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Automated Feature Engineering Python Packages

Python packages with the GitHub topic automated-feature-engineering. Sorted by relevance, with stars and monthly downloads.
alteryx
featuretools

An open source python library for automated feature engineering

238K 8K 908
upgini
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

37K 349 26
cod3licious
autofeat

Linear Prediction Model with Automated Feature Engineering and Selection Capabilities

3K 537 65
codeastra2
llm-feat

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

534 3 0
TsLu1s
featransform

Featransform: Automated Feature Engineering for Machine Learning

388 5 0
alteryx
featuretools-sql

Automated creation of EntitySets from relational data stored in SQL databases

359 10 0
giantcroc
featuretoolsonspark

A simplified version of featuretools for Spark

304 31 13
martineastwood
featuristic

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

239 7 2
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