Automated Feature Engineering Python Packages

featuretools

An open source python library for automated feature engineering

upgini

Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of public and premium external data sources, including open & commercial LLMs

autofeat

Linear Prediction Model with Automated Feature Engineering and Selection Capabilities

llm-feat

Automated feature engineering using Large Language Models (LLMs) for tabular data

featransform

Featransform: Automated Feature Engineering for Machine Learning

featuretools-sql

Automated creation of EntitySets from relational data stored in SQL databases

featuretoolsonspark

A simplified version of featuretools for Spark

featuristic

Automated, interpretable feature engineering using symbolic regression and genetic programming.