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scikit-learn / enhancement_proposals

Enhancement proposals for scikit-learn: structured discussions and rational for large additions and modifications
https://scikit-learn-enhancement-proposals.readthedocs.io/en/latest
BSD 3-Clause "New" or "Revised" License
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SLEP021: Unified API for computing feature importance #86

Open glemaitre opened 1 year ago

glemaitre commented 1 year ago

Reflection around a unified API to compute feature importance in scikit-learn

glemaitre commented 1 year ago

ping @thomasjpfan. Feel free to edit and push directly in the branch.

jnothman commented 1 year ago

Definitely a user trap worth removing!

Are there cases where selecting the feature importance method(s) results in different work/storage of information during fit?