automated-machine-learning topic

List automated-machine-learning repositories

auto_ml

1.6k
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312
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[UNMAINTAINED] Automated machine learning for analytics & production

nni

13.8k
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1.8k
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An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

autogluon

7.2k
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855
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Fast and Accurate ML in 3 Lines of Code

MLBox

1.5k
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274
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MLBox is a powerful Automated Machine Learning python library.

FLAML

3.7k
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490
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A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

TransmogrifAI

2.2k
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394
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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

autofeat

481
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58
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Linear Prediction Model with Automated Feature Engineering and Selection Capabilities

archai

458
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90
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Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.

tpot

9.7k
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1.6k
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A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.