Automated Machine Learning Python Packages

autogluon-tabular

Fast and Accurate ML in 3 Lines of Code

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-common

Fast and Accurate ML in 3 Lines of Code

autogluon-timeseries

Fast and Accurate ML in 3 Lines of Code

featuretools

An open source python library for automated feature engineering

autogluon

Fast and Accurate ML in 3 Lines of Code

autogluon-multimodal

Fast and Accurate ML in 3 Lines of Code

autogluon-text

Fast and Accurate ML in 3 Lines of Code

autogluon-vision

Fast and Accurate ML in 3 Lines of Code

nni

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

smac

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

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

autoviz

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

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

hpbandster

a distributed Hyperband implementation on Steroids

a2ml

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

lightautoml

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

hyperactive

A unified interface for optimization algorithms and experiments

lale

Library for Semi-Automated Data Science