Home - Welcome to MLBox’s official documentation

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MLBox is a powerful Automated Machine Learning python library. It provides the following features:

  • Fast reading and distributed data preprocessing/cleaning/formatting.
  • Highly robust feature selection and leak detection.
  • Accurate hyper-parameter optimization in high-dimensional space.
  • State-of-the art predictive models for classification and regression (Deep Learning, Stacking, LightGBM,...).
  • Prediction with models interpretation.

> Experiments on Kaggle : Two Sigma Connect: Rental Listing Inquiries (rank : 85/2488)

> Articles from users : Tutorial on Automated Machine Learning using MLBox & MLBox : a short regression tutorial

> Webinar : Paris ML Hors Série #13: Automated Machine Learning