mullpy

Mullpy is a machine-learning library that mainly aim to solve multi-label problems. It is classifier independent, has many ensemble capabilities (diversity methods like bagging, random subspaces, etc.) and automated results presentation (Excel, images as ROC or class-separated info, etc.). It is fully configurable. At the moment supports Neural Networks and classifiers defined in files. It is working on python3.3.

Features

Learning
Testing
Validation
Classifier independent
Auto-configuring some learning parameters
Automatic display of completely classifier info in excel format
Automatic display of figures (ROCs, scatters, easy to implement new ones)
Diversity measures for the ensembles in excel table
Meta-Ensembles construction (real outputs, oracle outputs)
SMV/WMV/ easy to implement new ones
Modular code that permits quick expansion

Project Activity

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License

GNU General Public License version 3.0 (GPLv3)

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Additional Project Details

Languages

English

Intended Audience

Information Technology, Quality Engineers, Science/Research

Programming Language

Python

Related Categories

Python Bio-Informatics Software, Python Machine Learning Software

Registered

2013-03-10

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