Home - Welcome to MLBox’s official documentation


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.