awesome automl libraries

Awesome auto machine learning model and hyperparameter training libraries

For Tensorflow/Keras Models

talos - Hyperparameter Optimization for Keras Models
AutoKeras - AutoKeras
ludwig - ludwig, built on top of Tensorflow

H2O

H2O automl - H2O automl

scikit-learn

HungaBunga - HungaBunga
auto-sklearn - Automated Machine Learning with scikit-learn
Auto-ViML - Automatically Build Multiple ML Models with a Single Line of Code
TPOT - TPOT

AWS

autogluon - AutoGluon: AutoML Toolkit for Deep Learning

Feature engineering

Featuretools - Featuretools

Genomics

GenoML - an Automated Machine Learning (AutoML) for Genomics

Benchmark

automlbenchmark - OpenML AutoML Benchmarking Framework

Templates/Frameworks

PyTorch Lightning + Hydra template (https://github.com/ashleve/lightning-hydra-template) - A template for rapid and reproducible ML experimentation with best practices.

Misc

auto_ml - auto_ml, unmaintained
auto-sklearn - auto-sklean
AutoGAN - AutoGAN
TransmogrifAI - TransmogrifAI
MLBox - MLBox is a powerful Automated Machine Learning python library
ATM - Auto Tune Models - A multi-tenant, multi-data system for automated machine learning (model selection and tuning) python library.
Foreshadow - Foreshadow: Simple Machine Learning Scaffolding
MLjar - MLJar: does not seem actively maintained
MindsDB - MindsDB is a free, open-source autoML framework to streamline the use of neural networks.