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.