Audience
Individuals looking for an automated Machine Learning Python library
About 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), and prediction with models interpretation. MLBox main package contains 3 sub-packages: preprocessing, optimization and prediction. Each one of them are respectively aimed at reading and preprocessing data, testing or optimizing a wide range of learners and predicting the target on a test dataset.
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Integrations
Company Information
Axel ARONIO DE ROMBLAY
Founded: 2017
mlbox.readthedocs.io/en/latest/
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Product Details
Platforms Supported
Windows
Mac
Linux
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