Public Repository

Last pushed: a year ago
Short Description
Python 2.7 with MLBOX and all deps installed
Full Description

Quick reference

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

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
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