avatars.githubusercontent.com\/u\/3013536?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ezerw","name":"Eze Rodriguez","image":"https:\/\/avatars.githubusercontent.com\/u\/943396?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/rgrangeiro","name":"Robson Grangeiro","image":"https:\/\/avatars.githubusercontent.com\/u\/5529832?v=4","affiliation":{"@type":"Organization","name":"Indra"}},{"@type":"Person","@id":"https:\/\/github.com\/shmick","name":"Steve M","image":"https:\/\/avatars.githubusercontent.com\/u\/1855990?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0003-2413-6968","name":"William Aboucaya","sameAs":"https:\/\/github.com\/WilliamAboucaya","image":"https:\/\/avatars.githubusercontent.com\/u\/29019657?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/aemtox","name":"frieden","image":"https:\/\/avatars.githubusercontent.com\/u\/19476549?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Arunabh-gupta","name":"ArunDevs","image":"https:\/\/avatars.githubusercontent.com\/u\/87766488?v=4","affiliation":{"@type":"Organization","name":"FPL Technologies"}},{"@type":"Person","@id":"https:\/\/github.com\/siwar9","name":"Siwar Ayed","image":"https:\/\/avatars.githubusercontent.com\/u\/76560555?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-9265-9069","name":"Terence Eden","sameAs":"https:\/\/github.com\/edent","image":"https:\/\/avatars.githubusercontent.com\/u\/837136?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/GeorgievAlex","name":"Alex Georgiev","image":"https:\/\/avatars.githubusercontent.com\/u\/30594854?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/BlackeyeB","name":"BlackeyeB","image":"https:\/\/avatars.githubusercontent.com\/u\/125767733?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/justijndepover","name":"Justijn Depover","image":"https:\/\/avatars.githubusercontent.com\/u\/9008623?v=4","affiliation":{"@type":"Organization","name":"in2red"}},{"@type":"Person","@id":"https:\/\/github.com\/liigo","name":"Liigo Zhuang","image":"https:\/\/avatars.githubusercontent.com\/u\/346530?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/TimGoldbach","name":"Tmgldbch","image":"https:\/\/avatars.githubusercontent.com\/u\/74297098?v=4","affiliation":{"@type":"Organization","name":"goava"}},{"@type":"Person","@id":"https:\/\/github.com\/grogy","name":"V\u00e1clav Make\u0161","image":"https:\/\/avatars.githubusercontent.com\/u\/1322983?v=4","affiliation":{"@type":"Organization","name":"Contractor + consultant PHP ecosystem."}},{"@type":"Person","@id":"https:\/\/github.com\/bo-iliev","name":"Boyan Iliev","image":"https:\/\/avatars.githubusercontent.com\/u\/71664336?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ek234","name":"mihir","image":"https:\/\/avatars.githubusercontent.com\/u\/71319388?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Badshah1508","name":"Badashah Kumar","image":"https:\/\/avatars.githubusercontent.com\/u\/96272309?v=4","affiliation":{"@type":"Organization","name":"SVNIT"}},{"@type":"Person","@id":"https:\/\/github.com\/brianpinto91","name":"Brian Pinto","image":"https:\/\/avatars.githubusercontent.com\/u\/41571012?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ImKelp","name":"ImKelp","image":"https:\/\/avatars.githubusercontent.com\/u\/64978825?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kubeden","name":"kuberdenis","image":"https:\/\/avatars.githubusercontent.com\/u\/40846846?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Kotbenek","name":"Dominik Pi\u0105tkowski","image":"https:\/\/avatars.githubusercontent.com\/u\/64036903?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/yinjs","name":"Jason Yin","image":"https:\/\/avatars.githubusercontent.com\/u\/9780399?v=4","affiliation":{"@type":"Organization","name":"EF"}},{"@type":"Person","@id":"https:\/\/github.com\/KarmaTashiCat","name":"KarmaTashiCat","image":"https:\/\/avatars.githubusercontent.com\/u\/76797146?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kshitijdwivedi28","name":"Kshitij Dwivedi","image":"https:\/\/avatars.githubusercontent.com\/u\/59132346?v=4","affiliation":{"@type":"Organization","name":"Student"}},{"@type":"Person","@id":"https:\/\/github.com\/rohaanmd","name":"Mohd Rohaan","image":"https:\/\/avatars.githubusercontent.com\/u\/52445015?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Nirzak","name":"Nirjas Jakilim","image":"https:\/\/avatars.githubusercontent.com\/u\/11460645?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Nishika10","name":"Nishika Jaiswal","image":"https:\/\/avatars.githubusercontent.com\/u\/131783076?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/PeterDaveHello","name":"Peter Dave Hello","image":"https:\/\/avatars.githubusercontent.com\/u\/3691490?v=4","affiliation":{"@type":"Organization","name":"DNSCrypt @nodejs @maintainers  @campus-experts  @transmission-remote-gui"}},{"@type":"Person","@id":"https:\/\/github.com\/spekulatius","name":"Peter Thaleikis","image":"https:\/\/avatars.githubusercontent.com\/u\/8433587?v=4","affiliation":{"@type":"Organization","name":"bringyourownideas"}},{"@type":"Person","@id":"https:\/\/github.com\/RDxR10","name":"Risiraj Dey","image":"https:\/\/avatars.githubusercontent.com\/u\/43957261?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/SayanSahu99","name":"Sayan Sahu","image":"https:\/\/avatars.githubusercontent.com\/u\/55456250?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/KILLinefficiency","name":"Shreyas Sable","image":"https:\/\/avatars.githubusercontent.com\/u\/43932047?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/shubham21155102","name":"Shubham","image":"https:\/\/avatars.githubusercontent.com\/u\/98862179?v=4","affiliation":{"@type":"Organization","name":"IIT BHU (VARANASI)"}},{"@type":"Person","@id":"https:\/\/github.com\/SidiBecker","name":"Sidnei Luiz Becker","image":"https:\/\/avatars.githubusercontent.com\/u\/40251890?v=4","affiliation":{"@type":"Organization","name":"Sysmo-Sistemas"}},{"@type":"Person","@id":"https:\/\/github.com\/soniyadotp","name":"Soniya Prasad","image":"https:\/\/avatars.githubusercontent.com\/u\/63783532?v=4","affiliation":{"@type":"Organization","name":"Versa Networks"}},{"@type":"Person","@id":"https:\/\/github.com\/vipul-2003","name":"VIPUL KUMAR SINGH","image":"https:\/\/avatars.githubusercontent.com\/u\/72446442?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/IcHiGo-KuRoSaKiI","name":"Vedansh Kumar","image":"https:\/\/avatars.githubusercontent.com\/u\/61038705?v=4","affiliation":{"@type":"Organization","name":"Freelancer"}},{"@type":"Person","@id":"https:\/\/github.com\/xaviml","name":"Xavi Moreno","image":"https:\/\/avatars.githubusercontent.com\/u\/3974003?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/yankyhoffman","name":"Yanky Hoffman","image":"https:\/\/avatars.githubusercontent.com\/u\/41123800?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/hezhizhen","name":"Zhizhen He","image":"https:\/\/avatars.githubusercontent.com\/u\/7611700?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/awantikaAsthana","name":"awantikaAsthana","image":"https:\/\/avatars.githubusercontent.com\/u\/194815700?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gafstar","name":"gafstar","image":"https:\/\/avatars.githubusercontent.com\/u\/42951228?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/has12zen","name":"has12zen","image":"https:\/\/avatars.githubusercontent.com\/u\/57583693?v=4","affiliation":{"@type":"Organization","name":"browserstack"}},{"@type":"Person","@id":"https:\/\/github.com\/mahalde","name":"mahalde","image":"https:\/\/avatars.githubusercontent.com\/u\/39100405?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mph7","name":"Matheus Philippe","image":"https:\/\/avatars.githubusercontent.com\/u\/85843263?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nknanfeng","name":"nanfeng","image":"https:\/\/avatars.githubusercontent.com\/u\/52900366?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/prathamkankheria","name":"pratham","image":"https:\/\/avatars.githubusercontent.com\/u\/65945242?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/relativvv","name":"Robin Schulte","image":"https:\/\/avatars.githubusercontent.com\/u\/52501124?v=4","affiliation":{"@type":"Organization","name":"shopware"}},{"@type":"Person","@id":"https:\/\/github.com\/fazil-shaik","name":"shaik fazil basha","image":"https:\/\/avatars.githubusercontent.com\/u\/93812181?v=4"}],"url":"https:\/\/leanpub.com\/b\/linux-devops-ebook-bundle","dateCreated":"2020-11-18T19:25:20+01:00","dateModified":"2026-11-02T09:25:04+01:00","datePublished":"2020-11-22T17:18:41+01:00","version":"Introduction to Bash scripting first revision","license":["https:\/\/spdx.org\/licenses\/MIT.html"],"about":[{"@id":"http:\/\/bigdatau.org\/dseo#Unix_Linux","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/bigdatau.org\/dseo","termCode":"Unix_Linux","url":"http:\/\/bigdatau.org\/dseo#Unix_Linux","name":"Unix\/Linux"}]},{"@context":"https:\/\/schema.org","@type":"LearningResource","@id":"https:\/\/github.com\/theicfire\/makefiletutorial","http:\/\/purl.org\/dc\/terms\/conformsTo":{"@id":"https:\/\/bioschemas.org\/profiles\/TrainingMaterial\/1.0-RELEASE","@type":"CreativeWork"},"description":"Learn make by example","keywords":"GNU Make","name":"chaselambda\/makefiletutorial","author":[{"@type":"Person","name":"Chase Lambert","@id":"https:\/\/github.com\/theicfire","description":"My main account is @chaselambda","image":"https:\/\/avatars.githubusercontent.com\/u\/195488474?v=4"}],"contributor":[{"@type":"Person","@id":"https:\/\/github.com\/chaselambda","name":"Chase Lambert","image":"https:\/\/avatars.githubusercontent.com\/u\/442311?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dtgriscom","name":"Daniel Griscom","image":"https:\/\/avatars.githubusercontent.com\/u\/842958?v=4","affiliation":{"@type":"Organization","name":"Suitable Systems"}},{"@type":"Person","@id":"https:\/\/github.com\/linkjumper","name":"linkjumper","image":"https:\/\/avatars.githubusercontent.com\/u\/12625914?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/sedationh","name":"Holden Hu","image":"https:\/\/avatars.githubusercontent.com\/u\/56129212?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/anbj","name":"anbj","image":"https:\/\/avatars.githubusercontent.com\/u\/29237824?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/silopolis","name":"J\u00e9r\u00e9mie Tarot","image":"https:\/\/avatars.githubusercontent.com\/u\/414540?v=4","affiliation":{"@type":"Organization","name":"U-Man"}},{"@type":"Person","@id":"https:\/\/github.com\/isidroas","name":"Isidro","image":"https:\/\/avatars.githubusercontent.com\/u\/10489506?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/shukryzablah","name":"shukryzablah","image":"https:\/\/avatars.githubusercontent.com\/u\/28762146?v=4","affiliation":{"@type":"Organization","name":"RevvADAS"}},{"@type":"Person","@id":"https:\/\/github.com\/nazar01","name":"nazar01","image":"https:\/\/avatars.githubusercontent.com\/u\/2912524?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/musicpiano","name":"music music","image":"https:\/\/avatars.githubusercontent.com\/u\/23341358?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jxu","name":"jxu","image":"https:\/\/avatars.githubusercontent.com\/u\/7989982?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/oc-will-holtam","name":"Will H","image":"https:\/\/avatars.githubusercontent.com\/u\/22566733?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/stefandrzazga","name":"Stefan Drzazga","image":"https:\/\/avatars.githubusercontent.com\/u\/81589119?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/vipranarayan14","name":"Prasanna Venkatesh T S","image":"https:\/\/avatars.githubusercontent.com\/u\/17687018?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/in0x","name":"Philipp Welsch","image":"https:\/\/avatars.githubusercontent.com\/u\/9087077?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nadavc","name":"Nadav Cohen","image":"https:\/\/avatars.githubusercontent.com\/u\/610392?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Chinwendu20","name":"Maureen Ononiwu","image":"https:\/\/avatars.githubusercontent.com\/u\/59079323?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mattpopovich","name":"Matt Popovich","image":"https:\/\/avatars.githubusercontent.com\/u\/16565428?v=4","affiliation":{"@type":"Organization","name":"Redpoint Engineering, LLC"}},{"@type":"Person","@id":"https:\/\/github.com\/Saikuron","name":"Jean de Malliard","image":"https:\/\/avatars.githubusercontent.com\/u\/47556232?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jasper1378","name":"Jasper Young","image":"https:\/\/avatars.githubusercontent.com\/u\/51890815?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Iain-S","name":"Iain Stenson","image":"https:\/\/avatars.githubusercontent.com\/u\/25081046?v=4","affiliation":{"@type":"Organization","name":"alan-turing-institute"}},{"@type":"Person","@id":"https:\/\/github.com\/gllera","name":"Gabriel Llera Garcia","image":"https:\/\/avatars.githubusercontent.com\/u\/498397?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/CastielWong","name":"CastielWong","image":"https:\/\/avatars.githubusercontent.com\/u\/9282502?