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Updating SimpleImputer error message when Numpy cast is not possible
module:impute
#29564
opened Jul 25, 2024 by
ojoaomorais
•
Draft
Adding the median option to the KNN imputer.
module:impute
#27890
opened Dec 2, 2023 by
blueprintparadise
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TST test_impute use global random seed
module:impute
No Changelog Needed
#25894
opened Mar 17, 2023 by
Veghit
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SimpleImputer with the rule strategies median-1/median+1
module:impute
Needs Decision - Include Feature
Requires decision regarding including feature
New Feature
#25642
opened Feb 18, 2023 by
gykovacs
set_output API do not preserve original dtypes for pandas
Bug
module:impute
Needs Decision - Include Feature
Requires decision regarding including feature
#25560
opened Feb 7, 2023 by
idanmoradarthas
FET add support for manhattan distances in KNN imputer
module:impute
module:metrics
Needs Decision - Include Feature
Requires decision regarding including feature
#23286
opened May 5, 2022 by
MaxwellLZH
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Allow other initialization strategies for IterativeImputer
module:impute
Needs Decision - Include Feature
Requires decision regarding including feature
New Feature
#22770
opened Mar 11, 2022 by
eschibli
Add new feature to use only a sample of training data in KNNImputer
module:impute
New Feature
#22517
opened Feb 17, 2022 by
abbey2017
first attempt to change iterative_imputer
module:impute
#22078
opened Dec 26, 2021 by
siavrez
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Improve documentation of the Hard level of difficulty
module:impute
impute module
Documentation
Hard
#21722
opened Nov 20, 2021 by
astrojuanlu
SimpleImputer is very slow with DataFrames
Enhancement
module:impute
#19926
opened Apr 20, 2021 by
david-cortes
[MRG] Correct handling of missing_values and NaN in SimpleImputer for object arrays (closes #19071)
Bug
help wanted
module:impute
Stalled
#19079
opened Dec 29, 2020 by
ftrojan
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SimpleImputer, missing_values and None
Bug
help wanted
module:impute
#19071
opened Dec 26, 2020 by
NicolasHug
[MRG] SimpleImputer: Handle string features where all values are missing
module:impute
#18860
opened Nov 17, 2020 by
ssaamm
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Error on using None for missing values in SimpleImputer with boolean arrays
Bug
module:impute
#18461
opened Sep 25, 2020 by
amueller
Possible to parallelize sklearn.impute.KNNImputer?
help wanted
module:impute
New Feature
#18186
opened Aug 18, 2020 by
khughitt
RAM footprint of IterativeImputer grows with each iteration, causing MemoryError
module:impute
#17234
opened May 15, 2020 by
danuko42
impute.KNNImputer always uses just the mean value
Documentation
help wanted
module:impute
#17140
opened May 6, 2020 by
FlorinAndrei
IterativeImputer not converging (at all)
High Priority
High priority issues and pull requests
Moderate
Anything that requires some knowledge of conventions and best practices
module:impute
#14338
opened Jul 13, 2019 by
amueller
Use different Hard level of difficulty
help wanted
module:impute
estimator for different features in IterativeImputer
Hard
#14253
opened Jul 4, 2019 by
jnothman
IterativeImputer shouldn't just use l2 loss by default
module:impute
Needs Benchmarks
A tag for the issues and PRs which require some benchmarks
#13286
opened Feb 26, 2019 by
jnothman
[WIP] Example of multiple imputation with IterativeImputer
help wanted
module:impute
#13025
opened Jan 21, 2019 by
sergeyf
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Support for n_jobs (joblib) in simpleimpute
Enhancement
help wanted
Moderate
Anything that requires some knowledge of conventions and best practices
module:impute
Needs Benchmarks
A tag for the issues and PRs which require some benchmarks
#12920
opened Jan 4, 2019 by
wmlba
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