837 Repositories

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All Algorithms implemented in Python
Contributors
Harshil Harshil
Christian Clauss Christian Clauss
Maxim Smolskiy Maxim Smolskiy
Tianyi Zheng Tianyi Zheng
Dhruv Manilawala Dhruv Manilawala
+ 445 more
Python
Days since last push
0
License
mit
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
Contributors
Maxime Labonne Maxime Labonne
Pietro Monticone Pietro Monticone
Shrinija Kummari Shrinija Kummari
Large language models Python Machine learning Artificial intelligence
Days since last push
222
License
apache-2.0
:crab: Small exercises to get you used to reading and writing Rust code!
Contributors
Mo Bitar Mo Bitar
liv liv
Carol (Nichols || Goulding) Carol (Nichols || Goulding)
bors bors
komaeda komaeda
+ 407 more
Rust
Days since last push
17
License
mit
Python Data Science Handbook: full text in Jupyter Notebooks
Contributors
Jake Vanderplas Jake Vanderplas
Søren Fuglede Jørgensen Søren Fuglede Jørgensen
Naty Clementi Naty Clementi
vfdev vfdev
Aaron VanDerlip Aaron VanDerlip
+ 10 more
Python Data science
Days since last push
811
License
mit
Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼
Contributors
Alexey Grigorev Alexey Grigorev
Victoria Perez Mola Victoria Perez Mola
SV SV
ankushkhanna ankushkhanna
Will Russell Will Russell
+ 199 more
Data science Containerization Docker
Days since last push
1
License
-
This is the Rust course used by the Android team at Google. It provides you the material to quickly teach Rust.
Contributors
Martin Geisler Martin Geisler
Andrew Walbran Andrew Walbran
Nicole L Nicole L
Dustin J. Mitchell Dustin J. Mitchell
Henri F. Henri F.
+ 336 more
Rust
Days since last push
1
License
apache-2.0
Python best practices guidebook, written for humans.
Contributors
Kenneth Reitz Kenneth Reitz
Ian Stapleton Cordasco Ian Stapleton Cordasco
Dan Bader Dan Bader
Marc Poulin Marc Poulin
Kyle Kelley Kyle Kelley
+ 364 more
Python
Days since last push
51
License
other
100+ Python challenging programming exercises
Contributors
Jeffrey Hu Jeffrey Hu
xcao21 xcao21
Python
Days since last push
163
License
-
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Contributors
Wes McKinney Wes McKinney
Kevin Kevin
Prasanth Karri Prasanth Karri
Christopher Wilcox Christopher Wilcox
Jeremiah Roth Jeremiah Roth
+ 4 more
Python Data science
Days since last push
333
License
other
📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.
Contributors
Oleksii Trekhleb Oleksii Trekhleb
Tony Huang Tony Huang
Vilmacio M. Silva Vilmacio M. Silva
Adam Stiefel Adam Stiefel
Anahita Anahita
+ 9 more
Python
Days since last push
162
License
mit
:satellite: Simple and ready-to-use tutorials for TensorFlow
Contributors
Sina Torfi Sina Torfi
Quinn H Koike Quinn H Koike
Brandon Banks Brandon Banks
Joe HUANG Joe HUANG
QiMing LIU QiMing LIU
+ 4 more
Machine learning
Days since last push
1387
License
mit
Open Machine Learning Course
Contributors
Yury Kashnitsky Yury Kashnitsky
Baha Celik Baha Celik
ShiuanDinq ShiuanDinq
Alex Dadukin Alex Dadukin
Asif Zubayer Palak Asif Zubayer Palak
+ 8 more
Machine learning
Days since last push
13
License
other
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Contributors
Lex Fridman Lex Fridman
Li Ding Li Ding
Adnan Siddiqui Adnan Siddiqui
Ochuko A. Ochuko A.
Machine learning Data science
Days since last push
986
License
mit
Understanding Deep Learning - Simon J.D. Prince
Contributors
udlbook udlbook
Tom Heaton Tom Heaton
Pietro Monticone Pietro Monticone