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/arve0","name":"Arve Seljebu","image":"https:\/\/avatars.githubusercontent.com\/u\/4810521?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ArtyomVorontsov","name":"Artyom Vorontsov","image":"https:\/\/avatars.githubusercontent.com\/u\/70565753?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AntonC9018","name":"Anton Curmanschii","image":"https:\/\/avatars.githubusercontent.com\/u\/39066090?v=4"}],"url":"http:\/\/makefiletutorial.com","dateCreated":"2014-11-18T20:29:55+01:00","dateModified":"2026-11-01T20:30:51+01:00","license":["https:\/\/spdx.org\/licenses\/MIT.html"],"about":[{"@id":"https:\/\/www.wikidata.org\/wiki\/Q7886333","@type":"DefinedTerm","inDefinedTermSet":"https:\/\/www.wikidata.org\/wiki\/","termCode":"Q7886333","url":"https:\/\/www.wikidata.org\/wiki\/Q7886333","name":"GNU Make"}]},{"@context":"https:\/\/schema.org","@type":"LearningResource","@id":"https:\/\/github.com\/hadley\/r4ds","http:\/\/purl.org\/dc\/terms\/conformsTo":{"@id":"https:\/\/bioschemas.org\/profiles\/TrainingMaterial\/1.0-RELEASE","@type":"CreativeWork"},"description":"R for data science: a book","keywords":"R, Data science, Quarto","name":"hadley\/r4ds","author":[{"@type":"Person","name":"Hadley Wickham","@id":"https:\/\/github.com\/hadley","email":"hadley@posit.co","description":"Chief Scientist at @posit-pbc","image":"https:\/\/avatars.githubusercontent.com\/u\/4196?v=4","url":"https:\/\/hadley.nz","affiliation":{"@type":"Organization","name":"@posit-pbc"}}],"contributor":[{"@type":"Person","@id":"https:\/\/github.com\/hadley","name":"Hadley Wickham","image":"https:\/\/avatars.githubusercontent.com\/u\/4196?v=4","affiliation":{"@type":"Organization","name":"posit-pbc"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0001-6452-2420","name":"Mine Cetinkaya-Rundel","sameAs":"https:\/\/github.com\/mine-cetinkaya-rundel","image":"https:\/\/avatars.githubusercontent.com\/u\/5965649?v=4","affiliation":{"@type":"Organization","name":"Duke University, @posit-pbc"}},{"@type":"Person","@id":"https:\/\/github.com\/garrettgman","name":"Garrett Grolemund","image":"https:\/\/avatars.githubusercontent.com\/u\/85014?v=4","affiliation":{"@type":"Organization","name":"RStudio"}},{"@type":"Person","@id":"https:\/\/github.com\/sibusiso16","name":"S'busiso Mkhondwane","image":"https:\/\/avatars.githubusercontent.com\/u\/13338672?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mitsuoxv","name":"Mitsuo Shiota","image":"https:\/\/avatars.githubusercontent.com\/u\/48662507?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/behrman","name":"Bill Behrman","image":"https:\/\/avatars.githubusercontent.com\/u\/15931497?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0003-4409-2229","name":"Metehan G\u00dcNG\u00d6R","sameAs":"https:\/\/github.com\/gungorMetehan","image":"https:\/\/avatars.githubusercontent.com\/u\/102655648?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/zekiakyol","name":"Zeki Akyol","image":"https:\/\/avatars.githubusercontent.com\/u\/40212849?v=4","affiliation":{"@type":"Organization","name":"University of California, Santa Cruz"}},{"@type":"Person","@id":"https:\/\/github.com\/KittJonathan","name":"Jonathan Kitt","image":"https:\/\/avatars.githubusercontent.com\/u\/70012823?v=4","affiliation":{"@type":"Organization","name":"INRAE"}},{"@type":"Person","@id":"https:\/\/github.com\/PursuitOfDataScience","name":"Y. Yu","image":"https:\/\/avatars.githubusercontent.com\/u\/54338793?v=4","affiliation":{"@type":"Organization","name":"University of Chicago"}},{"@type":"Person","@id":"https:\/\/github.com\/petzi53","name":"Peter Baumgartner","image":"https:\/\/avatars.githubusercontent.com\/u\/24394304?v=4","affiliation":{"@type":"Organization","name":"University for Continuing Education Krems"}},{"@type":"Person","@id":"https:\/\/github.com\/duju211","name":"Julian During","image":"https:\/\/avatars.githubusercontent.com\/u\/13487201?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/sonicdoe","name":"Jakob Krigovsky","image":"https:\/\/avatars.githubusercontent.com\/u\/652793?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/radugrosu","name":"Radu Grosu","image":"https:\/\/avatars.githubusercontent.com\/u\/5295071?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/bgreenwell","name":"Brandon Greenwell","image":"https:\/\/avatars.githubusercontent.com\/u\/3777755?v=4","affiliation":{"@type":"Organization","name":"84.51\u00b0 and University of Cincinnati"}},{"@type":"Person","@id":"https:\/\/github.com\/alberto-agudo","name":"Alberto Agudo","image":"https:\/\/avatars.githubusercontent.com\/u\/91462184?v=4","affiliation":{"@type":"Organization","name":"Minsait"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-0927-9795","name":"David","sameAs":"https:\/\/github.com\/davidrsch","image":"https:\/\/avatars.githubusercontent.com\/u\/72680874?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/csgillespie","name":"Colin Gillespie","image":"https:\/\/avatars.githubusercontent.com\/u\/1267747?v=4","affiliation":{"@type":"Organization","name":"Jumping Rivers"}},{"@type":"Person","@id":"https:\/\/github.com\/mbeveridge","name":"Mark Beveridge","image":"https:\/\/avatars.githubusercontent.com\/u\/6003886?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/harrismcgehee","name":"Harris McGehee","image":"https:\/\/avatars.githubusercontent.com\/u\/9814456?v=4","affiliation":{"@type":"Organization","name":"United Network for Organ Sharing"}},{"@type":"Person","@id":"https:\/\/github.com\/csrvermaak","name":"Rademeyer Vermaak","image":"https:\/\/avatars.githubusercontent.com\/u\/6738800?v=4","affiliation":{"@type":"Organization","name":"STANLIB"}},{"@type":"Person","@id":"https:\/\/github.com\/jroberayalas","name":"Jose Roberto Ayala Solares","image":"https:\/\/avatars.githubusercontent.com\/u\/8128586?v=4","affiliation":{"@type":"Organization","name":"Amazon"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-6378-6229","name":"Floris Vanderhaeghe","sameAs":"https:\/\/github.com\/florisvdh","image":"https:\/\/avatars.githubusercontent.com\/u\/19164640?v=4","affiliation":{"@type":"Organization","name":"Research Institute for Nature and Forest @inbo"}},{"@type":"Person","@id":"https:\/\/github.com\/Nowosad","name":"Jakub","image":"https:\/\/avatars.githubusercontent.com\/u\/3457131?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-9928-3703","name":"Stephen Balogun","sameAs":"https:\/\/github.com\/stephenbalogun","image":"https:\/\/avatars.githubusercontent.com\/u\/77954949?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-8566-0619","name":"Yvonne Fr\u00f6hlich","sameAs":"https:\/\/github.com\/yvonnefroehlich","image":"https:\/\/avatars.githubusercontent.com\/u\/94163266?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jjchern","name":"JJ Chen","image":"https:\/\/avatars.githubusercontent.com\/u\/11262574?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0001-5033-8884","name":"Stefan Schreiber","sameAs":"https:\/\/github.com\/mcsnowface","image":"https:\/\/avatars.githubusercontent.com\/u\/119396863?v=4","affiliation":{"@type":"Organization","name":"EnviroStats Solutions"}},{"@type":"Person","@id":"https:\/\/github.com\/batpigandme","name":"Mara Averick","image":"https:\/\/avatars.githubusercontent.com\/u\/831732?v=4","affiliation":{"@type":"Organization","name":"Quansight"}},{"@type":"Person","@id":"https:\/\/github.com\/jennybc","name":"Jennifer (Jenny) Bryan","image":"https:\/\/avatars.githubusercontent.com\/u\/599454?v=4","affiliation":{"@type":"Organization","name":"posit-dev"}},{"@type":"Person","@id":"https:\/\/github.com\/kdpsingh","name":"Karandeep Singh","image":"https:\/\/avatars.githubusercontent.com\/u\/3826233?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/RohanAlexander","name":"Rohan Alexander","image":"https:\/\/avatars.githubusercontent.com\/u\/5662323?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kevinxperese","name":"Kevin Perese","image":"https:\/\/avatars.githubusercontent.com\/u\/17395686?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/davidkane9","name":"David Kane","image":"https:\/\/avatars.githubusercontent.com\/u\/4552851?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/yihui","name":"Yihui Xie","image":"https:\/\/avatars.githubusercontent.com\/u\/163582?v=4","affiliation":{"@type":"Organization","name":"rstudio @SwissRe @Merck"}},{"@type":"Person","@id":"https:\/\/github.com\/seamus-mckinsey","name":"Seamus McKinsey","image":"https:\/\/avatars.githubusercontent.com\/u\/8193548?v=4","affiliation":{"@type":"Organization","name":"color"}},{"@type":"Person","@id":"https:\/\/github.com\/ulyngs","name":"Ulrik Lyngs","image":"https:\/\/avatars.githubusercontent.com\/u\/23137032?v=4","affiliation":{"@type":"Organization","name":"The Reduce Digital Distraction Project"}},{"@type":"Person","@id":"https:\/\/github.com\/tklebel","name":"Thomas Klebel","image":"https:\/\/avatars.githubusercontent.com\/u\/9658522?v=4","affiliation":{"@type":"Organization","name":"University of Graz"}},{"@type":"Person","@id":"https:\/\/github.com\/tteo","name":"Terence","image":"https:\/\/avatars.githubusercontent.com\/u\/1626311?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/stragu","name":"St\u00e9phane Guillou","image":"https:\/\/avatars.githubusercontent.com\/u\/1747497?v=4","affiliation":{"@type":"Organization","name":"The University of Queensland"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-5525-3983","name":"Patrick C. Kennedy","sameAs":"https:\/\/github.com\/pkq","image":"https:\/\/avatars.githubusercontent.com\/u\/6983469?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0001-8759-2018","name":"Michael Grund","sameAs":"https:\/\/github.com\/michaelgrund","image":"https:\/\/avatars.githubusercontent.com\/u\/23025878?v=4","affiliation":{"@type":"Organization","name":"SNP Innovation Lab"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-1938-6471","name":"Mar\u00eda Paula Caldas","sameAs":"https:\/\/github.com\/mpaulacaldas","image":"https:\/\/avatars.githubusercontent.com\/u\/33395215?v=4","affiliation":{"@type":"Organization","name":"OECD"}},{"@type":"Person","@id":"https:\/\/github.com\/jrnold","name":"Jeffrey Arnold","image":"https:\/\/avatars.githubusercontent.com\/u\/123968?v=4","affiliation":{"@type":"Organization","name":"Discord"}},{"@type":"Person","@id":"https:\/\/github.com\/EdwinTh","name":"Edwin Thoen","image":"https:\/\/avatars.githubusercontent.com\/u\/7958036?v=4","affiliation":{"@type":"Organization","name":"Funda"}},{"@type":"Person","@id":"https:\/\/github.com\/bensteinberg","name":"Ben Steinberg","image":"https:\/\/avatars.githubusercontent.com\/u\/3776423?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/sedaghatfar","name":"Matthew Sedaghatfar","image":"https:\/\/avatars.githubusercontent.com\/u\/3936021?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/sciencificity","name":"Vebash Naidoo","image":"https:\/\/avatars.githubusercontent.com\/u\/50318861?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-2890-6635","name":"Ian Sealy","sameAs":"https:\/\/github.com\/iansealy","image":"https:\/\/avatars.githubusercontent.com\/u\/92045?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/yimingli","name":"Yiming Paul Li","image":"https:\/\/avatars.githubusercontent.com\/u\/4153781?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/pabloedug","name":"Pablo E. Garcia","image":"https:\/\/avatars.githubusercontent.com\/u\/8133551?v=4","affiliation":{"@type":"Organization","name":"IIC"}},{"@type":"Person","@id":"https:\/\/github.com\/MatthiasLiew","name":"Matthias Liew","image":"https:\/\/avatars.githubusercontent.com\/u\/92225474?v=4","affiliation":{"@type":"Organization","name":"Lee Kong Chian School of Medicine"}},{"@type":"Person","@id":"https:\/\/github.com\/stevenprimeaux","name":"Steven Primeaux","image":"https:\/\/avatars.githubusercontent.com\/u\/9167108?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-1597-3628","name":"Stephan Koenig","sameAs":"https:\/\/github.com\/stephan-koenig","image":"https:\/\/avatars.githubusercontent.com\/u\/11433347?v=4","affiliation":{"@type":"Organization","name":"The University of British Columbia"}},{"@type":"Person","@id":"https:\/\/github.com\/saghirb","name":"Saghir","image":"https:\/\/avatars.githubusercontent.com\/u\/26441369?v=4","affiliation":{"@type":"Organization","name":"ilustat"}},{"@type":"Person","@id":"https:\/\/github.com\/mdavis-xyz","name":"Matthew Davis","image":"https:\/\/avatars.githubusercontent.com\/u\/7035647?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jonpage","name":"Jon Page","image":"https:\/\/avatars.githubusercontent.com\/u\/1771239?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0001-9962-4849","name":"Ian Lyttle","sameAs":"https:\/\/github.com\/ijlyttle","image":"https:\/\/avatars.githubusercontent.com\/u\/2800934?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Divider85","name":"Qasim Alhammad","image":"https:\/\/avatars.githubusercontent.com\/u\/120429609?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/benherbertson","name":"ben-herbertson","image":"https:\/\/avatars.githubusercontent.com\/u\/32388096?