mlbox 0.8.5

A powerful Automated Machine Learning python library.

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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

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How to Contribute

MLBox has been developed and used by many active community members. Your help is very valuable to make it better for everyone.

• Check out call for contributions to see what can be improved, or open an issue if you want something.

• Contribute to the tests to make it more reliable.

• Contribute to the documents to make it clearer for everyone.

• Contribute to the examples to share your experience with other users.

• Open issue if you met problems during development.

For more details, please refer to CONTRIBUTING.