GitHub - jngiam/scoreMatching: Score Matching Implementation for ICA

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 10 Commits
common @ ec1fe10		common @ ec1fe10
gradientChecks		gradientChecks
objFunc		objFunc
.gitmodules		.gitmodules
LICENSE		LICENSE
README		README
runExample.m		runExample.m
startup.m		startup.m

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Score Matching for ICA / TICA

* Trains using minFunc
* Dataset available at http://cs.stanford.edu/~jngiam/data/patches.mat

Cloning (read-only)
===========
git clone --recursive git://github.com/jngiam/scoreMatching.git

(use recursive due to the presence of submodules)


Quick Start
===========

Run "runExample" in Matlab


Notes
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* Uses a smaller dataset (e.g., data = data(:, 1:20000)) for faster training