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0001-5679-6536","name":"Robin Lovelace","sameAs":"https:\/\/github.com\/Robinlovelace","image":"https:\/\/avatars.githubusercontent.com\/u\/1825120?v=4","affiliation":{"@type":"Organization","name":"University of Leeds"}},{"@type":"Person","@id":"https:\/\/github.com\/jimhester","name":"Jim Hester","image":"https:\/\/avatars.githubusercontent.com\/u\/205275?v=4","affiliation":{"@type":"Organization","name":"Netflix"}},{"@type":"Person","@id":"https:\/\/github.com\/maurolepore","name":"Mauro Lepore","image":"https:\/\/avatars.githubusercontent.com\/u\/5856545?v=4","affiliation":{"@type":"Organization","name":"https:\/\/getrecast.com\/"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0001-9203-6745","name":"Luong Vuong (Leo)","sameAs":"https:\/\/github.com\/leovuong","image":"https:\/\/avatars.githubusercontent.com\/u\/92429953?v=4","affiliation":{"@type":"Organization","name":"KU Leuven"}},{"@type":"Person","@id":"https:\/\/github.com\/MJMarshall","name":"MJMarshall","image":"https:\/\/avatars.githubusercontent.com\/u\/12998411?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nirmalpatel","name":"Nirmal Patel","image":"https:\/\/avatars.githubusercontent.com\/u\/830400?v=4","affiliation":{"@type":"Organization","name":"Playpower Labs"}},{"@type":"Person","@id":"https:\/\/github.com\/Ranae","name":"Ranae Dietzel","image":"https:\/\/avatars.githubusercontent.com\/u\/10119458?v=4","affiliation":{"@type":"Organization","name":"IowaStateIntegratedCroppingSystems"}},{"@type":"Person","@id":"https:\/\/github.com\/sulgik","name":"Sulgi Kim","image":"https:\/\/avatars.githubusercontent.com\/u\/9050354?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-5613-5006","name":"Will Beasley","sameAs":"https:\/\/github.com\/wibeasley","image":"https:\/\/avatars.githubusercontent.com\/u\/1372890?v=4","affiliation":{"@type":"Organization","name":"University of Oklahoma Health Sciences & Howard Live Oak, LLC"}},{"@type":"Person","@id":"https:\/\/github.com\/yyzeng","name":"Yongyi Zeng","image":"https:\/\/avatars.githubusercontent.com\/u\/5230361?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gabrivera","name":"gabrivera","image":"https:\/\/avatars.githubusercontent.com\/u\/4410510?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/rlzijdeman","name":"Richard Zijdeman","image":"https:\/\/avatars.githubusercontent.com\/u\/3480446?v=4","affiliation":{"@type":"Organization","name":"International Institute of Social History"}},{"@type":"Person","@id":"https:\/\/github.com\/ariespirgel","name":"ariespirgel","image":"https:\/\/avatars.githubusercontent.com\/u\/7612875?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/raffaelemancuso","name":"Raffaele Mancuso","image":"https:\/\/avatars.githubusercontent.com\/u\/54762742?v=4","affiliation":{"@type":"Organization","name":"Universit\u00e0 di Bologna"}},{"@type":"Person","@id":"https:\/\/github.com\/rastrau","name":"Ralph Straumann","image":"https:\/\/avatars.githubusercontent.com\/u\/4510815?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0001-7879-4531","name":"Ben Marwick","sameAs":"https:\/\/github.com\/benmarwick","image":"https:\/\/avatars.githubusercontent.com\/u\/1262179?v=4","affiliation":{"@type":"Organization","name":"University of Washington"}},{"@type":"Person","@id":"https:\/\/github.com\/0solarfox0","name":"0solarfox0","image":"https:\/\/avatars.githubusercontent.com\/u\/22020158?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/cwarden","name":"Christian G. Warden","image":"https:\/\/avatars.githubusercontent.com\/u\/387035?v=4","affiliation":{"@type":"Organization","name":"octoberswimmer"}},{"@type":"Person","@id":"https:\/\/github.com\/Shurakai","name":"Christian Heinrich","image":"https:\/\/avatars.githubusercontent.com\/u\/265444?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/coopermor","name":"Cooper Morris","image":"https:\/\/avatars.githubusercontent.com\/u\/8049699?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dgromer","name":"Daniel Gromer","image":"https:\/\/avatars.githubusercontent.com\/u\/8123265?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dpastoor","name":"Devin Pastoor","image":"https:\/\/avatars.githubusercontent.com\/u\/3196313?v=4","affiliation":{"@type":"Organization","name":"A2-Ai"}},{"@type":"Person","@id":"https:\/\/github.com\/erikerhardt","name":"Erik Erhardt","image":"https:\/\/avatars.githubusercontent.com\/u\/12628470?v=4","affiliation":{"@type":"Organization","name":"University of New Mexico"}},{"@type":"Person","@id":"https:\/\/github.com\/etiennebr","name":"Etienne B. Racine","image":"https:\/\/avatars.githubusercontent.com\/u\/393576?v=4","affiliation":{"@type":"Organization","name":"Intact Lab"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0003-4092-8228","name":"Gustav W Delius","sameAs":"https:\/\/github.com\/gustavdelius","image":"https:\/\/avatars.githubusercontent.com\/u\/1340713?v=4","affiliation":{"@type":"Organization","name":"University of York"}},{"@type":"Person","@id":"https:\/\/github.com\/hao-trivago","name":"Hao Chen","image":"https:\/\/avatars.githubusercontent.com\/u\/26328429?v=4","affiliation":{"@type":"Organization","name":"trivago"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0003-2375-1360","name":"Jeffrey Stevens","sameAs":"https:\/\/github.com\/JeffreyRStevens","image":"https:\/\/avatars.githubusercontent.com\/u\/51374986?v=4","affiliation":{"@type":"Organization","name":"Canine Cognition and Human Interaction Lab, @unl"}},{"@type":"Person","@id":"https:\/\/github.com\/joannejang","name":"Joanne Jang","image":"https:\/\/avatars.githubusercontent.com\/u\/8079586?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jooyoungseo","name":"JooYoung Seo","image":"https:\/\/avatars.githubusercontent.com\/u\/19754711?v=4","affiliation":{"@type":"Organization","name":"University of Illinois at Urbana-Champaign"}},{"@type":"Person","@id":"https:\/\/github.com\/kirillseva","name":"Kirill Sevastyanenko","image":"https:\/\/avatars.githubusercontent.com\/u\/4439480?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0009-0008-6396-0523","name":"Layal Christine Lettry","sameAs":"https:\/\/github.com\/Layalchristine24","image":"https:\/\/avatars.githubusercontent.com\/u\/31202672?v=4","affiliation":{"@type":"Organization","name":"cynkra"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0003-4169-2616","name":"Luke W. Johnston","sameAs":"https:\/\/github.com\/lwjohnst86","image":"https:\/\/avatars.githubusercontent.com\/u\/6662983?v=4","affiliation":{"@type":"Organization","name":"steno-aarhus"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-1416-3412","name":"Kirill M\u00fcller","sameAs":"https:\/\/github.com\/krlmlr","image":"https:\/\/avatars.githubusercontent.com\/u\/1741643?v=4","affiliation":{"@type":"Organization","name":"cynkra"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0003-2634-9879","name":"John Blischak","sameAs":"https:\/\/github.com\/jdblischak","image":"https:\/\/avatars.githubusercontent.com\/u\/1608317?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/katrinleinweber","name":"Katrin Leinweber","image":"https:\/\/avatars.githubusercontent.com\/u\/9948149?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/raynamharris","name":"Rayna M Harris","image":"https:\/\/avatars.githubusercontent.com\/u\/7544197?v=4","affiliation":{"@type":"Organization","name":"University of California, Davis"}},{"@type":"Person","@id":"https:\/\/github.com\/marwahaha","name":"Kunal Marwaha","image":"https:\/\/avatars.githubusercontent.com\/u\/2541209?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jonmcalder","name":"Jon Calder","image":"https:\/\/avatars.githubusercontent.com\/u\/5055818?v=4","affiliation":{"@type":"Organization","name":"Libryo"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0001-6419-907X","name":"Dirk Eddelbuettel","sameAs":"https:\/\/github.com\/eddelbuettel","image":"https:\/\/avatars.githubusercontent.com\/u\/673121?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jacobkap","name":"Jacob Kaplan","image":"https:\/\/avatars.githubusercontent.com\/u\/15526406?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/BinxiePeterson","name":"Bianca Peterson","image":"https:\/\/avatars.githubusercontent.com\/u\/17334907?v=4","affiliation":{"@type":"Organization","name":"Fathom Data"}},{"@type":"Person","@id":"https:\/\/github.com\/djnavarro","name":"Danielle Navarro","image":"https:\/\/avatars.githubusercontent.com\/u\/2896325?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/lindbrook","name":"lindbrook","image":"https:\/\/avatars.githubusercontent.com\/u\/6076793?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/darrkj","name":"Kenny Darrell","image":"https:\/\/avatars.githubusercontent.com\/u\/1254465?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ktang","name":"Kai Tang (\u5510\u607a)","image":"https:\/\/avatars.githubusercontent.com\/u\/928841?v=4","affiliation":{"@type":"Organization","name":"Inari Agriculture, Inc."}},{"@type":"Person","@id":"https:\/\/github.com\/jonthegeek","name":"Jon Harmon","image":"https:\/\/avatars.githubusercontent.com\/u\/33983824?v=4","affiliation":{"@type":"Organization","name":"dslc-io"}},{"@type":"Person","@id":"https:\/\/github.com\/talgalili","name":"Tal Galili","image":"https:\/\/avatars.githubusercontent.com\/u\/976006?v=4","affiliation":{"@type":"Organization","name":"Tel Aviv University"}},{"@type":"Person","@id":"https:\/\/github.com\/tjmahr","name":"TJ Mahr","image":"https:\/\/avatars.githubusercontent.com\/u\/1890315?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jtr13","name":"Joyce Robbins","image":"https:\/\/avatars.githubusercontent.com\/u\/14161912?v=4","affiliation":{"@type":"Organization","name":"Columbia University"}},{"@type":"Person","@id":"https:\/\/github.com\/cwickham","name":"Charlotte Wickham","image":"https:\/\/avatars.githubusercontent.com\/u\/25964?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/GoldbergData","name":"Josh Goldberg","image":"https:\/\/avatars.githubusercontent.com\/u\/26241693?v=4","affiliation":{"@type":"Organization","name":"Amazon"}},{"@type":"Person","@id":"https:\/\/github.com\/sm-raiyyan","name":"SM Raiyyan","image":"https:\/\/avatars.githubusercontent.com\/u\/25745396?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/DOH-RPS1303","name":"Russell Shean","image":"https:\/\/avatars.githubusercontent.com\/u\/119683040?v=4","affiliation":{"@type":"Organization","name":"Washington State Department of Health - Center for Data Science"}},{"@type":"Person","@id":"https:\/\/github.com\/RomeroBarata","name":"Romero Morais","image":"https:\/\/avatars.githubusercontent.com\/u\/3344315?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/RodAli","name":"Rod Mazloomi","image":"https:\/\/avatars.githubusercontent.com\/u\/22282257?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/p0bs","name":"Robin Penfold","image":"https:\/\/avatars.githubusercontent.com\/u\/8048960?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/RobinKohrs","name":"Robin Kohrs","image":"https:\/\/avatars.githubusercontent.com\/u\/48288925?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/rgertenbach","name":"Robin Gertenbach","image":"https:\/\/avatars.githubusercontent.com\/u\/2039370?v=4","affiliation":{"@type":"Organization","name":"google"}},{"@type":"Person","@id":"https:\/\/github.com\/robtenorio","name":"Rob Tenorio","image":"https:\/\/avatars.githubusercontent.com\/u\/18753107?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kew24","name":"kew24","image":"https:\/\/avatars.githubusercontent.com\/u\/56448994?v=4","affiliation":{"@type":"Organization","name":"Van Andel Institute"}},{"@type":"Person","@id":"https:\/\/github.com\/twgardner2","name":"twgardner2","image":"https:\/\/avatars.githubusercontent.com\/u\/26434599?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/rudeboybert","name":"Albert Y. Kim","image":"https:\/\/avatars.githubusercontent.com\/u\/4574203?v=4","affiliation":{"@type":"Organization","name":"SmithCollege-SDS"}},{"@type":"Person","@id":"https:\/\/github.com\/e-linc","name":"e-linc","image":"https:\/\/avatars.githubusercontent.com\/u\/26250149?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0003-1682-3872","name":"Julia Stewart Lowndes","sameAs":"https:\/\/github.com\/jules32","image":"https:\/\/avatars.githubusercontent.com\/u\/5891909?v=4","affiliation":{"@type":"Organization","name":"Openscapes"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-3064-4486","name":"Beatriz Milz","sameAs":"https:\/\/github.com\/beatrizmilz","image":"https:\/\/avatars.githubusercontent.com\/u\/42153618?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gadenbuie","name":"Garrick Aden-Buie","image":"https:\/\/avatars.githubusercontent.com\/u\/5420529?v=4","affiliation":{"@type":"Organization","name":"posit-dev"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-5125-4188","name":"Kara Woo","sameAs":"https:\/\/github.com\/karawoo","image":"https:\/\/avatars.githubusercontent.com\/u\/4452678?v=4","affiliation":{"@type":"Organization","name":"posit-dev"}},{"@type":"Person","@id":"https:\/\/github.com\/angela-li","name":"Angela Li","image":"https:\/\/avatars.githubusercontent.com\/u\/15808896?v=4","affiliation":{"@type":"Organization","name":"Princeton University"}},{"@type":"Person","@id":"https:\/\/github.com\/olivroy","name":"olivroy","image":"https:\/\/avatars.githubusercontent.com\/u\/52606734?