Lynx MATLAB Toolbox

Version 1.3.0.0 (2,22 MB) von Simone
A toolbox for the design of complex machine learning experiments
5.0
(6)
2,3K Downloads
Aktualisiert 4. Sep 2016
Lizenz auf GitHub anzeigen

Lynx is a research-oriented MATLAB toolbox for designing in a fast way supervised machine learning experiments. Details of a simulation can be specified under a configuration file, and the toolbox takes charge of loading data, partitioning it, testing the algorithms and visualizing the results. Additionally, it has support for parallelizing the experiments, and enabling GPU support. This makes large experiments easily repeatable and modifiable.
We have currently pre-implemented several algorithms (e.g. support vector machines, kernel ridge regression...), optimization routines (grid-search procedures, searching the optimal feature subset...), and datasets.

You can see examples of use (taken from my research papers) on:
http://ispac.diet.uniroma1.it/scardapane/software/code/

Please do not hesitate to contact me for any help. Problems and bugs can be reported also on the GitHub page where I will try to answer daily. The toolbox has been tested from MATLAB R2013a up to MATLAB R2015a.

Zitieren als

Simone (2026). Lynx MATLAB Toolbox (https://github.com/ispamm/Lynx-Toolbox), GitHub. Abgerufen.

Kompatibilität der MATLAB-Version
Erstellt mit R2013a
Kompatibel mit allen Versionen
Plattform-Kompatibilität
Windows macOS Linux
Kategorien
Mehr zu MATLAB Parallel Server finden Sie in Help Center und MATLAB Answers
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Versionen, die den GitHub-Standardzweig verwenden, können nicht heruntergeladen werden

Version Veröffentlicht Versionshinweise
1.3.0.0

Re-updated description linking to GitHub bug report.
Fixed link.
1.1.0.0

I have updated the description of the toolbox.
1.0.0.0

Um Probleme in diesem GitHub Add-On anzuzeigen oder zu melden, besuchen Sie das GitHub Repository.
Um Probleme in diesem GitHub Add-On anzuzeigen oder zu melden, besuchen Sie das GitHub Repository.