feature-engine/feature_engine
Feature engineering package with sklearn like functionality
PythonBSD-3-Clause
Issues
- 17
- 0
radial basis function
#764 opened by solegalli - 2
transformer to apply mean normalization
#763 opened by solegalli - 7
- 2
allow outlier trimmer and winsorizer to select optimal fold automatically based on the method to detect outliers
#754 opened by solegalli - 0
log cp transformer should NOT add a constant when variables are strictly positive
#738 opened by solegalli - 1
create CONTRIBUTING.md
#735 opened by MetroCat69 - 3
Support the use of SHAP values to get feature importances in ProbeFeatureSelection
#723 opened by sfgarcia - 1
SmartCorrelatedSelection when fitted returns all features in the .variables_ instead selected features as in the document
#730 opened by jnsofini - 2
Can't reproduce results after SelectByShuffling
#726 opened by rizatemizel - 5
- 5
- 4
- 3
ResidualEncoder for categorical varaibles
#642 opened by Morgan-Sell - 0
refactor logic to remove variables from list if not in dataframe for selection classes
#717 opened by solegalli - 8
`pseudolog` transformer
#707 opened by ParadaCarleton - 1
- 2
Add link to license in readme
#680 opened by darigovresearch - 5
add test to ensure estimators raise errors when X has duplicated column names
#687 opened by david-cortes - 1
future warnings
#693 opened by solegalli - 6
Create MatchDtypes transformer or functionality
#645 opened by kylegilde - 4
Geo distance transformer
#688 opened by VascoSch92 - 0
warnings in OHE with latest pandas version
#689 opened by solegalli - 0
replace houseprice data in user guide
#692 opened by solegalli - 0
implement partial_fit
#691 opened by solegalli - 1
Add semi_month to Datetime Features
#685 opened by candalfigomoro - 7
Encoding ordinal variables
#613 opened by david-cortes - 1
New feature: Lag or windows features grouped by
#668 opened by scardonal - 0
- 0
- 0
- 3
- 2
Limit the level of class inherintance to two.
#616 opened by Morgan-Sell - 11
PSI feature selection for categorical features
#655 opened by dlaprins - 0
add link in documentation to former versions
#650 opened by solegalli - 0
`RareLabelEncoder` with `missing_values`="ignore" does not work properly with `sklearn.compose.ColumnTransformer`
#651 opened by ClaudioSalvatoreArcidiacono - 4
fit_params not supported for SelectByShuffling (documentation suggests it is supported)
#654 opened by markdregan - 2
Unit tests not passing
#659 opened by ClaudioSalvatoreArcidiacono - 1
train_test_split that s
#661 opened by Morgan-Sell - 3
- 2
- 0
- 2
- 2
remove the boston dataset from the user guides
#631 opened by solegalli - 3
Avoid Pandas inplaces
#624 opened by luismavs - 2
PRatioEncoder class is not searchable
#630 opened by Okroshiashvili - 0
docs issue with favicons
#628 opened by solegalli - 0
discretizers should be left inclusive
#626 opened by solegalli - 1
- 4