nbeguier/mlbox repository overview

⁠Quick reference

• Maintained by: https://github.com/Petlefeu⁠

⁠What is MLBox ?

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

• For more details, please refer to the official documentation⁠

⁠How to use this image

docker run -it --rm nbeguier/mlbox python

To launch a python shell in your current directory :

docker run -it --rm -w ${PWD} -v ${PWD}:${PWD} nbeguier/mlbox python