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71 Repositories

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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
616
License
gpl-3.0
Statistical Rethinking course winter 2022
Contributors
Richard McElreath Richard McElreath
Statistics
Days since last push
1661
License
-
NMA Computational Neuroscience course
Contributors
Ella Batty Ella Batty
Spiros Chavlis Spiros Chavlis
Michael Waskom Michael Waskom
Zoltan Zoltan
Patrick Mineault Patrick Mineault
+ 57 more
Statistics Machine learning Python Pathways and Networks Artificial intelligence
Days since last push
13
License
cc-by-4.0
Python interactive dashboards for learning data science
Contributors
Michael Pyrcz Michael Pyrcz
Piklu Mallick Piklu Mallick
Data science Python Statistics
Days since last push
139
License
cc-by-sa-4.0
Statistical Rethinking Course for Jan-Mar 2023
Contributors
Richard McElreath Richard McElreath
Statistics
Days since last push
1038
License
cc0-1.0
Contributors
Richard McElreath Richard McElreath
Statistics
Days since last push
937
License
cc0-1.0
Code repository for Think Bayes.
Contributors
Allen Downey Allen Downey
Alessandro Gentilini Alessandro Gentilini
Andrei Paleyes Andrei Paleyes
Brian Schiller Brian Schiller
Lorenzo Lorenzo
+ 1 more
Statistics Python
Days since last push
2030
License
-
📚 Introduction to Modern Statistics - A college-level open-source textbook with a modern approach highlighting multivariable relationships and simulation-based inference.
Contributors
Mine Cetinkaya-Rundel Mine Cetinkaya-Rundel
Jo Hardin Jo Hardin
Allison Theobold Allison Theobold
Metehan GÜNGÖR Metehan GÜNGÖR
Stacey Hancock Stacey Hancock
+ 21 more
Statistics R Data science
Days since last push
183
License
other
Deep Learning for Coders, 2020, the website
Contributors
Jeremy Howard Jeremy Howard
Theiss Heilker Theiss Heilker
Vishnu Subramanian Vishnu Subramanian
Joe Dockrill Joe Dockrill
Jan Van de Poel Jan Van de Poel
+ 23 more
Machine learning Statistics
Days since last push
1438
License
apache-2.0
Statistical Inference via Data Science: A ModernDive into R and the Tidyverse
Contributors
Albert Y. Kim Albert Y. Kim
Dr. Chester Ismay Dr. Chester Ismay
Marium Tapal Marium Tapal
Starry Zhou Starry Zhou
Dorothy Bishop Dorothy Bishop
+ 29 more
R Statistics Data science
Days since last push
10
License
other
The biggest collection of R books (and maybe later some other resources too)
Contributors
Oscar Baruffa Oscar Baruffa
Eric Leung Eric Leung
Matt Roumaya Matt Roumaya
Bryan Shalloway Bryan Shalloway
Maëlle Salmon Maëlle Salmon
+ 39 more
R Data science Data visualization Machine learning Statistics Version control Workflows
Days since last push
158
License
-
Online R learning for applied statistics
Contributors
C. Li C. Li
R Statistics
Days since last push
393
License
cc0-1.0
Introduction to Computational Biology and Bioinformatics Course at Caltech, 2023
Contributors
tarachari3 tarachari3
Meichen Fang Meichen Fang
Lior Pachter Lior Pachter
Zitong Jerry Wang Zitong Jerry Wang
Laura Luebbert, Ph.D. Laura Luebbert, Ph.D.
General Statistics Next generation sequencing Genomics Single-cell sequencing Transcriptomics RNA-seq
Days since last push
260
License
other
Source files for "Learning Statistics with R"
Contributors
Emily Kothe Emily Kothe
Danielle Navarro Danielle Navarro
Dale Maschette Dale Maschette
Megan Chiovaro, PhD Megan Chiovaro, PhD
Todd Gureckis Todd Gureckis
+ 2 more
R Statistics
Days since last push
75
License
-
A collection of Galaxy-related training material
Contributors
Helena Helena
Saskia Hiltemann Saskia Hiltemann
Bérénice Batut Bérénice Batut
Björn Grüning Björn Grüning
Wendi Bacon Wendi Bacon
