featuretools

by alteryx · Machine Learning

An open source python library for automated feature engineering

New0 ratings7,676 starsActive
Machine LearningAI ApplicationPythonMakefile
Open project ↗↓ Download v1.31.0GitHub⚑ Report
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About this project

"One of the holy grails of machine learning is to automate more and more of the feature engineering process." ― Pedro Domingos, A Few Useful Things to Know about Machine Learning Featuretools is a python library for automated feature engineering. See the documentation for more information. Installation Install with pip or from the Conda-forge channel on conda: Add-ons You can install add-ons individually or all at once by running: Premium Primitives - Use Premium Primitives from the premium-primitives repo NLP Primitives - Use Natural Language Primitives from the nlp-primitives repo Dask Support - Use Dask to run DFS…

Technologies

PythonMakefileautomlautomated-machine-learningautomated-feature-engineering

Project health

Recently updated
Last updatelast month
Contributors68
Latest releasev1.31.0
Open issues & PRs169
LicenseBSD-3-Clause
On GitHubsince 2017

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alteryx
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