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MATLAB Modules - Revision history
2024-03-29T02:40:02Z
Revision history for this page on the wiki
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http://deeplearning.stanford.edu/wiki/index.php?title=MATLAB_Modules&diff=490&oldid=prev
Cyfoo at 19:55, 29 April 2011
2011-04-29T19:55:02Z
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<td colspan='2' style="background-color: white; color:black;">Revision as of 19:55, 29 April 2011</td>
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<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>'''[[Exercise:Sparse_Autoencoder|Sparse autoencoder]]''' | [http://ufldl.stanford.edu/wiki/resources/sparseae_exercise.zip sparseae_exercise.zip]</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>'''[[Exercise:Sparse_Autoencoder|Sparse autoencoder]]''' | [http://ufldl.stanford.edu/wiki/resources/sparseae_exercise.zip sparseae_exercise.zip]</div></td></tr>
<tr><td class='diff-marker'>-</td><td style="background: #ffa; color:black; font-size: smaller;"><div>* checkNumericalGradient.m - Makes sure that computeNumericalGradient is <del class="diffchange diffchange-inline">implmeented </del>correctly</div></td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div>* checkNumericalGradient.m - Makes sure that computeNumericalGradient is <ins class="diffchange diffchange-inline">implmented </ins>correctly</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* computeNumericalGradient.m - Computes numerical gradient of a function (to be filled in)</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* computeNumericalGradient.m - Computes numerical gradient of a function (to be filled in)</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* display_network.m - Visualizes images or filters for autoencoders as a grid</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* display_network.m - Visualizes images or filters for autoencoders as a grid</div></td></tr>
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<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>'''[[Exercise:Softmax_Regression|Softmax Regression]]''' | [http://ufldl.stanford.edu/wiki/resources/softmax_exercise.zip softmax_exercise.zip]</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>'''[[Exercise:Softmax_Regression|Softmax Regression]]''' | [http://ufldl.stanford.edu/wiki/resources/softmax_exercise.zip softmax_exercise.zip]</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td></tr>
<tr><td class='diff-marker'>-</td><td style="background: #ffa; color:black; font-size: smaller;"><div>* checkNumericalGradient.m - Makes sure that computeNumericalGradient is <del class="diffchange diffchange-inline">implmeented </del>correctly</div></td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div>* checkNumericalGradient.m - Makes sure that computeNumericalGradient is <ins class="diffchange diffchange-inline">implmented </ins>correctly</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* display_network.m - Visualizes images or filters for autoencoders as a grid</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* display_network.m - Visualizes images or filters for autoencoders as a grid</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* loadMNISTImages.m - Returns a matrix containing raw MNIST images</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* loadMNISTImages.m - Returns a matrix containing raw MNIST images</div></td></tr>
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Cyfoo
http://deeplearning.stanford.edu/wiki/index.php?title=MATLAB_Modules&diff=395&oldid=prev
171.64.68.233 at 19:04, 28 April 2011
2011-04-28T19:04:31Z
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<td colspan='2' style="background-color: white; color:black;">Revision as of 19:04, 28 April 2011</td>
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<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* train.m - Framework for training and testing sparse autoencoder</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* train.m - Framework for training and testing sparse autoencoder</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td></tr>
<tr><td class='diff-marker'>-</td><td style="background: #ffa; color:black; font-size: smaller;"><div>'''[[<del class="diffchange diffchange-inline">Exercise:Vectorization|Vectorization</del>]]''' | [http://ufldl.stanford.edu/wiki/resources/mnistHelper.zip mnistHelper.zip]</div></td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div> </div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div>'''[[<ins class="diffchange diffchange-inline">Using the MNIST Dataset</ins>]]''' | [http://ufldl.stanford.edu/wiki/resources/mnistHelper.zip mnistHelper.zip]</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* loadMNISTImages.m - Returns a matrix containing raw MNIST images</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* loadMNISTImages.m - Returns a matrix containing raw MNIST images</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* loadMNISTLabels.m - Returns a matrix containing MNIST labels</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* loadMNISTLabels.m - Returns a matrix containing MNIST labels</div></td></tr>
