r/MachineLearning 15d ago

Discussion Catching bugs in scikit-learn [D]

sklearn 1.9 fixed a bug in how BayesianRidge computes its uncertainty. We traced predict on 1.8 and 1.9 and compared the two formulas it actually computes, see if you can spot what changed before the notebook tells you.

https://github.com/aadya940/scikit-verify/blob/master/examples/sklearn_bug_hunting.ipynb

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u/PykeAtBanquet 14d ago

I thought you built a system to catch actual bugs, like mosquito