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/matanhakim","name":"Matan Hakim","image":"https:\/\/avatars.githubusercontent.com\/u\/111883851?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-0493-6186","name":"Shinya Uryu","sameAs":"https:\/\/github.com\/uribo","image":"https:\/\/avatars.githubusercontent.com\/u\/228649?v=4","affiliation":{"@type":"Organization","name":"Tokushima University (\u5fb3\u5cf6\u5927\u5b66)"}},{"@type":"Person","@id":"https:\/\/github.com\/sfirke","name":"Sam Firke","image":"https:\/\/avatars.githubusercontent.com\/u\/7569808?v=4","affiliation":{"@type":"Organization","name":"City of Ann Arbor"}},{"@type":"Person","@id":"https:\/\/github.com\/thisisnic","name":"Nic Crane","image":"https:\/\/avatars.githubusercontent.com\/u\/13715823?v=4","affiliation":{"@type":"Organization","name":"NC Data Labs"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0003-1460-8722","name":"Nicholas Tierney","sameAs":"https:\/\/github.com\/njtierney","image":"https:\/\/avatars.githubusercontent.com\/u\/6488485?v=4","affiliation":{"@type":"Organization","name":"Freelancer"}},{"@type":"Person","@id":"https:\/\/github.com\/nareal","name":"Nelson Areal","image":"https:\/\/avatars.githubusercontent.com\/u\/693130?v=4","affiliation":{"@type":"Organization","name":"University of Minho"}},{"@type":"Person","@id":"https:\/\/github.com\/yutannihilation","name":"Hiroaki Yutani","image":"https:\/\/avatars.githubusercontent.com\/u\/1978793?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mmhamdy","name":"Mohammed Hamdy","image":"https:\/\/avatars.githubusercontent.com\/u\/62081584?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-2955-2744","name":"Abinash Satapathy","sameAs":"https:\/\/github.com\/Abinashbunty","image":"https:\/\/avatars.githubusercontent.com\/u\/25522048?v=4","affiliation":{"@type":"Organization","name":"peddlerlabs @elavv-codebase @qbloch"}},{"@type":"Person","@id":"https:\/\/github.com\/betulturkoglu","name":"Betul Turkoglu","image":"https:\/\/avatars.githubusercontent.com\/u\/79486373?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mnazarov","name":"Maxim Nazarov","image":"https:\/\/avatars.githubusercontent.com\/u\/2838666?v=4","affiliation":{"@type":"Organization","name":"openanalytics"}},{"@type":"Person","@id":"https:\/\/github.com\/canovasjm","name":"canovasjm","image":"https:\/\/avatars.githubusercontent.com\/u\/19241669?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/DDClark","name":"David Clark","image":"https:\/\/avatars.githubusercontent.com\/u\/1629064?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nischalshrestha","name":"Nischal Shrestha","image":"https:\/\/avatars.githubusercontent.com\/u\/9612286?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Iain-S","name":"Iain Stenson","image":"https:\/\/avatars.githubusercontent.com\/u\/25081046?v=4","affiliation":{"@type":"Organization","name":"alan-turing-institute"}},{"@type":"Person","@id":"https:\/\/github.com\/ShanEllis","name":"Shannon Ellis","image":"https:\/\/avatars.githubusercontent.com\/u\/6606571?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/robinsones","name":"Emily Robinson","image":"https:\/\/avatars.githubusercontent.com\/u\/17410158?v=4","affiliation":{"@type":"Organization","name":"Warby Paker"}},{"@type":"Person","@id":"https:\/\/github.com\/lionel-","name":"Lionel Henry","image":"https:\/\/avatars.githubusercontent.com\/u\/4465050?v=4","affiliation":{"@type":"Organization","name":"posit-dev"}},{"@type":"Person","@id":"https:\/\/github.com\/jeroenjanssens","name":"Jeroen Janssens","image":"https:\/\/avatars.githubusercontent.com\/u\/1368256?v=4","affiliation":{"@type":"Organization","name":"posit-dev"}},{"@type":"Person","@id":"https:\/\/github.com\/adam-gruer","name":"Adam Gruer","image":"https:\/\/avatars.githubusercontent.com\/u\/681265?v=4","affiliation":{"@type":"Organization","name":"EPA Victoria"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-7734-3824","name":"Gleb Ebert","sameAs":"https:\/\/github.com\/gl-eb","image":"https:\/\/avatars.githubusercontent.com\/u\/5892266?v=4","affiliation":{"@type":"Organization","name":"University of Gothenburg"}},{"@type":"Person","@id":"https:\/\/github.com\/fellennert","name":"fellennert","image":"https:\/\/avatars.githubusercontent.com\/u\/45624433?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/rivaquiroga","name":"Riva Quiroga","image":"https:\/\/avatars.githubusercontent.com\/u\/31421616?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/christina-wei","name":"Christina Wei","image":"https:\/\/avatars.githubusercontent.com\/u\/45274683?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/cthierst","name":"Chloe Thierstein","image":"https:\/\/avatars.githubusercontent.com\/u\/123107671?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AlbertRapp","name":"Albert Rapp","image":"https:\/\/avatars.githubusercontent.com\/u\/65388595?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kleintom","name":"Tom Klein","image":"https:\/\/avatars.githubusercontent.com\/u\/632915?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/BarkleyBG","name":"Brian G. Barkley","image":"https:\/\/avatars.githubusercontent.com\/u\/12898994?v=4","affiliation":{"@type":"Organization","name":"Northwestern Mutual"}},{"@type":"Person","@id":"https:\/\/github.com\/kwstat","name":"Kevin Wright","image":"https:\/\/avatars.githubusercontent.com\/u\/484260?v=4","affiliation":{"@type":"Organization","name":"Corteva Agriscience"}},{"@type":"Person","@id":"https:\/\/github.com\/RJHKnight","name":"Richard Knight","image":"https:\/\/avatars.githubusercontent.com\/u\/21224363?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ReeceGoding","name":"Reece Goding","image":"https:\/\/avatars.githubusercontent.com\/u\/67124261?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/sekR4","name":"Sebastian Kwon","image":"https:\/\/avatars.githubusercontent.com\/u\/24536203?v=4","affiliation":{"@type":"Organization","name":"conplement AG"}},{"@type":"Person","@id":"https:\/\/github.com\/StevenMMortimer","name":"Steven M. Mortimer","image":"https:\/\/avatars.githubusercontent.com\/u\/5299737?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/bambooforest","name":"Steven Moran","image":"https:\/\/avatars.githubusercontent.com\/u\/1073582?v=4","affiliation":{"@type":"Organization","name":"University of Neuch\u00e2tel"}},{"@type":"Person","@id":"https:\/\/github.com\/a2800276","name":"Tim Becker","image":"https:\/\/avatars.githubusercontent.com\/u\/35631?v=4","affiliation":{"@type":"Organization","name":"Press Every Key"}},{"@type":"Person","@id":"https:\/\/github.com\/timbroderick","name":"Tim Broderick","image":"https:\/\/avatars.githubusercontent.com\/u\/12282517?v=4","affiliation":{"@type":"Organization","name":"Crains Communications"}},{"@type":"Person","@id":"https:\/\/github.com\/timwaterhouse","name":"Tim Waterhouse","image":"https:\/\/avatars.githubusercontent.com\/u\/19149867?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/tgerarden","name":"Todd Gerarden","image":"https:\/\/avatars.githubusercontent.com\/u\/38533138?v=4","affiliation":{"@type":"Organization","name":"Cornell University"}},{"@type":"Person","@id":"https:\/\/github.com\/jonathanflint","name":"jonathanflint","image":"https:\/\/avatars.githubusercontent.com\/u\/9215864?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/michaelboerman","name":"Michael Boerman","image":"https:\/\/avatars.githubusercontent.com\/u\/61358854?v=4","affiliation":{"@type":"Organization","name":"Federal Reserve Board"}},{"@type":"Person","@id":"https:\/\/github.com\/aviast","name":"Michael Henry","image":"https:\/\/avatars.githubusercontent.com\/u\/3517099?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mkfin7","name":"Misty Knight-Finley","image":"https:\/\/avatars.githubusercontent.com\/u\/63570484?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mustafaascha","name":"Mustafa Ascha","image":"https:\/\/avatars.githubusercontent.com\/u\/14143556?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/NedJWestern","name":"Ned Western","image":"https:\/\/avatars.githubusercontent.com\/u\/25029241?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nickclark1000","name":"Nick Clark","image":"https:\/\/avatars.githubusercontent.com\/u\/4528052?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nstjhp","name":"Nick Pullen","image":"https:\/\/avatars.githubusercontent.com\/u\/5261752?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/landesbergn","name":"Noah Landesberg","image":"https:\/\/avatars.githubusercontent.com\/u\/8619009?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/oliviercailloux","name":"Olivier Cailloux","image":"https:\/\/avatars.githubusercontent.com\/u\/1244880?v=4","affiliation":{"@type":"Organization","name":"Universit\u00e9 Paris-Dauphine"}},{"@type":"Person","@id":"https:\/\/github.com\/BB1464","name":"Oluwafemi OYEDELE","image":"https:\/\/avatars.githubusercontent.com\/u\/76583394?v=4","affiliation":{"@type":"Organization","name":"Research Assistant at International Institute of Tropical Agriculture"}},{"@type":"Person","@id":"https:\/\/github.com\/PashaMS","name":"Pasha","image":"https:\/\/avatars.githubusercontent.com\/u\/53493382?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/padamson","name":"Paul Adamson","image":"https:\/\/avatars.githubusercontent.com\/u\/5460406?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/penelopeysm","name":"Penelope Yong","image":"https:\/\/avatars.githubusercontent.com\/u\/122629585?v=4","affiliation":{"@type":"Organization","name":"alan-turing-institute"}},{"@type":"Person","@id":"https:\/\/github.com\/ganong123","name":"Peter Ganong","image":"https:\/\/avatars.githubusercontent.com\/u\/1772306?v=4","affiliation":{"@type":"Organization","name":"UChicago"}},{"@type":"Person","@id":"https:\/\/github.com\/peterhurford","name":"Peter Wildeford","image":"https:\/\/avatars.githubusercontent.com\/u\/5100840?v=4","affiliation":{"@type":"Organization","name":"rethinkpriorities"}},{"@type":"Person","@id":"https:\/\/github.com\/pooyataher","name":"Pooya Taherkhani","image":"https:\/\/avatars.githubusercontent.com\/u\/13843758?v=4","affiliation":{"@type":"Organization","name":"Into Math and Programming"}},{"@type":"Person","@id":"https:\/\/github.com\/quan-nk","name":"Quan Nguyen","image":"https:\/\/avatars.githubusercontent.com\/u\/122148369?v=4","affiliation":{"@type":"Organization","name":"VinUniversity"}},{"@type":"Person","@id":"https:\/\/github.com\/kucharsky","name":"Rafa\u0142 Kucharski","image":"https:\/\/avatars.githubusercontent.com\/u\/37512210?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/juandering","name":"juandering","image":"https:\/\/avatars.githubusercontent.com\/u\/16480334?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kaetschap","name":"Sonja","image":"https:\/\/avatars.githubusercontent.com\/u\/22469660?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/koalabearski","name":"koalabearski","image":"https:\/\/avatars.githubusercontent.com\/u\/36120793?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0003-2718-7576","name":"McEwen Khundi","sameAs":"https:\/\/github.com\/mcewenkhundi","image":"https:\/\/avatars.githubusercontent.com\/u\/40823168?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nate-d-olson","name":"Nate Olson","image":"https:\/\/avatars.githubusercontent.com\/u\/5040877?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nattalides","name":"nattalides","image":"https:\/\/avatars.githubusercontent.com\/u\/34066833?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nickelas","name":"nickelas","image":"https:\/\/avatars.githubusercontent.com\/u\/17725288?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nateaff","name":"NA","image":"https:\/\/avatars.githubusercontent.com\/u\/4978953?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/olivier6088","name":"olivier6088","image":"https:\/\/avatars.githubusercontent.com\/u\/10126543?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/alonzi","name":"pete","image":"https:\/\/avatars.githubusercontent.com\/u\/7727309?v=4","affiliation":{"@type":"Organization","name":"University of Virginia School of Data Science"}},{"@type":"Person","@id":"https:\/\/github.com\/robertchu03","name":"robertchu03","image":"https:\/\/avatars.githubusercontent.com\/u\/47870119?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/seanpwilliams","name":"seanpwilliams","image":"https:\/\/avatars.githubusercontent.com\/u\/17490097?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/shleeneu","name":"shleeneu","image":"https:\/\/avatars.githubusercontent.com\/u\/57425627?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/shoili","name":"Shoili Pal","image":"https:\/\/avatars.githubusercontent.com\/u\/8914139?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/svenski","name":"Sergiusz Bleja","image":"https:\/\/avatars.githubusercontent.com\/u\/1081507?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/vanderlindenma","name":"Martin Van der Linden","image":"https:\/\/avatars.githubusercontent.com\/u\/2767157?