Preamble#
Why reproducibility matters#
PHD Comics #1689
What do we mean by “reproducibility”?#
The Turing Way doi:10.5281/zenodo.3332807
Published methods do not exist in a vacuum#
The quest for reproducibility leads to good software engineering practices#
Multiple sources of change in machine learning#
Martin Fowler’s blog
The need for tracking changes in data and code#
