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.

Integrations

Ratings/Reviews

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Company Information

Axel ARONIO DE ROMBLAY
Founded: 2017
mlbox.readthedocs.io/en/latest/

Videos and Screen Captures

MLBox Screenshot 1
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Product Details

Platforms Supported
Windows
Mac
Linux
Training
Documentation
Support
Online

MLBox Frequently Asked Questions

Q: What kinds of users and organization types does MLBox work with?
Q: What languages does MLBox support in their product?
Q: What type of training does MLBox provide?

MLBox Product Features

Machine Learning

Deep Learning Not Supported
ML Algorithm Library Not Supported
Model Training Not Supported
Natural Language Processing (NLP) Not Supported
Predictive Modeling Not Supported
Templates Not Supported
Visualization Not Supported
Statistical / Mathematical Tools Not Supported

MLBox Additional Categories