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/werkstattcodes","name":"werkstattcodes","image":"https:\/\/avatars.githubusercontent.com\/u\/9595585?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/yingxingwu","name":"yingxingwu","image":"https:\/\/avatars.githubusercontent.com\/u\/98549544?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/zeal626","name":"zeal626","image":"https:\/\/avatars.githubusercontent.com\/u\/13982711?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/JeldorPKU","name":"\u848b\u96e8\u8499","image":"https:\/\/avatars.githubusercontent.com\/u\/8514953?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/thomasggodfrey","name":"Tom Godfrey","image":"https:\/\/avatars.githubusercontent.com\/u\/47148509?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/tomjamesprior","name":"Tom Prior","image":"https:\/\/avatars.githubusercontent.com\/u\/11546834?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/waltersom","name":"Walter Somerville","image":"https:\/\/avatars.githubusercontent.com\/u\/4156723?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/lodagro","name":"Wouter Overmeire","image":"https:\/\/avatars.githubusercontent.com\/u\/1094464?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/yuyu-aung","name":"Yu Yu Aung","image":"https:\/\/avatars.githubusercontent.com\/u\/3200144?v=4","affiliation":{"@type":"Organization","name":"Humboldt University of Berlin"}},{"@type":"Person","@id":"https:\/\/github.com\/zachbogart","name":"Zach Bogart","image":"https:\/\/avatars.githubusercontent.com\/u\/31786233?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Lextuga007","name":"Zo\u00eb Turner","image":"https:\/\/avatars.githubusercontent.com\/u\/39963221?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/a-rosenberg","name":"a-rosenberg","image":"https:\/\/avatars.githubusercontent.com\/u\/17620374?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/adidoit","name":"Adi Pradhan","image":"https:\/\/avatars.githubusercontent.com\/u\/896437?v=4","affiliation":{"@type":"Organization","name":"socratify"}},{"@type":"Person","@id":"https:\/\/github.com\/aleloi","name":"aleloi","image":"https:\/\/avatars.githubusercontent.com\/u\/16827347?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0009-0004-7677-160X","name":"Andrew M.","sameAs":"https:\/\/github.com\/amacfarland","image":"https:\/\/avatars.githubusercontent.com\/u\/4581468?v=4","affiliation":{"@type":"Organization","name":"University of Colorado Anschutz"}},{"@type":"Person","@id":"https:\/\/github.com\/andyhuynh92","name":"andyhuynh92","image":"https:\/\/avatars.githubusercontent.com\/u\/10468155?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/august-18","name":"august-18","image":"https:\/\/avatars.githubusercontent.com\/u\/39630066?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gridgrad","name":"bahadir cankardes","image":"https:\/\/avatars.githubusercontent.com\/u\/4819665?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/boardtc","name":"boardtc","image":"https:\/\/avatars.githubusercontent.com\/u\/214808?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/djbirke","name":"djbirke","image":"https:\/\/avatars.githubusercontent.com\/u\/21116842?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/funkybluehen","name":"funkybluehen","image":"https:\/\/avatars.githubusercontent.com\/u\/58856334?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/hbeale","name":"hbeale","image":"https:\/\/avatars.githubusercontent.com\/u\/54659?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/hendrikweisser","name":"Hendrik Weisser","image":"https:\/\/avatars.githubusercontent.com\/u\/2251068?v=4","affiliation":{"@type":"Organization","name":"storm-therapeutics"}},{"@type":"Person","@id":"https:\/\/github.com\/jeromecholewa","name":"jeromecholewa","image":"https:\/\/avatars.githubusercontent.com\/u\/11990015?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/johannes4998","name":"johannes4998","image":"https:\/\/avatars.githubusercontent.com\/u\/18395884?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Adrianzo","name":"A. s.","image":"https:\/\/avatars.githubusercontent.com\/u\/9327721?v=4","affiliation":{"@type":"Organization","name":"UBA & CONICET"}},{"@type":"Person","@id":"https:\/\/github.com\/camillevleonard","name":"Camille V Leonard","image":"https:\/\/avatars.githubusercontent.com\/u\/32983543?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/cedricbatailler","name":"Cedric Batailler","image":"https:\/\/avatars.githubusercontent.com\/u\/13061584?v=4","affiliation":{"@type":"Organization","name":"Univ. Grenoble Alpes"}},{"@type":"Person","@id":"https:\/\/github.com\/ctsa","name":"Chris Saunders","image":"https:\/\/avatars.githubusercontent.com\/u\/1349103?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/c-hoh","name":"Christian","image":"https:\/\/avatars.githubusercontent.com\/u\/63231654?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/chrmongeau","name":"Christian Mongeau","image":"https:\/\/avatars.githubusercontent.com\/u\/10231857?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ynsec37","name":"Enki Wang","image":"https:\/\/avatars.githubusercontent.com\/u\/98389771?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/tappek","name":"Kevin Tappe","image":"https:\/\/avatars.githubusercontent.com\/u\/77916431?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0009-0000-8570-3474","name":"Jordan Bradford","sameAs":"https:\/\/github.com\/jrdnbradford","image":"https:\/\/avatars.githubusercontent.com\/u\/36420801?v=4","affiliation":{"@type":"Organization","name":"Boston College"}},{"@type":"Person","@id":"https:\/\/github.com\/curtisalexander","name":"Curtis Alexander","image":"https:\/\/avatars.githubusercontent.com\/u\/6118829?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/DSGeoff","name":"DSGeoff","image":"https:\/\/avatars.githubusercontent.com\/u\/28769934?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/daniel-stafford","name":"Daniel Stafford","image":"https:\/\/avatars.githubusercontent.com\/u\/33048490?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-9138-4112","name":"David Laehnemann","sameAs":"https:\/\/github.com\/dlaehnemann","image":"https:\/\/avatars.githubusercontent.com\/u\/1379875?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/davidrubinger","name":"David Rubinger","image":"https:\/\/avatars.githubusercontent.com\/u\/10774992?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/derwinmcgeary","name":"Derwin McGeary","image":"https:\/\/avatars.githubusercontent.com\/u\/4771086?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dthakkar09","name":"Devarshi Thakkar","image":"https:\/\/avatars.githubusercontent.com\/u\/112989502?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0001-5602-6232","name":"Dr. Ryan McShane","sameAs":"https:\/\/github.com\/math-mcshane","image":"https:\/\/avatars.githubusercontent.com\/u\/48807452?v=4","affiliation":{"@type":"Organization","name":"The University of Chicago"}},{"@type":"Person","@id":"https:\/\/github.com\/dylancashman","name":"Dylan Cashman","image":"https:\/\/avatars.githubusercontent.com\/u\/1182068?v=4","affiliation":{"@type":"Organization","name":"Novartis"}},{"@type":"Person","@id":"https:\/\/github.com\/ercan7","name":"Ercan Karadas","image":"https:\/\/avatars.githubusercontent.com\/u\/60277541?v=4","affiliation":{"@type":"Organization","name":"Union College"}},{"@type":"Person","@id":"https:\/\/github.com\/EricKit","name":"Eric Kitaif","image":"https:\/\/avatars.githubusercontent.com\/u\/4143477?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-1211-0229","name":"Eric Watt","sameAs":"https:\/\/github.com\/ericwatt","image":"https:\/\/avatars.githubusercontent.com\/u\/7646415?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/evjrob","name":"Everett Robinson","image":"https:\/\/avatars.githubusercontent.com\/u\/1704637?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/fileds","name":"Filip Edstr\u00f6m","image":"https:\/\/avatars.githubusercontent.com\/u\/37552926?v=4","affiliation":{"@type":"Organization","name":"Ume\u00e5 University"}},{"@type":"Person","@id":"https:\/\/github.com\/curious-abhinav","name":"Abhinav Singh","image":"https:\/\/avatars.githubusercontent.com\/u\/5773964?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/aephidayatuloh","name":"Aep Hidyatuloh","image":"https:\/\/avatars.githubusercontent.com\/u\/11643631?v=4","affiliation":{"@type":"Organization","name":"StarCore Analytics (PT Exorty Indonesia)"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0003-2225-088X","name":"Ahmed El-Gabbas","sameAs":"https:\/\/github.com\/elgabbas","image":"https:\/\/avatars.githubusercontent.com\/u\/7375051?v=4","affiliation":{"@type":"Organization","name":"Helmholtz Centre for Environmental Research (UFZ)"}},{"@type":"Person","@id":"https:\/\/github.com\/ajay-d","name":"Ajay Deonarine","image":"https:\/\/avatars.githubusercontent.com\/u\/13050792?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AlanFeder","name":"Alan Feder","image":"https:\/\/avatars.githubusercontent.com\/u\/7494694?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Taurenamo","name":"Alec Fisher","image":"https:\/\/avatars.githubusercontent.com\/u\/28985132?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ALShum","name":"Alex","image":"https:\/\/avatars.githubusercontent.com\/u\/3359240?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-6658-514X","name":"Alex Reinhart","sameAs":"https:\/\/github.com\/capnrefsmmat","image":"https:\/\/avatars.githubusercontent.com\/u\/711629?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-9424-7439","name":"Andrea Gilardi","sameAs":"https:\/\/github.com\/agila5","image":"https:\/\/avatars.githubusercontent.com\/u\/22221146?v=4","affiliation":{"@type":"Organization","name":"University of Milano - Bicocca"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-5692-5294","name":"Andrea Scalia","sameAs":"https:\/\/github.com\/ndrscalia","image":"https:\/\/avatars.githubusercontent.com\/u\/189343531?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/andland","name":"Andrew Landgraf","image":"https:\/\/avatars.githubusercontent.com\/u\/3355438?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/azzaea","name":"Azza Ahmed","image":"https:\/\/avatars.githubusercontent.com\/u\/11329665?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/bentyeh","name":"Benjamin Yeh","image":"https:\/\/avatars.githubusercontent.com\/u\/8296169?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/BirgerNi","name":"Birger Niklas","image":"https:\/\/avatars.githubusercontent.com\/u\/21315429?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/bbrewington","name":"Brent Brewington","image":"https:\/\/avatars.githubusercontent.com\/u\/10573749?v=4","affiliation":{"@type":"Organization","name":"Aimpoint Digital"}},{"@type":"Person","@id":"https:\/\/github.com\/caddycarine","name":"Caddy","image":"https:\/\/avatars.githubusercontent.com\/u\/7005763?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/flemmingmiguel","name":"Flemming Miguel","image":"https:\/\/avatars.githubusercontent.com\/u\/18400624?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jpetuchovas","name":"Justinas Petuchovas","image":"https:\/\/avatars.githubusercontent.com\/u\/13067318?v=4","affiliation":{"@type":"Organization","name":"wix"}},{"@type":"Person","@id":"https:\/\/github.com\/JustinianOfByzantium","name":"JustinianOfByzantium","image":"https:\/\/avatars.githubusercontent.com\/u\/42084036?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/MarckK","name":"Kara de la Marck","image":"https:\/\/avatars.githubusercontent.com\/u\/15032115?v=4","affiliation":{"@type":"Organization","name":"Microsoft"}},{"@type":"Person","@id":"https:\/\/github.com\/kferris10","name":"Kevin Ferris","image":"https:\/\/avatars.githubusercontent.com\/u\/6612411?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/aquarhead","name":"LOU Xun","image":"https:\/\/avatars.githubusercontent.com\/u\/222272?v=4","affiliation":{"@type":"Organization","name":"PLAIO"}},{"@type":"Person","@id":"https:\/\/github.com\/lawwu","name":"Lawrence Wu","image":"https:\/\/avatars.githubusercontent.com\/u\/9869041?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0003-4518-4328","name":"Leonardo R. Jorge","sameAs":"https:\/\/github.com\/leorjorge","image":"https:\/\/avatars.githubusercontent.com\/u\/9614302?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/seasmith","name":"Luke Smith","image":"https:\/\/avatars.githubusercontent.com\/u\/16291809?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0009-0001-9922-5992","name":"Mackenzie Haight","sameAs":"https:\/\/github.com\/mghaight","image":"https:\/\/avatars.githubusercontent.com\/u\/11401202?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mfherman","name":"Matt Herman","image":"https:\/\/avatars.githubusercontent.com\/u\/24945757?v=4","affiliation":{"@type":"Organization","name":"The Council of State Governments Justice Center"}},{"@type":"Person","@id":"https:\/\/github.com\/MattWittbrodt","name":"Matt Wittbrodt","image":"https:\/\/avatars.githubusercontent.com\/u\/13288081?