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MLBox is a powerful Automated Machine Learning python library. 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 model interpretation. MLBox has been developed and used by many active community members. Your help is very valuable to make it better for everyone.
Features
- Highly robust feature selection and leak detection
- Accurate hyper-parameter optimization in high-dimensional space
- Prediction with models interpretation
- State-of-the art predictive models
- Classification and regression
- Deep Learning, Stacking, LightGBM
Project Samples
License
BSD LicenseFollow MLBox
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