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Please extend the loss-functions in SGDRegressor to allow incremental learning of Poisson / Gamma / Tweedie regressors
help wanted
Moderate
Anything that requires some knowledge of conventions and best practices
module:linear_model
New Feature
#29600
opened Aug 1, 2024 by
alexshtf
ConvergenceWarnings cannot be turned off
help wanted
Moderate
Anything that requires some knowledge of conventions and best practices
#29294
opened Jun 19, 2024 by
u3Izx9ql7vW4
DOC Beginners Tutorial
Documentation
Moderate
Anything that requires some knowledge of conventions and best practices
#29167
opened Jun 3, 2024 by
adrinjalali
Provide examples on how to customize the scikit-learn classes
Documentation
help wanted
Moderate
Anything that requires some knowledge of conventions and best practices
#28828
opened Apr 13, 2024 by
miguelcsilva
Implement temperature scaling for (multi-class) calibration
help wanted
Moderate
Anything that requires some knowledge of conventions and best practices
module:calibration
New Feature
#28574
opened Mar 4, 2024 by
dholzmueller
make cross_val_predict use cross_validate
API
Moderate
Anything that requires some knowledge of conventions and best practices
#27000
opened Aug 3, 2023 by
adrinjalali
API Deprecate Anything that requires some knowledge of conventions and best practices
module:metrics
paired_distances
and paired_*_distances
API
help wanted
Moderate
#26982
opened Aug 1, 2023 by
Micky774
HDBSCAN Ongoing Work
cython
Moderate
Anything that requires some knowledge of conventions and best practices
module:cluster
New Feature
#26801
opened Jul 7, 2023 by
Micky774
3 of 13 tasks
Run common test for SparseCoder and FeatureUnion
Enhancement
help wanted
Moderate
Anything that requires some knowledge of conventions and best practices
module:decomposition
module:test-suite
everything related to our tests
#26482
opened Jun 1, 2023 by
glemaitre
Use scipy.stats.yeojohnson PowerTransformer
help wanted
Moderate
Anything that requires some knowledge of conventions and best practices
module:preprocessing
Refactor
Code refactor
#26308
opened Apr 30, 2023 by
lorentzenchr
Add support for bools in Anything that requires some knowledge of conventions and best practices
New Feature
SimpleImputer
help wanted
Moderate
#26292
opened Apr 28, 2023 by
bryant1410
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
SequentialFeatureSelector is not working with ColumnTransformer
Bug
help wanted
Moderate
Anything that requires some knowledge of conventions and best practices
#25711
opened Feb 27, 2023 by
Crispy13
High level documentation of the CI infrastructure
Build / CI
Documentation
Moderate
Anything that requires some knowledge of conventions and best practices
#25565
opened Feb 8, 2023 by
ogrisel
FIX Correct Anything that requires some knowledge of conventions and best practices
module:mixture
Needs Decision
Requires decision
Stalled
GaussianMixture.weights_
normalization
Moderate
#24119
opened Aug 5, 2022 by
kasmith11
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Weights are being normalized using number of samples as opposed to sum in GaussianMixture
Bug
Moderate
Anything that requires some knowledge of conventions and best practices
module:mixture
#24085
opened Aug 2, 2022 by
kshitijgoel007
Investigate SAG/SAGA solver
Bug
help wanted
Moderate
Anything that requires some knowledge of conventions and best practices
module:linear_model
#23180
opened Apr 21, 2022 by
lorentzenchr
GridSearchCV & RandomizedSearchCV has a ranking issue when test scores are same.
Documentation
Moderate
Anything that requires some knowledge of conventions and best practices
module:model_selection
#21895
opened Dec 6, 2021 by
AChand20
LocalOutlierFactor exposes methods that it shouldn't
API
Moderate
Anything that requires some knowledge of conventions and best practices
module:neighbors
#21876
opened Dec 4, 2021 by
kno10
sklearn.cluster.OPTICS uses all cores when minkowski's p=2
Documentation
Moderate
Anything that requires some knowledge of conventions and best practices
module:cluster
#21786
opened Nov 25, 2021 by
szperajacyzolw
MeanThreshold, MedianThreshold, and other threshold support in GenericUnivariateSelect
help wanted
Moderate
Anything that requires some knowledge of conventions and best practices
module:feature_selection
New Feature
#21699
opened Nov 17, 2021 by
charlesbmi
TST Check correct interactions of General issue associated to an identified list of tasks
Moderate
Anything that requires some knowledge of conventions and best practices
module:test-suite
everything related to our tests
class_weight
and sample_weight
help wanted
Meta-issue
#21504
opened Oct 29, 2021 by
jjerphan
10 tasks
LogisticRegression with SAGA using sample_weight does not converge
Bug
help wanted
Moderate
Anything that requires some knowledge of conventions and best practices
module:linear_model
#21305
opened Oct 12, 2021 by
vttrifonov
Example with ranking metrices
Documentation
help wanted
Moderate
Anything that requires some knowledge of conventions and best practices
module:metrics
#21138
opened Sep 24, 2021 by
lorentzenchr
Whitespace tokenizing does not work on chinese and japanese
Documentation
Moderate
Anything that requires some knowledge of conventions and best practices
#20992
opened Sep 9, 2021 by
DeanChugall
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