Automated Machine Learning Python Packages

flaml

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

autogluon-core

Fast and Accurate ML in 3 Lines of Code

autogluon-features

Fast and Accurate ML in 3 Lines of Code

autogluon-tabular

Fast and Accurate ML in 3 Lines of Code

autogluon-common

Fast and Accurate ML in 3 Lines of Code

autogluon-timeseries

Fast and Accurate ML in 3 Lines of Code

autogluon

Fast and Accurate ML in 3 Lines of Code

autogluon-multimodal

Fast and Accurate ML in 3 Lines of Code

featuretools

An open source python library for automated feature engineering

nni

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

autogluon-text

Fast and Accurate ML in 3 Lines of Code

smac

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

autogluon-vision

Fast and Accurate ML in 3 Lines of Code

tpot

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

autogluon-extra

Fast and Accurate ML in 3 Lines of Code

autogluon-mxnet

Fast and Accurate ML in 3 Lines of Code

autokeras

AutoML library for deep learning

mljar-supervised

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

a2ml

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

autoviz

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

lale

Library for Semi-Automated Data Science

hpbandster

a distributed Hyperband implementation on Steroids

autogluon-eda

Fast and Accurate ML in 3 Lines of Code

hyperactive

A unified interface for optimization algorithms and experiments