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mjhendrickson","name":"Matthew Hendrickson","image":"https:\/\/avatars.githubusercontent.com\/u\/28969821?v=4","affiliation":{"@type":"Organization","name":"Boston Scientific"}},{"@type":"Person","@id":"https:\/\/github.com\/MattTheCuber","name":"Matthew Vine","image":"https:\/\/avatars.githubusercontent.com\/u\/32849887?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/granieri","name":"Max Ranieri","image":"https:\/\/avatars.githubusercontent.com\/u\/10098893?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/GeroVanMi","name":"G\u00e9r\u00f4me Meyer","image":"https:\/\/avatars.githubusercontent.com\/u\/39983753?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-0587-9355","name":"Gregory Jefferis","sameAs":"https:\/\/github.com\/jefferis","image":"https:\/\/avatars.githubusercontent.com\/u\/23763?v=4","affiliation":{"@type":"Organization","name":"MRC Laboratory of Molecular Biology"}},{"@type":"Person","@id":"https:\/\/github.com\/hengnicai","name":"Hengni Cai","image":"https:\/\/avatars.githubusercontent.com\/u\/22061209?v=4","affiliation":{"@type":"Organization","name":"TIM Group"}},{"@type":"Person","@id":"https:\/\/github.com\/salmasian","name":"Hojjat Salmasian","image":"https:\/\/avatars.githubusercontent.com\/u\/12461547?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ivan-krukov","name":"Ivan Krukov","image":"https:\/\/avatars.githubusercontent.com\/u\/1881263?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jkolacz","name":"Jacek Kolacz","image":"https:\/\/avatars.githubusercontent.com\/u\/40837662?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/RIngyao","name":"Jajo","image":"https:\/\/avatars.githubusercontent.com\/u\/61380814?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jazzlw","name":"Jazz Weisman","image":"https:\/\/avatars.githubusercontent.com\/u\/20934382?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jenren","name":"Jen Ren","image":"https:\/\/avatars.githubusercontent.com\/u\/5131960?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jdstorey","name":"John D. Storey","image":"https:\/\/avatars.githubusercontent.com\/u\/6211610?v=4","affiliation":{"@type":"Organization","name":"Princeton University: @StoreyLab"}},{"@type":"Person","@id":"https:\/\/github.com\/johnsears","name":"John Sears","image":"https:\/\/avatars.githubusercontent.com\/u\/3932482?v=4","affiliation":{"@type":"Organization","name":"KeepTruckin"}},{"@type":"Person","@id":"https:\/\/github.com\/sauercrowd","name":"Jonas Otten","image":"https:\/\/avatars.githubusercontent.com\/u\/4764029?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/JonathanNankivell","name":"JonathanNankivell","image":"https:\/\/avatars.githubusercontent.com\/u\/77177602?v=4"}],"url":"https:\/\/r4ds.hadley.nz","dateCreated":"2015-07-27T21:52:44+02:00","dateModified":"2026-11-02T07:47:47+01:00","datePublished":"2021-02-04T21:07:45+01:00","version":"First edition","about":[{"@id":"http:\/\/bigdatau.org\/dseo#R","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/bigdatau.org\/dseo","termCode":"R","url":"http:\/\/bigdatau.org\/dseo#R","name":"R"},{"@id":"http:\/\/purl.bioontology.org\/ontology\/MESH\/D000077488","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/purl.bioontology.org\/ontology\/MESH","termCode":"D000077488","url":"http:\/\/purl.bioontology.org\/ontology\/MESH\/D000077488","name":"Data Science"}]},{"@context":"https:\/\/schema.org","@type":"LearningResource","@id":"https:\/\/github.com\/gregmalcolm\/python_koans","http:\/\/purl.org\/dc\/terms\/conformsTo":{"@id":"https:\/\/bioschemas.org\/profiles\/TrainingMaterial\/1.0-RELEASE","@type":"CreativeWork"},"description":"Python Koans - Learn Python through TDD","keywords":"Python","name":"gregmalcolm\/python_koans","author":[{"@type":"Person","name":"Greg Malcolm","@id":"https:\/\/github.com\/gregmalcolm","email":"greg@gregmalcolm.com","image":"https:\/\/avatars.githubusercontent.com\/u\/64433?v=4","url":"https:\/\/gregmalcolm.com"}],"contributor":[{"@type":"Person","@id":"https:\/\/github.com\/gregmalcolm","name":"Greg Malcolm","image":"https:\/\/avatars.githubusercontent.com\/u\/64433?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/brootware","name":"Oaker Min","image":"https:\/\/avatars.githubusercontent.com\/u\/7734956?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kjc","name":"Kevin J. Chase","image":"https:\/\/avatars.githubusercontent.com\/u\/1192216?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/flopezluis","name":"F\u00e9lix L\u00f3pez","image":"https:\/\/avatars.githubusercontent.com\/u\/463135?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/johnistan","name":"John Dennison","image":"https:\/\/avatars.githubusercontent.com\/u\/800669?v=4","affiliation":{"@type":"Organization","name":"Apple"}},{"@type":"Person","@id":"https:\/\/github.com\/mpirnat","name":"Mike Pirnat","image":"https:\/\/avatars.githubusercontent.com\/u\/396822?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/icmurray","name":"icmurray","image":"https:\/\/avatars.githubusercontent.com\/u\/280463?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jimmy878787","name":"jimmy878787","image":"https:\/\/avatars.githubusercontent.com\/u\/68321354?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dominiqueplante","name":"Dominique Plante","image":"https:\/\/avatars.githubusercontent.com\/u\/314236?v=4","affiliation":{"@type":"Organization","name":"McKesson \/ RelayHealth"}},{"@type":"Person","@id":"https:\/\/github.com\/mikelietz","name":"mikelietz","image":"https:\/\/avatars.githubusercontent.com\/u\/641732?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/viprs","name":"AndyRen","image":"https:\/\/avatars.githubusercontent.com\/u\/1129746?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/santosh","name":"Santosh Kumar","image":"https:\/\/avatars.githubusercontent.com\/u\/1515991?v=4","affiliation":{"@type":"Organization","name":"NuNet"}},{"@type":"Person","@id":"https:\/\/github.com\/cliftonmcintosh","name":"Clifton McIntosh","image":"https:\/\/avatars.githubusercontent.com\/u\/3824492?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Ryan1729","name":"Ryan Wiedemann","image":"https:\/\/avatars.githubusercontent.com\/u\/2133026?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/brainwane","name":"Sumana Harihareswara","image":"https:\/\/avatars.githubusercontent.com\/u\/842790?v=4","affiliation":{"@type":"Organization","name":"Changeset Consulting"}},{"@type":"Person","@id":"https:\/\/github.com\/endenis","name":"endenis","image":"https:\/\/avatars.githubusercontent.com\/u\/1074181?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/adityagupta679","name":"Aditya Gupta","image":"https:\/\/avatars.githubusercontent.com\/u\/9129069?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/tracybporter","name":"Tracy B. Porter","image":"https:\/\/avatars.githubusercontent.com\/u\/5454600?v=4","affiliation":{"@type":"Organization","name":"Painted Harmony Group, Inc."}},{"@type":"Person","@id":"https:\/\/github.com\/thibaudcolas","name":"Thibaud Colas","image":"https:\/\/avatars.githubusercontent.com\/u\/877585?v=4","affiliation":{"@type":"Organization","name":"torchbox"}},{"@type":"Person","@id":"https:\/\/github.com\/skiggety","name":"Scott Longley","image":"https:\/\/avatars.githubusercontent.com\/u\/1969548?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/NewEvolution","name":"Ryan Tanay","image":"https:\/\/avatars.githubusercontent.com\/u\/591490?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Matt-Deacalion","name":"Matt","image":"https:\/\/avatars.githubusercontent.com\/u\/1128480?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/noloman","name":"Manuel Lorenzo","image":"https:\/\/avatars.githubusercontent.com\/u\/183264?v=4","affiliation":{"@type":"Organization","name":"JaJa Finance"}},{"@type":"Person","@id":"https:\/\/github.com\/kissgyorgy","name":"Gy\u00f6rgy Kiss","image":"https:\/\/avatars.githubusercontent.com\/u\/244203?v=4","affiliation":{"@type":"Organization","name":"onekey-sec"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0001-5715-8632","name":"Hugo van Kemenade","sameAs":"https:\/\/github.com\/hugovk","image":"https:\/\/avatars.githubusercontent.com\/u\/1324225?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/karptonite","name":"Daniel Karp","image":"https:\/\/avatars.githubusercontent.com\/u\/132278?v=4","affiliation":{"@type":"Organization","name":"BoardGameGeek, LLC"}},{"@type":"Person","@id":"https:\/\/github.com\/ciceropablo","name":"C\u00edcero Santos","image":"https:\/\/avatars.githubusercontent.com\/u\/174275?v=4","affiliation":{"@type":"Organization","name":"acesso-io"}},{"@type":"Person","@id":"https:\/\/github.com\/ChuntaoLu","name":"skiptomylu","image":"https:\/\/avatars.githubusercontent.com\/u\/5065819?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ab7","name":"Alex Baker","image":"https:\/\/avatars.githubusercontent.com\/u\/3516595?v=4","affiliation":{"@type":"Organization","name":"Finite State"}},{"@type":"Person","@id":"https:\/\/github.com\/akshaydandekar","name":"Akshay","image":"https:\/\/avatars.githubusercontent.com\/u\/2155170?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/chuaaron","name":"Aaron Zhu","image":"https:\/\/avatars.githubusercontent.com\/u\/1646587?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ycflame","name":"Bob","image":"https:\/\/avatars.githubusercontent.com\/u\/1195815?v=4","affiliation":{"@type":"Organization","name":"Indeed @indeedeng"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0009-0002-2811-1741","name":"Wellington Moraes","sameAs":"https:\/\/github.com\/mswell","image":"https:\/\/avatars.githubusercontent.com\/u\/2567185?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mgpb","name":"Steve Bedford","image":"https:\/\/avatars.githubusercontent.com\/u\/19598?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/StaNov","name":"Standa Nov\u00e1k","image":"https:\/\/avatars.githubusercontent.com\/u\/4697446?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/shishirmk","name":"Shishir Kakaraddi","image":"https:\/\/avatars.githubusercontent.com\/u\/604135?v=4","affiliation":{"@type":"Organization","name":"Netflix Inc"}},{"@type":"Person","@id":"https:\/\/github.com\/arksega","name":"Sergio Gutierrez Alvarez","image":"https:\/\/avatars.githubusercontent.com\/u\/345195?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ryanbraganza","name":"Ryan Braganza","image":"https:\/\/avatars.githubusercontent.com\/u\/290242?v=4","affiliation":{"@type":"Organization","name":"atlassian"}},{"@type":"Person","@id":"https:\/\/github.com\/rprouse","name":"Rob Prouse","image":"https:\/\/avatars.githubusercontent.com\/u\/493828?v=4","affiliation":{"@type":"Organization","name":"Valsoft"}},{"@type":"Person","@id":"https:\/\/github.com\/rjo1970","name":"Robert Osborne","image":"https:\/\/avatars.githubusercontent.com\/u\/21384?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/abheyogy-lgtm","name":"abheyogy-lgtm","image":"https:\/\/avatars.githubusercontent.com\/u\/279962247?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ndhoule","name":"Nathan Houle","image":"https:\/\/avatars.githubusercontent.com\/u\/1863990?v=4","affiliation":{"@type":"Organization","name":"netlify"}},{"@type":"Person","@id":"https:\/\/github.com\/100cube","name":"100^3","image":"https:\/\/avatars.githubusercontent.com\/u\/44786337?v=4","affiliation":{"@type":"Organization","name":"wegentech"}},{"@type":"Person","@id":"https:\/\/github.com\/Ymbirtt","name":"Ymbirtt","image":"https:\/\/avatars.githubusercontent.com\/u\/1297752?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Ady1998","name":"Ady Lim","image":"https:\/\/avatars.githubusercontent.com\/u\/40451758?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/orzrd","name":"orzrd","image":"https:\/\/avatars.githubusercontent.com\/u\/3315086?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/xgongluo","name":"xgongluo","image":"https:\/\/avatars.githubusercontent.com\/u\/8775240?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gilmrjc","name":"Gildardo Adrian Maravilla Jacome","image":"https:\/\/avatars.githubusercontent.com\/u\/13374704?v=4","affiliation":{"@type":"Organization","name":"Marsbot"}},{"@type":"Person","@id":"https:\/\/github.com\/gotyaoi","name":"gotyaoi","image":"https:\/\/avatars.githubusercontent.com\/u\/2141918?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/hebbertja","name":"hebbertja","image":"https:\/\/avatars.githubusercontent.com\/u\/3537768?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kolapsys","name":"kolapsys","image":"https:\/\/avatars.githubusercontent.com\/u\/6619042?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/ronbo","name":"ronbo","image":"https:\/\/avatars.githubusercontent.com\/u\/79748?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/souravjee","name":"souravjee","image":"https:\/\/avatars.githubusercontent.com\/u\/1060067?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Thomas-Klemm","name":"Thomas Klemm","image":"https:\/\/avatars.githubusercontent.com\/u\/155978573?