References
Reproducible Polyglot Data Science
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Welcome!
Preface
1
Introduction
2
The Nix Package Manager
3
Setting Up Your Environment
4
Reproducible Development Environments with rix
5
Functional Programming
6
Professional Workflows: Testing and Git
7
Building Reproducible Pipelines with rixpress
8
Advanced Pipeline Patterns
9
Robust Pipelines with Monads
10
Containerisation With Docker
11
A Short Intro to Packaging Your Code in R and Python
12
Continuous Integration with GitHub Actions
13
Conclusion: Adopting Reproducibility in the Real World
References
References
Peng, Roger D. 2011.
“Reproducible Research in Computational Science.”
Science
334 (6060): 1226–27.
13
Conclusion: Adopting Reproducibility in the Real World