Variational Bayesian Least-Squares

What is VBLS toolbox?

VBLS is Variational Bayesian Least-Squares : Brain-Machine Interface Data.
Run fakeData_test.m. The indicator variables can be toggled on or off, depending on which algorithms the user wants to run.

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Variational Bayesian Least-Squares Toolbox

This file includes next files.

fakeData_test.m	: Test file to run the Variational Bayesian Least Squares (VBLS) algorithm on synthetic data sets.
vbls.m	: Source code for VBLS
arrfit.m	: Source code for adaptive ridge regression
pls_v1.m	: Source code for Partial Least Squares regression
Report	: including summary of theory and itemized deliverables (this document)
readme.txt	: instructions for how to run source code