Youcef Rahal Youcef Rahal
aleksandrskoselevs aleksandrskoselevs
+ 19 more
Artificial intelligence Python Machine learning
Days since last push
59
License
other
Friends don't let friends make certain types of data visualization - What are they and why are they bad.
Contributors
C. Li C. Li
Data visualization R
Days since last push
377
License
mit
Free Introduction to Bash Scripting eBook
Contributors
Bobby Iliev Bobby Iliev
Marcelo Zárate Marcelo Zárate
Eze Rodriguez Eze Rodriguez
Robson Grangeiro Robson Grangeiro
Steve M Steve M
+ 46 more
Unix/Linux
Days since last push
216
License
mit
Learn make by example
Contributors
Chase Lambert Chase Lambert
Daniel Griscom Daniel Griscom
linkjumper linkjumper
Holden Hu Holden Hu
anbj anbj
+ 21 more
GNU Make
Days since last push
471
License
mit
R for data science: a book
Contributors
Hadley Wickham Hadley Wickham
Mine Cetinkaya-Rundel Mine Cetinkaya-Rundel
Garrett Grolemund Garrett Grolemund
S'busiso Mkhondwane S'busiso Mkhondwane
Mitsuo Shiota Mitsuo Shiota
+ 289 more
R Data science Quarto
Days since last push
60
License
other
Python Koans - Learn Python through TDD
Contributors
Greg Malcolm Greg Malcolm
Oaker Min Oaker Min
Kevin J. Chase Kevin J. Chase
Félix López Félix López
John Dennison John Dennison
+ 71 more
Python
Days since last push
758
License
mit
Text and supporting code for Think Stats, 2nd Edition
Contributors
Allen Downey Allen Downey
mo0nmokey mo0nmokey
Steven Chau Steven Chau
Grant Bremer Grant Bremer
Wes Turner Wes Turner
+ 29 more
Statistics Python
Days since last push
600
License
gpl-3.0
Statistical Rethinking course winter 2022
Contributors
Richard McElreath Richard McElreath
Statistics
Days since last push
1645
License
-
Full Speed Python: a book for self-learners
Contributors
João Ventura João Ventura
pprudhvi pprudhvi
Filipe Filardi Filipe Filardi
Friedrich Politz Friedrich Politz
Rafał Zawadzki Rafał Zawadzki
+ 6 more
Python
Days since last push
1267
License
-
The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"
Contributors
Jake Vanderplas Jake Vanderplas
Bonifacio de Oliveira Bonifacio de Oliveira
Christoph Deil Christoph Deil
Harry Moreno Harry Moreno
Michael Baker Michael Baker
Python
Days since last push
959
License
cc0-1.0
Data Science at the Command Line
Contributors
Jeroen Janssens Jeroen Janssens
Rich Pauloo Rich Pauloo
Matt Pettis Matt Pettis
Andrea Borruso Andrea Borruso
Christos Kontas Christos Kontas
+ 20 more
Unix/Linux
Days since last push
866
License
other
Useful functions, tutorials, and other Python-related things
Contributors
Sebastian Raschka Sebastian Raschka
kzhk75 kzhk75
Jonathan Lacanlale Jonathan Lacanlale
Chris Seymour Chris Seymour
Frenchhorn Frenchhorn
+ 4 more
Python
Days since last push
1541
License
-

About

Glittr.org is a curated list of educational material for the computational life sciences.

All material is:

  • In a GitHub or GitLab repository
  • Free to use
  • Written in markdown or similar

If you want to cite or know more about Glittr.org, check out our paper in PLOS ONE!

NOTE: This list of courses is selected only based on the above criteria.
There are no checks on quality. In case there is no license associated with the repository, copyright belongs to the author, and you cannot copy or modify it for any reason other than personal use.

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Patricia Palagi
Yann Haefliger

Data last updated: 2026-09-16 01:17:36

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