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GURLS

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Grand Unified Regularized Least Squares

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Description

GURLS - (Grand Unified Regularized Least Squares) is a software package for training multiclass classifiers based on the Regularized Least Squares (RLS) loss function.

The initial version has been designed and implemented in Matlab. Teh current goal is to implement an object-oriented C++ version to allow for a wider distribution of the library within the open-source developers' comunity.

Main functionalities already implemented are:

* Automatic parameter selection.
* Handle massive datasets.
* Great modularity, each method can be used independently.
* Wide range of optimization routine.

Please contact us if you want to join the developers' team or, otherwirse, feel free to download and use the library in your code and send us feedbacks about existing bugs, possible improvements and further developments.

GURLS Web Site

Categories

Machine Learning

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Additional Project Details

Programming Language

MATLAB, C++

Registered

2012-04-20

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