Exercise7-stacked-autoencoder
代码说明:
斯坦福深度学习教程中关于stacked autoencoder的练习代码,源代码中需要补全的地方,全部把代码补完整,把手写体识别的数据库放到路径下,可以直接运行(Stanford deep learning tutorial exercises on stacked autoencoder code, source code need to fill all places, all the full complement of the code, the handwriting recognition into the path of a database, you can run directly)
文件列表:
Exercise7 Implement deep networks for digit classification
..........................................................\checkStackedAECost.m,1695,2013-04-09
..........................................................\computeNumericalGradient.m,1531,2013-04-09
..........................................................\feedForwardAutoencoder.m,1322,2013-04-09
..........................................................\initializeParameters.m,622,2013-04-09
..........................................................\loadMNISTImages.m,811,2013-04-09
..........................................................\loadMNISTLabels.m,516,2013-04-09
..........................................................\minFunc
..........................................................\.......\ArmijoBacktrack.m,3143,2013-04-09
..........................................................\.......\autoGrad.m,807,2013-04-09
..........................................................\.......\autoHess.m,901,2013-04-09
..........................................................\.......\autoHv.m,307,2013-04-09
..........................................................\.......\autoTensor.m,870,2013-04-09
..........................................................\.......\callOutput.m,374,2013-04-09
..........................................................\.......\conjGrad.m,1763,2013-04-09
..........................................................\.......\dampedUpdate.m,953,2013-04-09
..........................................................\.......\example_minFunc.m,2421,2013-04-09
..........................................................\.......\example_minFunc_LR.m,1556,2013-04-09
..........................................................\.......\isLegal.m,106,2013-04-09
..........................................................\.......\lbfgs.m,885,2013-04-09
..........................................................\.......\lbfgsC.c,2293,2013-04-09
..........................................................\.......\lbfgsC.mexa64,7707,2013-04-09
..........................................................\.......\lbfgsC.mexglx,7733,2013-04-09
..........................................................\.......\lbfgsC.mexmac,9500,2013-04-09
..........................................................\.......\lbfgsC.mexmaci,12660,2013-04-09
..........................................................\.......\lbfgsC.mexmaci64,8800,2013-04-09
..........................................................\.......\lbfgsC.mexw32,7168,2013-04-09
..........................................................\.......\lbfgsC.mexw64,9728,2013-04-09
..........................................................\.......\lbfgsUpdate.m,594,2013-04-09
..........................................................\.......\logistic
..........................................................\.......\........\LogisticDiagPrecond.m,397,2013-04-09
..........................................................\.......\........\LogisticHv.m,208,2013-04-09
..........................................................\.......\........\LogisticLoss.m,625,2013-04-09
..........................................................\.......\........\mexutil.c,1111,2013-04-09
..........................................................\.......\........\mexutil.h,309,2013-04-09
..........................................................\.......\........\mylogsumexp.m,219,2013-04-09
..........................................................\.......\........\repmatC.c,3816,2013-04-09
..........................................................\.......\........\repmatC.dll,7680,2013-04-09
..........................................................\.......\........\repmatC.mexglx,20682,2013-04-09
..........................................................\.......\........\repmatC.mexmac,10000,2013-04-09
..........................................................\.......\mchol.m,1228,2013-04-09
..........................................................\.......\mcholC.c,3992,2013-04-09
..........................................................\.......\mcholC.mexmaci64,13184,2013-04-09
..........................................................\.......\mcholC.mexw32,8192,2013-04-09
..........................................................\.......\mcholC.mexw64,12288,2013-04-09
..........................................................\.......\mcholinc.m,539,2013-04-09
..........................................................\.......\minFunc.m,42489,2013-04-09
..........................................................\.......\minFunc_processInputOptions.m,3551,2013-04-09
..........................................................\.......\polyinterp.m,4073,2013-04-09
..........................................................\.......\precondDiag.m,41,2013-04-09
..........................................................\.......\precondTriu.m,50,2013-04-09
..........................................................\.......\precondTriuDiag.m,59,2013-04-09
..........................................................\.......\rosenbrock.m,1074,2013-04-09
..........................................................\.......\taylorModel.m,677,2013-04-09
..........................................................\.......\WolfeLineSearch.m,11106,2013-04-09
..........................................................\params2stack.m,1174,2013-04-09
..........................................................\softmaxCost.m,1992,2013-04-09
..........................................................\softmaxPredict.m,0,2013-04-09
..........................................................\softmaxTrain.m,1896,2013-04-09
..........................................................\sparseAutoencoderCost.m,4134,2013-04-09
..........................................................\sparseAutoencoderCost_modify.m,5040,2013-04-09
..........................................................\stack2params.m,1653,2013-04-09
..........................................................\stackedAECost.m,5056,2013-04-09
..........................................................\stackedAEExercise.m,11198,2013-04-09
..........................................................\stackedAEPredict.m,1530,2013-04-09
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