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LWPR download for Linux

Free download LWPR Linux app to run online in Ubuntu online, Fedora online or Debian online

This is the Linux app named LWPR whose latest release can be downloaded as lwpr-1.2.6.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.

Download and run online this app named LWPR with OnWorks for free.

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- 1. Downloaded this application in your PC.

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- 3. Upload this application in such filemanager.

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- 6. Download the application, install it and run it.

LWPR


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DESCRIPTION

Locally Weighted Projection Regression (LWPR) is a fully incremental, online algorithm for non-linear function approximation in high dimensional spaces, capable of handling redundant and irrelevant input dimensions. At its core, it uses locally linear models, spanned by a small number of univariate regressions in selected directions in input space. A locally weighted variant of Partial Least Squares (PLS) is employed for doing the dimensionality reduction. Please cite:
[1] Sethu Vijayakumar, Aaron D'Souza and Stefan Schaal, Incremental Online Learning in High Dimensions, Neural Computation, vol. 17, no. 12, pp. 2602-2634 (2005).
[2] Stefan Klanke, Sethu Vijayakumar and Stefan Schaal, A Library for Locally Weighted Projection Regression, Journal of Machine Learning Research (JMLR), vol. 9, pp. 623--626 (2008).
More details and usage guidelines on the code website.

Programming Language

C, MATLAB, Python



This is an application that can also be fetched from https://sourceforge.net/projects/lwpr/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.


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