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/alexvy86","name":"Alex Villarreal","image":"https:\/\/avatars.githubusercontent.com\/u\/716334?v=4","affiliation":{"@type":"Organization","name":"microsoft"}},{"@type":"Person","@id":"https:\/\/github.com\/akesling","name":"Alex Kesling","image":"https:\/\/avatars.githubusercontent.com\/u\/101064?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/andersondias","name":"Anderson Dias","image":"https:\/\/avatars.githubusercontent.com\/u\/26751?v=4","affiliation":{"@type":"Organization","name":"Shopify"}},{"@type":"Person","@id":"https:\/\/github.com\/velociraptors","name":"Barbie","image":"https:\/\/avatars.githubusercontent.com\/u\/126456?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/bennuttall","name":"Ben Nuttall","image":"https:\/\/avatars.githubusercontent.com\/u\/1609725?v=4","affiliation":{"@type":"Organization","name":"bbc"}},{"@type":"Person","@id":"https:\/\/github.com\/boyan","name":"boyan","image":"https:\/\/avatars.githubusercontent.com\/u\/17047?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/chongkim","name":"Chong Kim","image":"https:\/\/avatars.githubusercontent.com\/u\/177187?v=4","affiliation":{"@type":"Organization","name":"Undercover Tourist"}},{"@type":"Person","@id":"https:\/\/github.com\/trptcolin","name":"Colin Jones","image":"https:\/\/avatars.githubusercontent.com\/u\/15069?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/danwchan","name":"Danny","image":"https:\/\/avatars.githubusercontent.com\/u\/4524425?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/nofatclips","name":"DeK","image":"https:\/\/avatars.githubusercontent.com\/u\/2937819?v=4","affiliation":{"@type":"Organization","name":"No Fat Clips!!!"}},{"@type":"Person","@id":"https:\/\/github.com\/dhilipsiva","name":"dhilipsiva","image":"https:\/\/avatars.githubusercontent.com\/u\/502170?v=4","affiliation":{"@type":"Organization","name":"NuFlights"}},{"@type":"Person","@id":"https:\/\/github.com\/fredcadete","name":"fredcadete","image":"https:\/\/avatars.githubusercontent.com\/u\/4472151?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/LuRsT","name":"Gil Gon\u00e7alves","image":"https:\/\/avatars.githubusercontent.com\/u\/263583?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/haomingz","name":"haomingz","image":"https:\/\/avatars.githubusercontent.com\/u\/922691?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/soejima","name":"Henrique Soejima","image":"https:\/\/avatars.githubusercontent.com\/u\/229635?v=4","affiliation":{"@type":"Organization","name":"Epistema"}},{"@type":"Person","@id":"https:\/\/github.com\/jtatum","name":"James Tatum","image":"https:\/\/avatars.githubusercontent.com\/u\/340001?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jhamon","name":"Jennifer Hamon","image":"https:\/\/avatars.githubusercontent.com\/u\/1326365?v=4","affiliation":{"@type":"Organization","name":"pinecone-io"}},{"@type":"Person","@id":"https:\/\/github.com\/JimmyRobbins","name":"JimmyRobbins","image":"https:\/\/avatars.githubusercontent.com\/u\/16625773?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/knservis","name":"Konstantinos Servis","image":"https:\/\/avatars.githubusercontent.com\/u\/2175283?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kmwhite","name":"Kristofer M White","image":"https:\/\/avatars.githubusercontent.com\/u\/253563?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mechanical-snail","name":"Mechanical snail","image":"https:\/\/avatars.githubusercontent.com\/u\/1093862?v=4","affiliation":{"@type":"Organization","name":"King of 1-character pull requests"}},{"@type":"Person","@id":"https:\/\/github.com\/gmunkhbaatarmn","name":"Munkhbaatar","image":"https:\/\/avatars.githubusercontent.com\/u\/67686?v=4"}],"url":"https:\/\/github.com\/gregmalcolm\/python_koans","dateCreated":"2010-03-01T17:04:31+01:00","dateModified":"2026-11-02T08:20:55+01:00","license":["https:\/\/spdx.org\/licenses\/MIT.html"],"about":[{"@id":"http:\/\/bigdatau.org\/dseo#Python","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/bigdatau.org\/dseo","termCode":"Python","url":"http:\/\/bigdatau.org\/dseo#Python","name":"Python"}]},{"@context":"https:\/\/schema.org","@type":"LearningResource","@id":"https:\/\/github.com\/AllenDowney\/ThinkStats2","http:\/\/purl.org\/dc\/terms\/conformsTo":{"@id":"https:\/\/bioschemas.org\/profiles\/TrainingMaterial\/1.0-RELEASE","@type":"CreativeWork"},"description":"Text and supporting code for Think Stats, 2nd Edition","keywords":"Statistics, Python","name":"AllenDowney\/ThinkStats2","author":[{"@type":"Person","name":"Allen Downey","@id":"https:\/\/github.com\/AllenDowney","email":"downey@allendowney.com","description":"Principal Data Scientist at PyMC Labs,\r\nprofessor emeritus at Olin College, author of Think Python, Think Bayes, Think Stats, Probably Overthinking It.","image":"https:\/\/avatars.githubusercontent.com\/u\/1882093?v=4","url":"http:\/\/allendowney.com","sameAs":["https:\/\/twitter.com\/allendowney"],"affiliation":{"@type":"Organization","name":"PyMC Labs"}}],"contributor":[{"@type":"Person","@id":"https:\/\/github.com\/AllenDowney","name":"Allen Downey","image":"https:\/\/avatars.githubusercontent.com\/u\/1882093?v=4","affiliation":{"@type":"Organization","name":"PyMC Labs"}},{"@type":"Person","@id":"https:\/\/github.com\/mo0nmokey","name":"mo0nmokey","image":"https:\/\/avatars.githubusercontent.com\/u\/108732714?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/steven-chau","name":"Steven Chau","image":"https:\/\/avatars.githubusercontent.com\/u\/16594679?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gbremer","name":"Grant Bremer","image":"https:\/\/avatars.githubusercontent.com\/u\/43244?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/westurner","name":"Wes Turner","image":"https:\/\/avatars.githubusercontent.com\/u\/50891?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/IlIllII","name":"IlIllII","image":"https:\/\/avatars.githubusercontent.com\/u\/78166995?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/MrSampson","name":"Oliver Sampson","image":"https:\/\/avatars.githubusercontent.com\/u\/5189893?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/robin-norwood","name":"Robin Norwood","image":"https:\/\/avatars.githubusercontent.com\/u\/416849?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0009-0001-9265-7792","name":"Nir Soffer","sameAs":"https:\/\/github.com\/nirs","image":"https:\/\/avatars.githubusercontent.com\/u\/395026?v=4","affiliation":{"@type":"Organization","name":"IBM"}},{"@type":"Person","@id":"https:\/\/github.com\/felgru","name":"Felix Gruber","image":"https:\/\/avatars.githubusercontent.com\/u\/402089?v=4","affiliation":{"@type":"Organization","name":"Thermo Fisher Scientific"}},{"@type":"Person","@id":"https:\/\/github.com\/fsimkovic","name":"Felix Simkovic","image":"https:\/\/avatars.githubusercontent.com\/u\/6966675?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/imbolc","name":"Imbolc","image":"https:\/\/avatars.githubusercontent.com\/u\/747996?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jnk22","name":"Jannik Sch\u00e4fer","image":"https:\/\/avatars.githubusercontent.com\/u\/24391401?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0003-4704-1064","name":"Kevin Middleton","sameAs":"https:\/\/github.com\/kmiddleton","image":"https:\/\/avatars.githubusercontent.com\/u\/68180?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Laga","name":"Laga","image":"https:\/\/avatars.githubusercontent.com\/u\/11977819?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/punchagan","name":"Puneeth Chaganti","image":"https:\/\/avatars.githubusercontent.com\/u\/315678?v=4","affiliation":{"@type":"Organization","name":"tarides"}},{"@type":"Person","@id":"https:\/\/github.com\/raghothams","name":"Raghotham Sripadraj","image":"https:\/\/avatars.githubusercontent.com\/u\/1147540?v=4","affiliation":{"@type":"Organization","name":"unnati-xyz"}},{"@type":"Person","@id":"https:\/\/github.com\/bgrant","name":"bgrant","image":"https:\/\/avatars.githubusercontent.com\/u\/624123?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0001-8183-213X","name":"Wen-Wei Liao","sameAs":"https:\/\/github.com\/wwliao","image":"https:\/\/avatars.githubusercontent.com\/u\/926905?v=4","affiliation":{"@type":"Organization","name":"hall-lab"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-2001-5758","name":"Will Beason","sameAs":"https:\/\/github.com\/willbeason","image":"https:\/\/avatars.githubusercontent.com\/u\/4982707?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/yongduek","name":"\uc11c\uc6a9\ub355 Yongduek Seo","image":"https:\/\/avatars.githubusercontent.com\/u\/4055480?v=4","affiliation":{"@type":"Organization","name":"www.sogang.ac.kr"}},{"@type":"Person","@id":"https:\/\/github.com\/djoume","name":"Djoume Salvetti","image":"https:\/\/avatars.githubusercontent.com\/u\/34644?v=4","affiliation":{"@type":"Organization","name":"FATA.school"}},{"@type":"Person","@id":"https:\/\/github.com\/DevinShanahan","name":"Devin Shanahan","image":"https:\/\/avatars.githubusercontent.com\/u\/17952172?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dnouri","name":"Daniel Nouri","image":"https:\/\/avatars.githubusercontent.com\/u\/56370?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dlorch","name":"Daniel Lorch","image":"https:\/\/avatars.githubusercontent.com\/u\/43927?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/dahmian","name":"Dahmian Owen","image":"https:\/\/avatars.githubusercontent.com\/u\/437216?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/debnath-d","name":"D Debnath","image":"https:\/\/avatars.githubusercontent.com\/u\/16205994?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/claytoncook12","name":"Clayton Cook","image":"https:\/\/avatars.githubusercontent.com\/u\/16350843?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/charleswhchan","name":"Charles Chan","image":"https:\/\/avatars.githubusercontent.com\/u\/679475?v=4","affiliation":{"@type":"Organization","name":"dwavesystems"}},{"@type":"Person","@id":"https:\/\/github.com\/burmecia","name":"Bo Lu","image":"https:\/\/avatars.githubusercontent.com\/u\/19306324?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/abhayana24","name":"Ashish Bhayana","image":"https:\/\/avatars.githubusercontent.com\/u\/7872601?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AnasGhrab","name":"Anas","image":"https:\/\/avatars.githubusercontent.com\/u\/2726240?v=4","affiliation":{"@type":"Organization","name":"CMAM - ISMS"}},{"@type":"Person","@id":"https:\/\/github.com\/733amir","name":"Amir Khazaie","image":"https:\/\/avatars.githubusercontent.com\/u\/8651598?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/gomezgoiri","name":"Aitor G\u00f3mez-Goiri","image":"https:\/\/avatars.githubusercontent.com\/u\/1846049?v=4","affiliation":{"@type":"Organization","name":"Tecnalia"}}],"url":"https:\/\/allendowney.github.io\/ThinkStats2\/","dateCreated":"2014-05-08T17:09:56+02:00","dateModified":"2026-10-30T05:45:33+01:00","datePublished":"2026-10-10T18:18:46+02:00","version":"Think Stats 2e, version 2.2.1","license":["https:\/\/spdx.org\/licenses\/GPL-3.0-only.html"],"about":[{"@id":"http:\/\/edamontology.org\/topic_2269","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/edamontology.org","termCode":"topic_2269","url":"http:\/\/edamontology.org\/topic_2269","name":"Statistics and probability"},{"@id":"http:\/\/bigdatau.org\/dseo#Python","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/bigdatau.org\/dseo","termCode":"Python","url":"http:\/\/bigdatau.org\/dseo#Python","name":"Python"}]},{"@context":"https:\/\/schema.org","@type":"LearningResource","@id":"https:\/\/github.com\/rmcelreath\/stat_rethinking_2022","http:\/\/purl.org\/dc\/terms\/conformsTo":{"@id":"https:\/\/bioschemas.org\/profiles\/TrainingMaterial\/1.0-RELEASE","@type":"CreativeWork"},"description":"Statistical Rethinking course winter 2022","keywords":"Statistics","name":"rmcelreath\/stat_rethinking_2022","author":[{"@type":"Person","name":"Richard McElreath","@id":"https:\/\/github.com\/rmcelreath","image":"https:\/\/avatars.githubusercontent.com\/u\/3230381?v=4","url":"http:\/\/xcelab.net\/rm","affiliation":{"@type":"Organization","name":"Max Planck Institute for Evolutionary Anthropology"}}],"contributor":[{"@type":"Person","@id":"https:\/\/github.com\/rmcelreath","name":"Richard McElreath","image":"https:\/\/avatars.githubusercontent.com\/u\/3230381?v=4","affiliation":{"@type":"Organization","name":"Max Planck Institute for Evolutionary Anthropology"}}],"url":"https:\/\/github.com\/rmcelreath\/stat_rethinking_2022","dateCreated":"2021-10-08T12:24:05+02:00","dateModified":"2026-10-30T18:19:55+01:00","about":[{"@id":"http:\/\/edamontology.org\/topic_2269","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/edamontology.org","termCode":"topic_2269","url":"http:\/\/edamontology.org\/topic_2269","name":"Statistics and probability"}]},{"@context":"https:\/\/schema.org","@type":"LearningResource","@id":"https:\/\/github.com\/joaoventura\/full-speed-python","http:\/\/purl.org\/dc\/terms\/conformsTo":{"@id":"https:\/\/bioschemas.org\/profiles\/TrainingMaterial\/1.0-RELEASE","@type":"CreativeWork"},"description":"Full Speed Python: a book for self-learners","keywords":"Python","name":"joaoventura\/full-speed-python","author":[{"@type":"Person","name":"Jo\u00e3o Ventura","@id":"https:\/\/github.com\/joaoventura","image":"https:\/\/avatars.githubusercontent.com\/u\/1718359?v=4","url":"https:\/\/joaoventura.net"}],"contributor":[{"@type":"Person","@id":"https:\/\/github.com\/joaoventura","name":"Jo\u00e3o Ventura","image":"https:\/\/avatars.githubusercontent.com\/u\/1718359?