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Issues: scikit-learn/scikit-learn

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Issues list

MNT Improve codespell support (and add CI) and make it fix few typos Build / CI module:inspection module:model_selection module:preprocessing No Changelog Needed
#31027 opened Mar 19, 2025 by yarikoptic Loading…
4
UX CalibrationDisplay's naive use can lead to very confusing results Enhancement module:inspection
#30664 opened Jan 17, 2025 by ogrisel
23
ENH expose max_memory_mb parameter to contol trade-off speed/memory during computation module:inspection
#30111 opened Oct 19, 2024 by glemaitre Loading…
2 tasks done
15
add feature_indices param to permutation_importance() module:inspection
#30005 opened Oct 3, 2024 by andrewm4894 Loading…
10
[MRG] Add a note to inspection.partial_dependence() about different results when using brute and recursion method module:inspection
#28771 opened Apr 4, 2024 by nihal-rao Loading…
1
2
FIX permutation_importance with polars dataframe raises warning on feature names module:inspection
#28513 opened Feb 23, 2024 by Charlie-XIAO Loading…
1
31
ENH Add Friedman's H-squared module:inspection Waiting for Second Reviewer First reviewer is done, need a second one!
#28375 opened Feb 6, 2024 by mayer79 Loading… 1.7
1
137
[MRG] ENH Add support for viewing marginal distributions in partial dependence plots module:inspection
#27388 opened Sep 16, 2023 by arvkevi Loading…
1
2
Rename percentiles to quantile_levels in partial_dependence API module:inspection Needs Decision Requires decision
#26491 opened Jun 2, 2023 by lorentzenchr
4
[MRG] FEA ICE lines individually colored by feature values module:inspection
#25807 opened Mar 10, 2023 by lurue101 Loading…
1
FEA Implementation of "threshold-dependent metric per threshold value" curve module:inspection Stalled Superseded PR has been replace by a newer PR
#25639 opened Feb 18, 2023 by vitaliset Loading…
1 of 7 tasks
1.7
27
RFC refactoring of PartialDependenceDisplay module:inspection RFC
#25079 opened Nov 30, 2022 by glemaitre
4
Feature Request - Parallel Coordinates Plot for GridSearch result analysis module:inspection Needs Decision - Include Feature Requires decision regarding including feature New Feature
#24281 opened Aug 27, 2022 by julien-blanchon
4
Sensitivity Analysis function module:inspection Needs Decision - Include Feature Requires decision regarding including feature
#22453 opened Feb 11, 2022 by tupui
12
Allow inspect.PartialDependenceDisplay to work with a prediction function module:inspection New Feature
#21388 opened Oct 21, 2021 by mayer79
4
FEA Add variable importance to linear models module:inspection module:linear_model Needs Decision Requires decision New Feature
#21170 opened Sep 27, 2021 by lorentzenchr
8
Unbiased mean decrease in impurity if tree-based methods API module:ensemble module:inspection module:tree Needs Decision Requires decision New Feature
#20059 opened May 7, 2021 by glemaitre
2
16
Investigate and document pitfalls with permutation importance on imbalanced classification problems with non-independent features Documentation module:inspection
#19448 opened Feb 12, 2021 by ogrisel
1
Improvement of PDP and ICE plotting Enhancement module:inspection
#19410 opened Feb 9, 2021 by glemaitre
5
[MRG] Improved parallel execution of plot_partial_dependence / partial_dependence module:inspection
#19392 opened Feb 7, 2021 by timo-stoettner Loading…
7
Add option to inspection.permutation_importance to only compute importance for a subset of features module:inspection New Feature
#18694 opened Oct 28, 2020 by finnhacks42
7
Add transformation option to inspect functions module:inspection Needs Decision Requires decision New Feature
#18309 opened Aug 31, 2020 by mayer79
11
[MRG] Test __array_function__ not called in non-estimator API (#15865) help wanted module:inspection module:model_selection module:test-suite everything related to our tests Stalled
#18292 opened Aug 29, 2020 by alexshacked Loading…
10
Add Altmann's permutation importance (PIMP) and Janitza's New Testing Approach (NTA) module:inspection New Feature
#18223 opened Aug 21, 2020 by Devilmoon
1
Wrong equation for standard error of the mean Documentation module:inspection
#17815 opened Jul 2, 2020 by PavloFesenko
3
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