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FIX Draw indices using sample_weight in Bagging
module:ensemble
#31414
opened May 22, 2025 by
antoinebaker
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Unbiased MDI-like feature importance measure for random forests
cython
module:ensemble
module:tree
#31279
opened Apr 30, 2025 by
GaetandeCast
•
Draft
6 of 9 tasks
HistGradientBoostingClassifier/Regressor 15x slowdown on small data problems compared to disabled OpenMP threading
High Priority
High priority issues and pull requests
module:ensemble
Performance
#30662
opened Jan 17, 2025 by
ogrisel
ENH: Add warnings for small target values in RandomForestRegressor
module:ensemble
module:utils
#30538
opened Dec 25, 2024 by
ChaymaeJhabli
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Added sample weight handling to BinMapper under HGBT
module:ensemble
#29641
opened Aug 8, 2024 by
snath-xoc
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7 tasks done
ENH
VotingClassifier to support multi-label outputs
module:ensemble
#29238
opened Jun 11, 2024 by
adam2392
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ENH allow up to 65536 bins in HGBT
cython
module:ensemble
module:utils
Performance
#28603
opened Mar 10, 2024 by
lorentzenchr
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[MRG] ENH: parallel RF oob scoring
module:ensemble
#28442
opened Feb 17, 2024 by
tylerjereddy
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feat(Voting): Allow a
prefit option to VotingClassifier/Regressor
module:ensemble
#28434
opened Feb 16, 2024 by
eddiebergman
•
Draft
[MRG] ENH: Make StackingRegressor support Multioutput
module:ensemble
#27704
opened Nov 2, 2023 by
hmasdev
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ENH HGBT histograms in blocks of features
cython
module:ensemble
#27168
opened Aug 25, 2023 by
lorentzenchr
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Add sample_weight support to binning in HGBT
module:ensemble
Needs Decision
Requires decision
New Feature
#27117
opened Aug 20, 2023 by
lorentzenchr
Add baseline estimator to HGBT
module:ensemble
Needs Decision - Include Feature
Requires decision regarding including feature
New Feature
#27109
opened Aug 19, 2023 by
lorentzenchr
HistGradientBoosting should shuffle features when exploring for new splits
Enhancement
module:ensemble
#26428
opened May 24, 2023 by
glemaitre
Add a facility that allows random forest classifiers to be combined after training
module:ensemble
Needs Decision - Include Feature
Requires decision regarding including feature
New Feature
#26326
opened May 4, 2023 by
davedice
Support
max_bins > 255 in Hist-GBDT estimators and categorical features with high cardinality
module:ensemble
New Feature
#26277
opened Apr 24, 2023 by
NicolasHug
ENH Support categories with cardinality higher than max_bins in HistGradientBoosting
module:ensemble
#26268
opened Apr 24, 2023 by
thomasjpfan
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Pass optional column names to parallel tree function in using the self.feature_names_in attribute.
module:ensemble
module:tree
#26208
opened Apr 18, 2023 by
wesselhuising
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ENH reuse parent histogram in HGBT
cython
module:ensemble
Performance
#26189
opened Apr 15, 2023 by
lorentzenchr
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RandomForest not passing feature names to trees and creating warnings.
Bug
Moderate
Anything that requires some knowledge of conventions and best practices
module:ensemble
#26140
opened Apr 10, 2023 by
howarth
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