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Future libraries to consider integrating #11

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qualiaMachine opened this issue Dec 3, 2024 · 0 comments

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qualiaMachine commented Dec 3, 2024

It's impossible to cover everything, but here are a couple of libraries I'm leaning towards integrating into the materials:

SHAP: https://shap.readthedocs.io/en/latest/: This will help give more attention to the tabular data folks. We could practice calculating shapley values and try out the shap.TreeExplainer.
InterpretML: https://interpret.ml/docs/index.html: This library has some intriguing functions that could speed up certain interpretable ML workflows.

Feel free to comment on this issue with other suggestions.

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