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<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* pca_gen.m - Framework for whitening exercise</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* pca_gen.m - Framework for whitening exercise</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* sampleIMAGESRAW.m - Returns 8x8 raw unwhitened patches</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* sampleIMAGESRAW.m - Returns 8x8 raw unwhitened patches</div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;"></ins></div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div> </div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div> </div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>'''[[Exercise:Softmax_Regression|Softmax Regression]]''' | [http://ufldl.stanford.edu/wiki/resources/softmax_exercise.zip softmax_exercise.zip]</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>'''[[Exercise:Softmax_Regression|Softmax Regression]]''' | [http://ufldl.stanford.edu/wiki/resources/softmax_exercise.zip softmax_exercise.zip]</div></td></tr>
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171.64.68.233
http://deeplearning.stanford.edu/wiki/index.php?title=MATLAB_Modules&diff=394&oldid=prev
171.64.68.233 at 19:02, 28 April 2011
2011-04-28T19:02:57Z
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<td colspan='2' style="background-color: white; color:black;">Revision as of 19:02, 28 April 2011</td>
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<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>== MATLAB Modules ==</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>== MATLAB Modules ==</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td></tr>
<tr><td class='diff-marker'>-</td><td style="background: #ffa; color:black; font-size: smaller;"><div>'''[[Exercise:Sparse_Autoencoder|Sparse autoencoder]]'''</div></td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div>'''[[Exercise:Sparse_Autoencoder|Sparse autoencoder]]''' <ins class="diffchange diffchange-inline">| </ins>[http://ufldl.stanford.edu/wiki/resources/sparseae_exercise.zip sparseae_exercise.zip]</div></td></tr>
<tr><td class='diff-marker'>-</td><td style="background: #ffa; color:black; font-size: smaller;"><div> </div></td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div></div></td></tr>
<tr><td class='diff-marker'>-</td><td style="background: #ffa; color:black; font-size: smaller;"><div>[http://ufldl.stanford.edu/wiki/resources/sparseae_exercise.zip sparseae_exercise.zip]</div></td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div></div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* checkNumericalGradient.m - Makes sure that computeNumericalGradient is implmeented correctly</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* checkNumericalGradient.m - Makes sure that computeNumericalGradient is implmeented correctly</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* computeNumericalGradient.m - Computes numerical gradient of a function (to be filled in)</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* computeNumericalGradient.m - Computes numerical gradient of a function (to be filled in)</div></td></tr>
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<td colspan="2" class="diff-lineno">Line 10:</td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* train.m - Framework for training and testing sparse autoencoder</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* train.m - Framework for training and testing sparse autoencoder</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td></tr>
<tr><td class='diff-marker'>-</td><td style="background: #ffa; color:black; font-size: smaller;"><div>'''[[Exercise:Vectorization|Vectorization]]'''</div></td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div>'''[[Exercise:Vectorization|Vectorization]]''' <ins class="diffchange diffchange-inline">| </ins>[http://ufldl.stanford.edu/wiki/resources/mnistHelper.zip mnistHelper.zip]</div></td></tr>
<tr><td class='diff-marker'>-</td><td style="background: #ffa; color:black; font-size: smaller;"><div> </div></td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div></div></td></tr>
