Exercise:PCA and Whitening

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(PCA, PCA whitening and ZCA implementation)
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In this problem set, you will implement PCA, PCA whitening and ZCA whitening, as described in the lecture notes.
In this problem set, you will implement PCA, PCA whitening and ZCA whitening, as described in the lecture notes.
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You will build on the MATLAB starter code which we have provided in <tt>..</tt>. You need only write code at the places indicated by "YOUR CODE HERE" in the files. The only file you need to modify is <tt>pca_gen.m</tt>.
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You will build on the MATLAB starter code which we have provided in <tt>[http://ufldl.stanford.edu/wiki/resources/pca_2d.zip pca_exercise.zip]</tt>. You need only write code at the places indicated by "YOUR CODE HERE" in the files. The only file you need to modify is <tt>pca_gen.m</tt>.
=== Step 0: Load data ===
=== Step 0: Load data ===

Revision as of 05:44, 17 April 2011

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