Home – Welcome to MLBox’s official documentation — MLBox 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.