ashish-kamboj / automl

AutoML Libraries for training multiple ML models in one go with less code.

AutoML Libraries For Python

AutoML Libraries	Links	Details
AutoGluon	GitHub Documentation
Auto-Keras	GitHub Documentation
Auto-Sklearn	GitHub Documentation
Auto-ViML	GitHub Documentation
EvalML	GitHub Documentation
FLAML	GitHub Documentation
Hyperopt Sklearn	GitHub Documentation
H2O AutoML	GitHub Documentation
LightAutoML	GitHub Documentation
MLBox	GitHub Documentation
MLJAR AutoML	GitHub Documentation
PyCaret	GitHub Documentation
TPOT	GitHub Documentation
TransmogrifAI	GitHub Documentation

References

1. TOP 10 AUTOML LIBRARIES FOR IMPLEMENTING IN YOUR MACHINE LEARNING PROJECTS
2. 8 AutoML Libraries to Automate Machine Learning Pipeline
3. Automated Machine Learning (AutoML) Libraries for Python
4. AutoML Libraries Comparison