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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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New feature: Lag or windows features grouped by
#727
Ezzaldin97
opened
4 months ago
3
Can't reproduce results after SelectByShuffling
#726
rizatemizel
closed
4 months ago
2
Feature Creation copy for API doc index.rst
#725
Morgan-Sell
closed
3 months ago
10
add method to transfrom x and y to classes that drop rows from X, add pipeline to handle transform_x_y
#724
solegalli
closed
3 months ago
2
Support the use of SHAP values to get feature importances in ProbeFeatureSelection
#723
sfgarcia
opened
4 months ago
3
RecursiveFeatureElimination Error using Ccross-validation Splitter
#722
behzad89
opened
4 months ago
4
speed-up correlation selection transformers, make them deterministic
#721
solegalli
closed
4 months ago
2
replace cookie banner
#720
solegalli
closed
5 months ago
1
refactor filteroutvars function and confirm variables functionality in selection transformers
#719
solegalli
closed
5 months ago
1
move function `find_numerical_and_categorical_variables` to find_variables.py
#718
solegalli
closed
6 months ago
1
refactor logic to remove variables from list if not in dataframe for selection classes
#717
solegalli
closed
5 months ago
0
refactor find_all_variables
#716
solegalli
closed
6 months ago
1
refactor find_or_check_datetime_variables
#715
solegalli
closed
6 months ago
1
refactor find_or_check_categorical_variables
#714
solegalli
closed
6 months ago
1
refactor find_or_check_numerical_variables
#713
solegalli
closed
6 months ago
1
refactor input checks to init parameter variables
#712
solegalli
closed
6 months ago
1
add mega pixel, fix display courses, remove older version links
#711
solegalli
closed
7 months ago
1
Add py.typed file
#710
david-cortes
closed
7 months ago
4
add cookie banner
#709
solegalli
closed
8 months ago
0
add actenis analytics
#708
solegalli
closed
8 months ago
0
`pseudolog` transformer
#707
ParadaCarleton
opened
8 months ago
8
improve seo of user guide for selection module
#706
solegalli
closed
8 months ago
2
add course and book links to engineering transformers
#705
solegalli
closed
8 months ago
1
add links to course and book in userguide-selection
#704
Bestine
closed
8 months ago
1
sort variables to ensure consistent results between runs in correlation transformers
#703
pangjac
closed
4 months ago
6
tidy badges in radme
#702
solegalli
closed
8 months ago
1
make code one click copyable in readme
#701
darigovresearch
closed
8 months ago
2
[DOCS] Make Conribution code one click copyable
#700
darigovresearch
closed
8 months ago
1
update readthedocs yaml
#699
solegalli
closed
9 months ago
1
Add missing_only init param to all imputers. missing_only is used in combination w/ the variables param.
#698
Morgan-Sell
opened
9 months ago
10
release 1.6.2
#697
solegalli
closed
9 months ago
3
add Inverse_transform() method to yeojohnson
#696
solegalli
closed
9 months ago
1
add link to license in readme
#695
solegalli
closed
9 months ago
0
Features/distances
#694
VascoSch92
opened
9 months ago
15
future warnings
#693
solegalli
opened
9 months ago
3
replace houseprice data in user guide
#692
solegalli
opened
9 months ago
0
implement partial_fit
#691
solegalli
opened
9 months ago
0
fix multiple bugs introduced by pandas, sklearn and scipy latest versions
#690
solegalli
closed
9 months ago
2
warnings in OHE with latest pandas version
#689
solegalli
closed
9 months ago
0
Geo distance transformer
#688
VascoSch92
opened
10 months ago
4
add test to ensure estimators raise errors when X has duplicated column names
#687
david-cortes
opened
11 months ago
5
Raise informative error on duplicated column names
#686
david-cortes
closed
9 months ago
6
Add semi_month to Datetime Features
#685
candalfigomoro
opened
11 months ago
1
SmartCorrelatedSelection inconsistency in features to drop
#684
vm885032
closed
4 months ago
5
add link to license in readme
#683
darigovresearch
closed
9 months ago
2
Fix unbound local variable reference
#681
david-cortes
closed
11 months ago
4
Add link to license in readme
#680
darigovresearch
closed
9 months ago
2
Add the inverse_transform method in the yeoJohnson transformer
#679
GiorgioSgl
closed
9 months ago
6
move selection docstrings to docstrings module
#678
solegalli
closed
1 year ago
1
renames transform method in base classes to check_transform_input_and_state
#677
solegalli
closed
1 year ago
11
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