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ENH : add_parameter to keep dim in TransformedTargetRegressor
module:compose
#30363
opened Nov 28, 2024 by
Irdasset
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FEA Add TransformedTargetClassifier
module:compose
#29952
opened Sep 27, 2024 by
gtauzin
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13 of 15 tasks
TransformedTargetRegressor is incompatible with GaussianProcessRegressor when using return_std=True
Enhancement
module:compose
#24638
opened Oct 11, 2022 by
CompRhys
ENH Support cardinality filtering of columns in
make_column_selector
module:compose
#22923
opened Mar 23, 2022 by
richardt94
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Gridsearch on TransformedTargetRegressor on pairwise data
module:compose
module:model_selection
#22828
opened Mar 14, 2022 by
adrinjalali
ColumnTransformer: integer column index in dataframes unexpected behaviour and error (column selectors vs _get_column_indices)
API
module:compose
Needs Decision
Requires decision
New Feature
#22556
opened Feb 20, 2022 by
avm19
Partial_fit for ColumnTransformer
API
module:compose
Needs Decision
Requires decision
New Feature
#22170
opened Jan 10, 2022 by
Krasner
ColumnTransformers should use get_feature_names_out() when columns attribute is not available
Enhancement
module:compose
#21452
opened Oct 25, 2021 by
ageron
Bias correction for TransformedTargetRegressor
Enhancement
help wanted
Moderate
Anything that requires some knowledge of conventions and best practices
module:compose
#15881
opened Dec 13, 2019 by
lorentzenchr
make_column_selector: support for cardinality selection
Easy
Well-defined and straightforward way to resolve
help wanted
module:compose
#15873
opened Dec 12, 2019 by
mglowacki100
Interaction terms between categorical and numerical features
module:compose
module:preprocessing
#15263
opened Oct 15, 2019 by
lorentzenchr
ColumnTransformer doesn't accept some valid Pandas column names
module:compose
Needs Decision - Include Feature
Requires decision regarding including feature
#13781
opened May 3, 2019 by
gwerbin
ColumnTransformer with numpy structured arrays
Enhancement
module:compose
#13008
opened Jan 18, 2019 by
marco-c
ColumnTransformer with array of dicts
Enhancement
module:compose
#12545
opened Nov 7, 2018 by
mikkelam
Ensure ColumnTransformer also works with empty slices as column selector
module:compose
#12162
opened Sep 25, 2018 by
jorisvandenbossche
[MRG] ENH: Adds inverse_transform to ColumnTransformer
module:compose
module:pipeline
Needs Decision
Requires decision
#11639
opened Jul 20, 2018 by
thomasjpfan
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Support inverse_transform in ColumnTransformer
API
Enhancement
module:compose
module:pipeline
#11463
opened Jul 10, 2018 by
jnothman
[MRG] FIX allow non-finite target values in TransformedTargetRegressor
help wanted
module:compose
module:utils
Needs work
Stalled
#11349
opened Jun 24, 2018 by
vahidbas
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Allow NaNs for the target values in TransformedTargetRegressor
help wanted
module:compose
#11339
opened Jun 21, 2018 by
vahidbas
Make ColumnTransformer work on dask arrays?
Enhancement
module:compose
#10537
opened Jan 26, 2018 by
jorisvandenbossche
Feature Request: Pipelining Outlier Removal
module:compose
module:preprocessing
#9630
opened Aug 26, 2017 by
datajanko
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