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feature-engine
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feature_engine
Feature engineering package with sklearn like functionality
https://feature-engine.trainindata.com/
BSD 3-Clause "New" or "Revised" License
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return name of variables with 0s in denominator in woe encoder
#676
solegalli
closed
1 year ago
2
Release 1.6.1
#674
solegalli
closed
1 year ago
1
woe encoder: add parameter to avoid division by zero
#673
solegalli
closed
1 year ago
0
woe encoder: inform users which variables have zero denominator
#672
solegalli
closed
1 year ago
0
Pipelines using pandas transform output do not work with feature creation
#670
admivsn
closed
1 year ago
3
extend MatchVariables functionality to match dtypes as well
#669
kylegilde
closed
9 months ago
23
New feature: Lag or windows features grouped by
#668
scardonal
opened
1 year ago
1
OHE: User can select which categories to encoded for selected variables
#667
Morgan-Sell
opened
1 year ago
4
add link to former versions
#666
solegalli
closed
1 year ago
0
fix various bugs in RareLabelEncoder
#665
solegalli
closed
1 year ago
4
extend drop psi functionality to categorical variables
#664
solegalli
closed
1 year ago
4
add fill_value to RelativeFeatures for when dividing by zero
#663
solegalli
closed
1 year ago
3
allow sample weight in shuffle features
#662
solegalli
closed
1 year ago
4
train_test_split that s
#661
Morgan-Sell
closed
1 year ago
1
refactor code to work with pandas 2.0
#660
ClaudioSalvatoreArcidiacono
closed
1 year ago
0
Unit tests not passing
#659
ClaudioSalvatoreArcidiacono
closed
1 year ago
2
Add support for categorical variables in PSI selector
#658
ClaudioSalvatoreArcidiacono
closed
1 year ago
2
Extend PSI feature selection to categorical variables
#657
dlaprins
closed
1 year ago
5
PSI feature selection for categorical features
#655
dlaprins
closed
1 year ago
11
fit_params not supported for SelectByShuffling (documentation suggests it is supported)
#654
markdregan
closed
1 year ago
4
RelativeFeatures: add fill_value param to be used when dividing by zero
#653
Morgan-Sell
closed
1 year ago
3
Accidentally reopen ProbeFeatureSelection. Will close immediately.
#652
Morgan-Sell
closed
1 year ago
1
`RareLabelEncoder` with `missing_values`="ignore" does not work properly with `sklearn.compose.ColumnTransformer`
#651
ClaudioSalvatoreArcidiacono
closed
1 year ago
0
add link in documentation to former versions
#650
solegalli
closed
1 year ago
0
move _docstrings file out of selection module onto docstrings module
#649
solegalli
closed
1 year ago
0
add function to sort variables in correlation selection transformers
#648
solegalli
closed
4 months ago
7
Add code examples in timeseries module's docstrings
#647
datacubeR
closed
1 year ago
1
Add code examples in transformation module's docstrings
#646
datacubeR
closed
1 year ago
2
Create MatchDtypes transformer or functionality
#645
kylegilde
closed
9 months ago
6
Add code examples in outliers module's docstrings
#644
datacubeR
closed
1 year ago
3
Add code examples in preprocessing and wrappers modules' docstrings
#643
datacubeR
closed
1 year ago
1
ResidualEncoder for categorical varaibles
#642
Morgan-Sell
closed
5 months ago
3
SmartCorrelatedSelection is not removing all correlated features
#641
gverbock
closed
1 year ago
3
fix sponsors page
#640
solegalli
closed
1 year ago
1
Fix bug in rfe when only 1 feature left
#639
solegalli
closed
1 year ago
1
Break down contribute
#638
solegalli
closed
1 year ago
1
remove boston dataset from usergudie demos
#637
solegalli
closed
1 year ago
1
unnest test files of categorical encoders
#636
solegalli
closed
1 year ago
2
add probe features selection transformer
#635
solegalli
closed
1 year ago
2
Rndm noise sel
#634
solegalli
closed
1 year ago
0
DropCorrelatedFeatures and SmartCorrelatedSelection consistency changes
#633
glevv
closed
1 year ago
4
[MRG] add transformer for substraction of datetime variables
#632
solegalli
closed
1 year ago
2
remove the boston dataset from the user guides
#631
solegalli
closed
1 year ago
2
PRatioEncoder class is not searchable
#630
Okroshiashvili
closed
1 year ago
2
Nested directory structure of tests and feature_engine itself
#629
Okroshiashvili
closed
1 year ago
2
docs issue with favicons
#628
solegalli
closed
1 year ago
0
[MRG] switch include_lowest to True in discretizers
#627
solegalli
closed
1 year ago
1
discretizers should be left inclusive
#626
solegalli
closed
1 year ago
0
refactor code according to pandas 1.5.0 and sklearn 1.2.0 releases
#625
luismavs
closed
1 year ago
8
Avoid Pandas inplaces
#624
luismavs
closed
1 year ago
3
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