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Automated Machine Learning Python Packages

Python packages with the GitHub topic automated-machine-learning. Sorted by relevance, with stars and monthly downloads.
autogluon
autogluon-tabular

Fast and Accurate ML in 3 Lines of Code

1.2M 10K 1K
autogluon
autogluon-core

Fast and Accurate ML in 3 Lines of Code

1.2M 10K 1K
autogluon
autogluon-features

Fast and Accurate ML in 3 Lines of Code

1.1M 10K 1K
autogluon
autogluon-common

Fast and Accurate ML in 3 Lines of Code

1.1M 10K 1K
microsoft
flaml

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

960K 4K 560
autogluon
autogluon-timeseries

Fast and Accurate ML in 3 Lines of Code

512K 10K 1K
autogluon
autogluon

Fast and Accurate ML in 3 Lines of Code

504K 10K 1K
autogluon
autogluon-multimodal

Fast and Accurate ML in 3 Lines of Code

447K 10K 1K
alteryx
featuretools

An open source python library for automated feature engineering

238K 8K 908
autogluon
autogluon-vision

Fast and Accurate ML in 3 Lines of Code

95K 10K 1K
autogluon
autogluon-text

Fast and Accurate ML in 3 Lines of Code

71K 10K 1K
automl
smac

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

36K 1K 242
Microsoft
nni

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

31K 14K 2K
EpistasisLab
tpot

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

31K 10K 2K
awslabs
autogluon-extra

Fast and Accurate ML in 3 Lines of Code

29K 10K 1K
awslabs
autogluon-mxnet

Fast and Accurate ML in 3 Lines of Code

29K 10K 1K
AutoViML
autoviz

Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

26K 2K 214
augerai
a2ml

Common API for all "second gen" AutoML APIs: Auger.AI, Google Cloud AutoML and Azure AutoML

16K 40 9
automl
hpbandster

a distributed Hyperband implementation on Steroids

12K 630 109
keras-team
autokeras

AutoML library for deep learning

12K 9K 1K
sb-ai-lab
lightautoml

Fast and customizable framework for automatic ML model creation (AutoML)

11K 1K 65
IBM
lale

Library for Semi-Automated Data Science

10K 348 84
mljar
mljar-supervised

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

9K 3K 434
autogluon
autogluon-eda

AutoML for Image, Text, and Tabular Data

8K 10K 1K
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