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/pprudhvi","name":"pprudhvi","image":"https:\/\/avatars.githubusercontent.com\/u\/30983614?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/filipefilardi","name":"Filipe Filardi","image":"https:\/\/avatars.githubusercontent.com\/u\/7308241?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/Freddixx","name":"Friedrich Politz","image":"https:\/\/avatars.githubusercontent.com\/u\/1607909?v=4","affiliation":{"@type":"Organization","name":"goeuro | Erfinderdeck"}},{"@type":"Person","@id":"https:\/\/github.com\/bluszcz","name":"Rafa\u0142 Zawadzki","image":"https:\/\/avatars.githubusercontent.com\/u\/221943?v=4","affiliation":{"@type":"Organization","name":"Deer Dream Pictures"}},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0001-7085-4173","name":"Dieter Vansteenwegen","sameAs":"https:\/\/github.com\/dietervansteenwegen","image":"https:\/\/avatars.githubusercontent.com\/u\/46349482?v=4","affiliation":{"@type":"Organization","name":"Boxfish"}},{"@type":"Person","@id":"https:\/\/github.com\/jsk","name":"Jozef Sevcik","image":"https:\/\/avatars.githubusercontent.com\/u\/91052?v=4","affiliation":{"@type":"Organization","name":"Senseloom.com"}},{"@type":"Person","@id":"https:\/\/github.com\/mdbraber","name":"Maarten den Braber","image":"https:\/\/avatars.githubusercontent.com\/u\/1781890?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/rrooding","name":"Ralph Rooding","image":"https:\/\/avatars.githubusercontent.com\/u\/6006?v=4","affiliation":{"@type":"Organization","name":"nobleo"}},{"@type":"Person","@id":"https:\/\/github.com\/rosswd","name":"rosswd","image":"https:\/\/avatars.githubusercontent.com\/u\/5504477?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/b4d","name":"Deni (s55db)","image":"https:\/\/avatars.githubusercontent.com\/u\/1495293?v=4"}],"url":"https:\/\/github.com\/joaoventura\/full-speed-python","dateCreated":"2018-03-19T18:13:26+01:00","dateModified":"2026-11-02T05:59:43+01:00","datePublished":"2018-06-20T19:19:57+02:00","about":[{"@id":"http:\/\/bigdatau.org\/dseo#Python","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/bigdatau.org\/dseo","termCode":"Python","url":"http:\/\/bigdatau.org\/dseo#Python","name":"Python"}]},{"@context":"https:\/\/schema.org","@type":"LearningResource","@id":"https:\/\/github.com\/jakevdp\/WhirlwindTourOfPython","http:\/\/purl.org\/dc\/terms\/conformsTo":{"@id":"https:\/\/bioschemas.org\/profiles\/TrainingMaterial\/1.0-RELEASE","@type":"CreativeWork"},"description":"The Jupyter Notebooks behind my OReilly report, \"A Whirlwind Tour of Python\"","keywords":"Python","name":"jakevdp\/WhirlwindTourOfPython","author":[{"@type":"Person","name":"Jake Vanderplas","@id":"https:\/\/github.com\/jakevdp","description":"Python ML & Data Science","image":"https:\/\/avatars.githubusercontent.com\/u\/781659?v=4","url":"http:\/\/www.vanderplas.com","sameAs":["https:\/\/twitter.com\/jakevdp"],"affiliation":{"@type":"Organization","name":"Google"}}],"contributor":[{"@type":"Person","@id":"https:\/\/github.com\/jakevdp","name":"Jake Vanderplas","image":"https:\/\/avatars.githubusercontent.com\/u\/781659?v=4","affiliation":{"@type":"Organization","name":"Google"}},{"@type":"Person","@id":"https:\/\/github.com\/Bonifacio2","name":"Bonifacio de Oliveira","image":"https:\/\/avatars.githubusercontent.com\/u\/852540?v=4","affiliation":{"@type":"Organization","name":"Thoughtworks"}},{"@type":"Person","@id":"https:\/\/github.com\/cdeil","name":"Christoph Deil","image":"https:\/\/avatars.githubusercontent.com\/u\/852409?v=4","affiliation":{"@type":"Organization","name":"HeidelbergCement"}},{"@type":"Person","@id":"https:\/\/github.com\/morenoh149","name":"Harry Moreno","image":"https:\/\/avatars.githubusercontent.com\/u\/587438?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/michael-baker-content","name":"Michael Baker","image":"https:\/\/avatars.githubusercontent.com\/u\/11700587?v=4"}],"url":"https:\/\/github.com\/jakevdp\/WhirlwindTourOfPython","dateCreated":"2016-07-27T14:39:44+02:00","dateModified":"2026-11-01T13:24:46+01:00","license":["https:\/\/spdx.org\/licenses\/CC0-1.0.html"],"about":[{"@id":"http:\/\/bigdatau.org\/dseo#Python","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/bigdatau.org\/dseo","termCode":"Python","url":"http:\/\/bigdatau.org\/dseo#Python","name":"Python"}]},{"@context":"https:\/\/schema.org","@type":"LearningResource","@id":"https:\/\/github.com\/jeroenjanssens\/data-science-at-the-command-line","http:\/\/purl.org\/dc\/terms\/conformsTo":{"@id":"https:\/\/bioschemas.org\/profiles\/TrainingMaterial\/1.0-RELEASE","@type":"CreativeWork"},"description":"Data Science at the Command Line","keywords":"Unix\/Linux","name":"jeroenjanssens\/data-science-at-the-command-line","author":[{"@type":"Person","name":"Jeroen Janssens","@id":"https:\/\/github.com\/jeroenjanssens","description":"Head of DevRel at Posit. Author of Python Polars: The Definitive Guide & Data Science at the Command Line","image":"https:\/\/avatars.githubusercontent.com\/u\/1368256?v=4","url":"https:\/\/jeroenjanssens.com","affiliation":{"@type":"Organization","name":"@posit-dev "}}],"contributor":[{"@type":"Person","@id":"https:\/\/github.com\/jeroenjanssens","name":"Jeroen Janssens","image":"https:\/\/avatars.githubusercontent.com\/u\/1368256?v=4","affiliation":{"@type":"Organization","name":"posit-dev"}},{"@type":"Person","@id":"https:\/\/github.com\/richpauloo","name":"Rich Pauloo","image":"https:\/\/avatars.githubusercontent.com\/u\/10336683?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/mpettis","name":"Matt Pettis","image":"https:\/\/avatars.githubusercontent.com\/u\/3605793?v=4","affiliation":{"@type":"Organization","name":"Personal"}},{"@type":"Person","@id":"https:\/\/github.com\/aborruso","name":"Andrea Borruso","image":"https:\/\/avatars.githubusercontent.com\/u\/30607?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/xakon","name":"Christos Kontas","image":"https:\/\/avatars.githubusercontent.com\/u\/961619?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/tonyfischetti","name":"Tony Fischetti","image":"https:\/\/avatars.githubusercontent.com\/u\/1426723?v=4","affiliation":{"@type":"Organization","name":"The New York Public Library"}},{"@type":"Person","@id":"https:\/\/github.com\/anfedorov","name":"Andrey Fedorov","image":"https:\/\/avatars.githubusercontent.com\/u\/9820?v=4","affiliation":{"@type":"Organization","name":"snowflakedb"}},{"@type":"Person","@id":"https:\/\/github.com\/gnukev","name":"gnukev","image":"https:\/\/avatars.githubusercontent.com\/u\/13054740?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/andrewsanchez","name":"Andrew Sanchez","image":"https:\/\/avatars.githubusercontent.com\/u\/11708906?v=4","affiliation":{"@type":"Organization","name":"AnkiHub"}},{"@type":"Person","@id":"https:\/\/github.com\/gkampolis","name":"George Kampolis","image":"https:\/\/avatars.githubusercontent.com\/u\/6932775?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/adamchainz","name":"Adam Johnson","image":"https:\/\/avatars.githubusercontent.com\/u\/857609?v=4","affiliation":{"@type":"Organization","name":"django, @djangolondon"}},{"@type":"Person","@id":"https:\/\/github.com\/AlexanderYastrebov","name":"Alexander Yastrebov","image":"https:\/\/avatars.githubusercontent.com\/u\/697976?v=4","affiliation":{"@type":"Organization","name":"DataDog"}},{"@type":"Person","@id":"https:\/\/github.com\/Ebedthan","name":"Anicet Ebou","image":"https:\/\/avatars.githubusercontent.com\/u\/17315349?v=4","affiliation":{"@type":"Organization","name":"Institut National Polytechnique F\u00e9lix Houphou\u00ebt-Boigny"}},{"@type":"Person","@id":"https:\/\/github.com\/revg","name":"revg","image":"https:\/\/avatars.githubusercontent.com\/u\/737940?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/lissahyacinth","name":"Lissa Hyacinth","image":"https:\/\/avatars.githubusercontent.com\/u\/19927939?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/AzulGarza","name":"azul","image":"https:\/\/avatars.githubusercontent.com\/u\/10517170?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/cherouvim","name":"Ioannis Cherouvim","image":"https:\/\/avatars.githubusercontent.com\/u\/743305?v=4"},{"@type":"Person","@id":"https:\/\/orcid.org\/0000-0002-3723-5722","name":"Max Schelker","sameAs":"https:\/\/github.com\/leshaker","image":"https:\/\/avatars.githubusercontent.com\/u\/5312098?v=4","affiliation":{"@type":"Organization","name":"Nostos Genomics GmbH @nostosgenomics"}},{"@type":"Person","@id":"https:\/\/github.com\/npztest","name":"npztest","image":"https:\/\/avatars.githubusercontent.com\/u\/16898645?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/petersaalbrink","name":"Peter Saalbrink","image":"https:\/\/avatars.githubusercontent.com\/u\/33287082?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/fphilipe","name":"Philipe Fatio","image":"https:\/\/avatars.githubusercontent.com\/u\/128151?v=4","affiliation":{"@type":"Organization","name":"livemapai"}},{"@type":"Person","@id":"https:\/\/github.com\/royseto","name":"Roy Seto","image":"https:\/\/avatars.githubusercontent.com\/u\/543049?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/spo-tn","name":"spo-tn","image":"https:\/\/avatars.githubusercontent.com\/u\/2531493?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/lukereding","name":"luke reding","image":"https:\/\/avatars.githubusercontent.com\/u\/11504400?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/zach14c","name":"z0z0","image":"https:\/\/avatars.githubusercontent.com\/u\/4789373?v=4"}],"url":"https:\/\/datascienceatthecommandline.com","dateCreated":"2013-09-16T15:42:19+02:00","dateModified":"2026-10-30T09:21:16+01:00","datePublished":"2020-07-07T09:06:47+02:00","version":"First Edition","about":[{"@id":"http:\/\/bigdatau.org\/dseo#Unix_Linux","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/bigdatau.org\/dseo","termCode":"Unix_Linux","url":"http:\/\/bigdatau.org\/dseo#Unix_Linux","name":"Unix\/Linux"}]},{"@context":"https:\/\/schema.org","@type":"LearningResource","@id":"https:\/\/github.com\/rasbt\/python_reference","http:\/\/purl.org\/dc\/terms\/conformsTo":{"@id":"https:\/\/bioschemas.org\/profiles\/TrainingMaterial\/1.0-RELEASE","@type":"CreativeWork"},"description":"Useful functions, tutorials, and other Python-related things","keywords":"Python","name":"rasbt\/python_reference","author":[{"@type":"Person","name":"Sebastian Raschka","@id":"https:\/\/github.com\/rasbt","description":"AI Research Engineer working on LLMs.","image":"https:\/\/avatars.githubusercontent.com\/u\/5618407?v=4","url":"https:\/\/sebastianraschka.com","sameAs":["https:\/\/twitter.com\/rasbt"]}],"contributor":[{"@type":"Person","@id":"https:\/\/github.com\/rasbt","name":"Sebastian Raschka","image":"https:\/\/avatars.githubusercontent.com\/u\/5618407?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/kzhk75","name":"kzhk75","image":"https:\/\/avatars.githubusercontent.com\/u\/3242272?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/lacanlale","name":"Jonathan Lacanlale","image":"https:\/\/avatars.githubusercontent.com\/u\/19640222?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/iiSeymour","name":"Chris Seymour","image":"https:\/\/avatars.githubusercontent.com\/u\/4310904?v=4","affiliation":{"@type":"Organization","name":"Wayve.ai"}},{"@type":"Person","@id":"https:\/\/github.com\/Frenchhorn","name":"Frenchhorn","image":"https:\/\/avatars.githubusercontent.com\/u\/15854650?v=4"},{"@type":"Person","@id":"https:\/\/github.com\/jongoodnow","name":"Jonathan Goodnow","image":"https:\/\/avatars.githubusercontent.com\/u\/7476871?v=4","affiliation":{"@type":"Organization","name":"Toast"}},{"@type":"Person","@id":"https:\/\/github.com\/praveenmylavarapu","name":"Praveen Mylavarapu","image":"https:\/\/avatars.githubusercontent.com\/u\/3250456?v=4","affiliation":{"@type":"Organization","name":"Interactive Brokers LLC"}},{"@type":"Person","@id":"https:\/\/github.com\/rachtsingh","name":"Rachit Singh","image":"https:\/\/avatars.githubusercontent.com\/u\/1606892?v=4","affiliation":{"@type":"Organization","name":"harvardnlp"}},{"@type":"Person","@id":"https:\/\/github.com\/timgates42","name":"Tim Gates","image":"https:\/\/avatars.githubusercontent.com\/u\/47873678?v=4","affiliation":{"@type":"Organization","name":"IRESS"}}],"url":"https:\/\/github.com\/rasbt\/python_reference","dateCreated":"2013-10-29T22:04:12+01:00","dateModified":"2026-11-02T05:58:58+01:00","about":[{"@id":"http:\/\/bigdatau.org\/dseo#Python","@type":"DefinedTerm","inDefinedTermSet":"http:\/\/bigdatau.org\/dseo","termCode":"Python","url":"http:\/\/bigdatau.org\/dseo#Python","name":"Python"}]}],"meta":{"current_page":1,"per_page":25,"total":846,"last_page":34},"links":{"first":"https:\/\/glittr.org\/api\/bioschemas?page=1","last":"https:\/\/glittr.org\/api\/bioschemas?page=34","prev":null,"next":"https:\/\/glittr.org\/api\/bioschemas?page=2"}}