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
Building Reproducible Pipelines with rixpress
7
Containerisation With Docker
8
Robust Pipelines with Monads
9
Professional Workflows: Testing and Git
10
A Short Intro to Packaging Your Code in R and Python
11
Continuous Integration with GitHub Actions
12
Conclusion: Adopting Reproducibility in the Real World
References
References
Peng, Roger D. 2011.
“Reproducible Research in Computational Science.”
Science
334 (6060): 1226–27.
12
Conclusion: Adopting Reproducibility in the Real World