+ 278 more
Galaxy General Genomics Next generation sequencing Transcriptomics RNA-seq Single-cell sequencing Variant analysis ATAC-seq Comparative genomics ChIP-seq Epigenetics Genome annotation Genome assembly Metagenomics Microbiology Long read sequencing Metabolomics Proteomics Data management FAIR data Reproducibility Data science Statistics Machine learning Snakemake R Python Unix/Linux Version control
Days since last push
0
License
mit
Workshops presented by the Gladstone Bioinformatics Core
Contributors
Natalie Gill Natalie Gill
Ayushi Agrawal Ayushi Agrawal
reubenthomas reubenthomas
Kristina Hanspers Kristina Hanspers
MichelaTr MichelaTr
+ 5 more
General R Version control Genomics Transcriptomics Single-cell sequencing RNA-seq Pathways and Networks Data visualization Statistics ATAC-seq Machine learning Unix/Linux
Days since last push
9
License
-
Causal Inference in R: A book!
Contributors
Malcolm Barrett Malcolm Barrett
Lucy D'Agostino McGowan Lucy D'Agostino McGowan
Travis Gerke Travis Gerke
Jakob Schumacher Jakob Schumacher
Simon P. Couch Simon P. Couch
+ 11 more
Statistics R
Days since last push
56
License
other
An open source book to learn data science, data analysis and machine learning, suitable for all ages!
Contributors
Pablo Casas Pablo Casas
Pablo Seibelt Pablo Seibelt
Chip Oglesby Chip Oglesby
Data science Statistics Machine learning
Days since last push
900
License
cc-by-sa-4.0
Understanding the theory behind UMAP
Contributors
Andy Coenen Andy Coenen
Adam Pearce Adam Pearce
Kyle Willett Kyle Willett
Single-cell sequencing Data visualization Data science Machine learning Statistics
Days since last push
99
License
apache-2.0
Repo for January 2021 version of Beyond Multiple Linear Regression: Applied Generalized Linear Models and Multilevel Models in R. The rendered version can be found at: https://bookdown.org/roback/bookdown-BeyondMLR/
Contributors
Paul Roback Paul Roback
Spencer Eanes Spencer Eanes
Jack M Wolf Jack M Wolf
Statistics R
Days since last push
1180
License
-
Source for book "Feature Engineering A-Z"
Contributors
Emil Hvitfeldt Emil Hvitfeldt
Javier Orraca-Deatcu Javier Orraca-Deatcu
Antoine Bichat Antoine Bichat
Sol Feuerwerker Sol Feuerwerker
Roberto Rosati Roberto Rosati
+ 2 more
Machine learning Statistics Data science Python R
Days since last push
45
License
-
:bar_chart: Methods of Applied Statistics Course Textbook Repository
Contributors
David Dalpiaz David Dalpiaz
Yutaro Nishiyama Yutaro Nishiyama
James J Balamuta James J Balamuta
Sezgin Kucukcoban Sezgin Kucukcoban
Brandon Ching, PhD Brandon Ching, PhD
+ 35 more
Statistics
Days since last push
682
License
-
A :book: on data wrangling, exploration, & analysis with R - created by Jenny Bryan, made with bookdown
Contributors
Alison Presmanes Hill Alison Presmanes Hill
Jennifer (Jenny) Bryan Jennifer (Jenny) Bryan
Grace Lawley Grace Lawley
R Statistics Data visualization Data management
Days since last push
931
License
other
Contributors
A. Solomon Kurz A. Solomon Kurz
E. David Aja E. David Aja
Statistics R Data visualization
Days since last push
72
License
cc0-1.0
IPSUR, Introduction to Probability and Statistics Using R, is a textbook written for an undergraduate course in probability and statistics. IPSUR is FREE, in the GNU sense of the word.
Contributors
G. Jay Kerns G. Jay Kerns
R Statistics
Days since last push
937
License
gpl-3.0

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!

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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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Data last updated: 2026-10-02 01:17:47

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