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Top 4 featuretools open source projects

Use advanced feature engineering strategies and select best features from your data set with a single line of code.

✭ 229

python feature-selection feature-extraction xgboost feature-engineering categorical-variables rfe featuretools rfecv best-encoders feature-engg

Woodwork is a Python library that provides robust methods for managing and communicating data typing information.

✭ 97

python Makefile data-science machine-learning typing inference dataframe dataframes semantic-tags featuretools woodwork evalml nlp-primitives

exemplary-ml-pipeline

Exemplary, annotated machine learning pipeline for any tabular data problem.

✭ 23

Jupyter Notebook python modeling sklearn h2o data-visualization feature-selection feature-engineering data-cleaning machine-learning-pipelines feature-scaling data-imputation featuretools feature-encoding

featuretoolsOnSpark

A simplified version of featuretools for Spark

✭ 24

python machine-learning spark feature-engineering automl automated-machine-learning automated-feature-engineering featuretools deep-feature-synthesis

1-4 of 4 featuretools projects