LightAutoML documentation
LightAutoML is open-source Python library aimed at automated machine learning. It is designed to be lightweight and efficient for various tasks with tabular, text data. LightAutoML provides easy-to-use pipeline creation, that enables:
Automatic hyperparameter tuning, data processing.
Automatic typing, feature selection.
Automatic time utilization.
Automatic report creation.
Easy-to-use modular scheme to create your own pipelines.