Help! I can’t reproduce a machine learning project!

blog.kaggle.com

Data science code doesn't always produce the same results when you run it multiple times, which can make debugging a nightmare. This article goes into the three areas that cause reproducibility problems in code—non-deterministic code, changes in data, and changes in environment—and gives practical tips for improving reproducibility.

I love this post. Such an important topic, and I've never actually seen a good post that covers it before.

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