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

  • Graphical profiling system

  • Easy-to-use modular scheme to create your own pipelines

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