<tr><td class='diff-marker'>-</td><td style="background: #ffa; color:black; font-size: smaller;"><div>[http://ufldl.stanford.edu/wiki/resources/mnistHelper.zip mnistHelper.zip]</div></td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div></div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* loadMNISTImages.m - Returns a matrix containing raw MNIST images</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* loadMNISTImages.m - Returns a matrix containing raw MNIST images</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* loadMNISTLabels.m - Returns a matrix containing MNIST labels</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* loadMNISTLabels.m - Returns a matrix containing MNIST labels</div></td></tr>
<tr><td class='diff-marker'>-</td><td style="background: #ffa; color:black; font-size: smaller;"><div><del style="color: red; font-weight: bold; text-decoration: none;">'''[[Exercise:PCA_and_Whitening|PCA and Whitening]]'''</del></div></td><td colspan="2"> </td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td></tr>
<tr><td class='diff-marker'>-</td><td style="background: #ffa; color:black; font-size: smaller;"><div>[http://ufldl.stanford.edu/wiki/resources/pca_exercise.zip pca_exercise.zip]</div></td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div> </div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins class="diffchange diffchange-inline">'''[[Exercise:PCA_and_Whitening|PCA and Whitening]]''' | </ins>[http://ufldl.stanford.edu/wiki/resources/pca_exercise.zip pca_exercise.zip]</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* display_network.m - Visualizes images or filters for autoencoders as a grid</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* display_network.m - Visualizes images or filters for autoencoders as a grid</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* pca_gen.m - Framework for whitening exercise</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* pca_gen.m - Framework for whitening exercise</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* sampleIMAGESRAW.m - Returns 8x8 raw unwhitened patches</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* sampleIMAGESRAW.m - Returns 8x8 raw unwhitened patches</div></td></tr>
<tr><td class='diff-marker'>-</td><td style="background: #ffa; color:black; font-size: smaller;"><div> </div></td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins class="diffchange diffchange-inline"> </ins></div></td></tr>
<tr><td class='diff-marker'>-</td><td style="background: #ffa; color:black; font-size: smaller;"><div>'''[[Exercise:Softmax_Regression|Softmax Regression]]'''</div></td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div>'''[[Exercise:Softmax_Regression|Softmax Regression]]''' <ins class="diffchange diffchange-inline">| </ins>[http://ufldl.stanford.edu/wiki/resources/softmax_exercise.zip softmax_exercise.zip]</div></td></tr>
<tr><td class='diff-marker'>-</td><td style="background: #ffa; color:black; font-size: smaller;"><div> </div></td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div></div></td></tr>
<tr><td class='diff-marker'>-</td><td style="background: #ffa; color:black; font-size: smaller;"><div>[http://ufldl.stanford.edu/wiki/resources/softmax_exercise.zip softmax_exercise.zip]</div></td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div></div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* checkNumericalGradient.m - Makes sure that computeNumericalGradient is implmeented correctly</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>* checkNumericalGradient.m - Makes sure that computeNumericalGradient is implmeented correctly</div></td></tr>
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171.64.68.233
http://deeplearning.stanford.edu/wiki/index.php?title=MATLAB_Modules&diff=392&oldid=prev
Maiyifan: Filled in file contents
2011-04-28T18:43:59Z
<p>Filled in file contents</p>
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<td colspan='2' style="background-color: white; color:black;">Revision as of 18:43, 28 April 2011</td>
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<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>== MATLAB Modules ==</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>== MATLAB Modules ==</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td></tr>
<tr><td class='diff-marker'>-</td><td style="background: #ffa; color:black; font-size: smaller;"><div>'''[[Exercise:Sparse_Autoencoder|Sparse autoencoder]]''</div></td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div>'''[[Exercise:Sparse_Autoencoder|Sparse autoencoder]]<ins class="diffchange diffchange-inline">'</ins>''</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>[http://ufldl.stanford.edu/wiki/resources/sparseae_exercise.zip sparseae_exercise.zip]</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>[http://ufldl.stanford.edu/wiki/resources/sparseae_exercise.zip sparseae_exercise.zip]</div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">* checkNumericalGradient.m - Makes sure that computeNumericalGradient is implmeented correctly</ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">* computeNumericalGradient.m - Computes numerical gradient of a function (to be filled in)</ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">* display_network.m - Visualizes images or filters for autoencoders as a grid</ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">* initializeParameters.m - Initializes parameters for sparse autoencoder randomly</ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">* sampleIMAGES.m - Samples 8x8 patches from an image matrix (to be filled in)</ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">* sparseAutoencoderCost.m - Calculates cost and gradient of cost function of sparse autoencoder</ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">* train.m - Framework for training and testing sparse autoencoder</ins></div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>'''[[Exercise:Vectorization|Vectorization]]'''</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>'''[[Exercise:Vectorization|Vectorization]]'''</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>[http://ufldl.stanford.edu/wiki/resources/mnistHelper.zip mnistHelper.zip]</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>[http://ufldl.stanford.edu/wiki/resources/mnistHelper.zip mnistHelper.zip]</div></td></tr>
<tr><td class='diff-marker'>-</td><td style="background: #ffa; color:black; font-size: smaller;"><div> </div></td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins class="diffchange diffchange-inline">* loadMNISTImages.m - Returns a matrix containing raw MNIST images</ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins class="diffchange diffchange-inline">* loadMNISTLabels.m - Returns a matrix containing MNIST labels</ins></div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>'''[[Exercise:PCA_and_Whitening|PCA and Whitening]]'''</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>'''[[Exercise:PCA_and_Whitening|PCA and Whitening]]'''</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>[http://ufldl.stanford.edu/wiki/resources/pca_exercise.zip pca_exercise.zip]</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>[http://ufldl.stanford.edu/wiki/resources/pca_exercise.zip pca_exercise.zip]</div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">* display_network.m - Visualizes images or filters for autoencoders as a grid</ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">* pca_gen.m - Framework for whitening exercise</ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">* sampleIMAGESRAW.m - Returns 8x8 raw unwhitened patches</ins></div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>'''[[Exercise:Softmax_Regression|Softmax Regression]]'''</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>'''[[Exercise:Softmax_Regression|Softmax Regression]]'''</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>[http://ufldl.stanford.edu/wiki/resources/softmax_exercise.zip softmax_exercise.zip]</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>[http://ufldl.stanford.edu/wiki/resources/softmax_exercise.zip softmax_exercise.zip]</div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;"></ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">* checkNumericalGradient.m - Makes sure that computeNumericalGradient is implmeented correctly</ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">* display_network.m - Visualizes images or filters for autoencoders as a grid</ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">* loadMNISTImages.m - Returns a matrix containing raw MNIST images</ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">* loadMNISTLabels.m - Returns a matrix containing MNIST labels</ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">* softmaxCost.m - Computes cost and gradient of cost function of softmax</ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">* softmaxTrain.m - Trains a softmax model with the given parameters</ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">* train.m - Framework for this exercise</ins></div></td></tr>
</table>
Maiyifan
http://deeplearning.stanford.edu/wiki/index.php?title=MATLAB_Modules&diff=391&oldid=prev
Maiyifan: Initial commit
2011-04-28T18:20:03Z
<p>Initial commit</p>
<p><b>New page</b></p><div>== MATLAB Modules ==<br />
<br />
'''[[Exercise:Sparse_Autoencoder|Sparse autoencoder]]''<br />
<br />
[http://ufldl.stanford.edu/wiki/resources/sparseae_exercise.zip sparseae_exercise.zip]<br />
<br />
'''[[Exercise:Vectorization|Vectorization]]'''<br />
<br />
[http://ufldl.stanford.edu/wiki/resources/mnistHelper.zip mnistHelper.zip]<br />
<br />
'''[[Exercise:PCA_and_Whitening|PCA and Whitening]]'''<br />
<br />
[http://ufldl.stanford.edu/wiki/resources/pca_exercise.zip pca_exercise.zip]<br />
<br />
'''[[Exercise:Softmax_Regression|Softmax Regression]]'''<br />
<br />
[http://ufldl.stanford.edu/wiki/resources/softmax_exercise.zip softmax_exercise.zip]</div>
Maiyifan