Exercise:PCA and Whitening

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(Step 4b: Check covariance)
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== PCA, PCA whitening and ZCA implementation ==
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In this exercise set, you will implement PCA, PCA whitening and ZCA whitening.  
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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>[http://ufldl.stanford.edu/wiki/resources/pca_exercise.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>.
You will build on the MATLAB starter code which we have provided in <tt>[http://ufldl.stanford.edu/wiki/resources/pca_exercise.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>.

Revision as of 19:58, 29 April 2011

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