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51 Repositories

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Book repository for The Turing Way: a how to guide for reproducible, ethical and collaborative data science
Contributors
Malvika Sharan Malvika Sharan
Jim Madge Jim Madge
Esther Plomp Esther Plomp
Becky Arnold Becky Arnold
Sarah Gibson Sarah Gibson
+ 374 more
Data science Reproducibility
Days since last push
10
License
other
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
Open source book about making Python packages.
Contributors
Tomas Beuzen Tomas Beuzen
Tiffany A. Timbers Tiffany A. Timbers
DC Slagel DC Slagel
Ben Dichter Ben Dichter
Michael Kerber Michael Kerber
+ 4 more
Python Reproducibility
Days since last push
2
License
other
Python Programming for Biologists
Contributors
R. Burke Squires R. Burke Squires
Python Machine learning Data visualization Workflows Snakemake Reproducibility
Days since last push
238
License
-
The FAIR cookbook, containing recipes to make your data more FAIR. Find the rendered version on:
Contributors
Philippe Rocca-Serra Philippe Rocca-Serra
Dominique Dominique
ramGranell ramGranell
Danielle Welter Danielle Welter
Susanna-Assunta Sansone Susanna-Assunta Sansone
+ 23 more
FAIR data Reproducibility
Days since last push
10
License
-
NBIS/Elixir course: Tools for Reproducible Research
Contributors
John Sundh John Sundh
Erik Fasterius Erik Fasterius
Leif Väremo Leif Väremo
Rasmus Ã…gren Rasmus Ã…gren
Verena Kutschera Verena Kutschera
+ 11 more
Reproducibility Data management
Days since last push
10
License
cc-by-4.0
Introduction to Conda for (Data) Scientists
Contributors
Raniere Silva Raniere Silva
David R. Pugh David R. Pugh
Greg Wilson Greg Wilson
François Michonneau François Michonneau
Maxim Belkin Maxim Belkin
+ 45 more
Python Reproducibility
Days since last push
1309
License
other
The Organization lesson for the Reproducible Science Curriculum
Contributors
Raniere Silva Raniere Silva
Greg Wilson Greg Wilson
François Michonneau François Michonneau
Hilmar Lapp Hilmar Lapp
Ciera Martinez Ciera Martinez
+ 36 more
Reproducibility
Days since last push
1821
License
other
Good Enough Practices in Scientific Computing
Contributors
Edward Wallace Edward Wallace
Tomasz Zielinski Tomasz Zielinski
Allen Lee Allen Lee
Emma Wilson Emma Wilson
Zhian N. Kamvar Zhian N. Kamvar
+ 10 more
Reproducibility Data management Version control
Days since last push
2
License
other
Good Enough Practices in Scientific Computing
Contributors
Edward Wallace Edward Wallace
Tomasz Zielinski Tomasz Zielinski
Allen Lee Allen Lee
Emma Wilson Emma Wilson
Zhian N. Kamvar Zhian N. Kamvar
+ 10 more
Data management Reproducibility
Days since last push
2
License
other
Train-the-trainer handbook for making training materials FAIR
Contributors
Patricia Palagi Patricia Palagi
Bruna Piereck Bruna Piereck
Geert van Geest Geert van Geest
olisand olisand
Melissa Burke Melissa Burke
+ 14 more
FAIR data Reproducibility
Days since last push
31
License
other
Building Better Research Software
Contributors
Aleksandra Nenadic Aleksandra Nenadic
Sarah Stevens Sarah Stevens
Sarah Gibson Sarah Gibson
Toby Hodges Toby Hodges
Aman Goel Aman Goel
+ 14 more
Reproducibility FAIR data
Days since last push
2
License
other
Introduction to Reproducible Publications with Quarto
Contributors
Renata Curty Renata Curty
Torin White Torin White
actions-user actions-user
Ian Lessing Ian Lessing
Julien Brun Julien Brun
+ 5 more
R Version control Rmarkdown Reproducibility
Days since last push
2
License
other
Introduction to Reproducible Publications with Quarto
Contributors
Renata Curty Renata Curty
