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The Top 10 Automated Machine Learning Open Source Projects
Open source projects categorized as Automated Machine Learning
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Automated Machine Learning
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microsoft/nni
⭐
13,536
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
dependent packages
0
total releases
0
most recent commit
over 2 years ago
autogluon/autogluon
⭐
9,843
Fast and Accurate ML in 3 Lines of Code
dependent packages
0
total releases
0
most recent commit
3 months ago
EpistasisLab/tpot
⭐
9,385
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages
0
total releases
0
most recent commit
over 2 years ago
keras-team/autokeras
⭐
9,023
AutoML library for deep learning
dependent packages
0
total releases
0
most recent commit
over 2 years ago
automl/auto-sklearn
⭐
7,262
Automated Machine Learning with scikit-learn
dependent packages
0
total releases
0
most recent commit
over 2 years ago
alteryx/featuretools
⭐
6,940
An open source python library for automated feature engineering
dependent packages
0
total releases
0
most recent commit
about 2 years ago
microsoft/FLAML
⭐
3,500
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
dependent packages
0
total releases
0
most recent commit
about 2 years ago
mljar/mljar-supervised
⭐
2,867
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
dependent packages
0
total releases
0
most recent commit
about 2 years ago
salesforce/TransmogrifAI
⭐
2,099
TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning
dependent packages
0
total releases
0
most recent commit
about 4 years ago
AutoViML/AutoViz
⭐
1,550
Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
dependent packages
0
total releases
0
most recent commit
over 2 years ago
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