T
tpot
EpistasisLab/tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
★10.1kstars
Jupyter Notebook
LGPL-3.0
Updated: Today
📋 Project at a Glance
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What's this?A open-source Data & Infrastructure project, built with Jupyter Notebook, focusing on adsp and ag066833
Who made it?Maintained by EpistasisLab team, 10.1K⭐ on GitHub, #196 out of 3133 in Data & Infrastructure
Why does it exist?The EpistasisLab team recognized that existing adsp tools in Data & Infrastructure were hard to use. tpot was designed to make ag066833 more accessible.
What can it do?Key use cases: aiml, alzheimer, alzheimers
How to install with AI?Use an AI coding assistant to follow the README and automatically handle the install and environment setup.
🔗 github.com/EpistasisLab/tpot | 官网 http://epistasislab.github.io/tpot/
🔗 github.com/EpistasisLab/tpot | 官网 http://epistasislab.github.io/tpot/
Topics
adspag066833aimlalzheimeralzheimersautomated-machine-learningautomationautomldata-sciencefeature-engineeringgradient-boostinghyperparameter-optimizationmachine-learningmodel-selectionniaparameter-tuningpythonrandom-forestscikit-learnu01ag066833