Torin White Torin White
actions-user actions-user
Ian Lessing Ian Lessing
Julien Brun Julien Brun
+ 5 more
Reproducibility Quarto
Days since last push
2
License
other
learn how to build a personal website using Quarto
Contributors
Samantha Shanny-Csik Samantha Shanny-Csik
Quarto R Reproducibility
Days since last push
48
License
-
An Introductory Workshop on Modern Data Analyses and Workflows for Reproducible Research in R
Contributors
Luke W. Johnston Luke W. Johnston
hchats hchats
MaleneRevsbech MaleneRevsbech
Helene Baek Juel Helene Baek Juel
Anders Askeland Anders Askeland
+ 5 more
R Reproducibility
Days since last push
2
License
cc-by-4.0
Home Repository for the CfRR website
Contributors
Liam Berrisford Liam Berrisford
Craig R. G. Willis Craig R. G. Willis
Dr. Chris Tibbs Dr. Chris Tibbs
Michael Saunby Michael Saunby
Thomas Hawes Thomas Hawes
+ 19 more
Reproducibility R Python Unix/Linux Data management
Days since last push
0
License
-
Building Websites with Jekyll & GitHub Pages.
Contributors
Toby Hodges Toby Hodges
Aleksandra Nenadic Aleksandra Nenadic
Raniere Silva Raniere Silva
François Michonneau François Michonneau
Maxim Belkin Maxim Belkin
+ 62 more
Reproducibility FAIR data
Days since last push
1091
License
other
Contributors
hwick hwick
Radhika Khetani Radhika Khetani
Will Gammerdinger Will Gammerdinger
Meeta Mistry Meeta Mistry
Jihe Liu Jihe Liu
+ 1 more
Reproducibility Version control R Rmarkdown
Days since last push
169
License
-
Resources for automation tutorials
Contributors
Raniere Silva Raniere Silva
François Michonneau François Michonneau
Greg Wilson Greg Wilson
Abby Cabunoc Mayes Abby Cabunoc Mayes
Maxim Belkin Maxim Belkin
+ 34 more
R Reproducibility
Days since last push
2296
License
other
Managing Open and Reproducible Computational Projects
Contributors
Malvika Sharan Malvika Sharan
Julien Colomb Julien Colomb
Lydia France Lydia France
Jo Havemann Jo Havemann
Zhian N. Kamvar Zhian N. Kamvar
+ 3 more
Reproducibility FAIR data Data management
Days since last push
619
License
other
Démonstration d’outils de bioinfo dans le cadre d’un projet
Contributors
Thomas Denecker Thomas Denecker
clairetn clairetn
General Reproducibility Containerization Snakemake Next generation sequencing Transcriptomics RNA-seq
Days since last push
1904
License
other
Custom curriculum for teaching R, the Unix Shell, & Git with an integrated workflow and reproducible research practices.
Contributors
Greg Wilson Greg Wilson
Kelly Sovacool, PhD Kelly Sovacool, PhD
Raniere Silva Raniere Silva
François Michonneau François Michonneau
Maxim Belkin Maxim Belkin
+ 105 more
R Reproducibility
Days since last push
218
License
other
Reproducible Science Curriculum Lesson for Version Control
Contributors
Raniere Silva Raniere Silva
Greg Wilson Greg Wilson
François Michonneau François Michonneau
Ciera Martinez Ciera Martinez
Abby Cabunoc Mayes Abby Cabunoc Mayes
+ 34 more
Version control R Reproducibility
Days since last push
1388
License
other
Step-by-step guide for building Python and R simulation models as part of a reproducible analytical pipeline (RAP).
Contributors
Amy Heather Amy Heather
Reproducibility Python R Version control Quarto Statistics Data science
Days since last push
24
License
mit

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.

Terms of use

Developed, maintained and curated by:
Geert van Geest
Patricia Palagi
Yann Haefliger

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

Swiss Institute of Bioinformatics

Initiative of the the SIB Training Group.
Interested in SIB courses? Visit our website.

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