deep_networks

代码说明：

  该文档包含了利用深度学习神经网络对分类问题的详细结构(Implement deep networks for digit classification)

文件列表：

Implement_deep_networks_for_digit_classification
................................................\checkNumericalGradient.m,1982,2013-04-13
................................................\checkStackedAECost.m,1695,2013-04-13
................................................\computeNumericalGradient.m,1196,2013-04-13
................................................\display_network.m,2609,2013-04-13
................................................\feedForwardAutoencoder.m,1275,2013-04-13
................................................\initializeParameters.m,622,2013-04-13
................................................\loadMNISTImages.m,811,2013-04-13
................................................\loadMNISTLabels.m,516,2013-04-13
................................................\minFunc
................................................\.......\ArmijoBacktrack.m,3143,2013-04-13
................................................\.......\autoGrad.m,807,2013-04-13
................................................\.......\autoHess.m,901,2013-04-13
................................................\.......\autoHv.m,307,2013-04-13
................................................\.......\autoTensor.m,870,2013-04-13
................................................\.......\callOutput.m,374,2013-04-13
................................................\.......\conjGrad.m,1763,2013-04-13
................................................\.......\dampedUpdate.m,953,2013-04-13
................................................\.......\example_minFunc.m,2421,2013-04-13
................................................\.......\example_minFunc_LR.m,1556,2013-04-13
................................................\.......\isLegal.m,106,2013-04-13
................................................\.......\lbfgs.m,885,2013-04-13
................................................\.......\lbfgsC.c,2293,2013-04-13
................................................\.......\lbfgsC.mexa64,7707,2013-04-13
................................................\.......\lbfgsC.mexglx,7733,2013-04-13
................................................\.......\lbfgsC.mexmac,9500,2013-04-13
................................................\.......\lbfgsC.mexmaci,12660,2013-04-13
................................................\.......\lbfgsC.mexmaci64,8800,2013-04-13
................................................\.......\lbfgsC.mexw32,7168,2013-04-13
................................................\.......\lbfgsC.mexw64,9728,2013-04-13
................................................\.......\lbfgsUpdate.m,594,2013-04-13
................................................\.......\logistic
................................................\.......\........\LogisticDiagPrecond.m,397,2013-04-13
................................................\.......\........\LogisticHv.m,208,2013-04-13
................................................\.......\........\LogisticLoss.m,625,2013-04-13
................................................\.......\........\mexutil.c,1111,2013-04-13
................................................\.......\........\mexutil.h,309,2013-04-13
................................................\.......\........\mylogsumexp.m,219,2013-04-13
................................................\.......\........\repmatC.c,3816,2013-04-13
................................................\.......\........\repmatC.dll,7680,2013-04-13
................................................\.......\........\repmatC.mexglx,20682,2013-04-13
................................................\.......\........\repmatC.mexmac,10000,2013-04-13
................................................\.......\mchol.m,1228,2013-04-13
................................................\.......\mcholC.c,3992,2013-04-13
................................................\.......\mcholC.mexmaci64,13184,2013-04-13
................................................\.......\mcholC.mexw32,8192,2013-04-13
................................................\.......\mcholC.mexw64,12288,2013-04-13
................................................\.......\mcholinc.m,539,2013-04-13
................................................\.......\minFunc.m,42489,2013-04-13
................................................\.......\minFunc_processInputOptions.m,3551,2013-04-13
................................................\.......\polyinterp.m,4073,2013-04-13
................................................\.......\precondDiag.m,41,2013-04-13
................................................\.......\precondTriu.m,50,2013-04-13
................................................\.......\precondTriuDiag.m,59,2013-04-13
................................................\.......\rosenbrock.m,1074,2013-04-13
................................................\.......\taylorModel.m,677,2013-04-13
................................................\.......\WolfeLineSearch.m,11106,2013-04-13
................................................\params2stack.m,1174,2013-04-13
................................................\sigmoid.m,137,2013-04-13
................................................\softmaxCost.m,2186,2013-04-13
................................................\softmaxPredict.m,760,2013-04-13
................................................\softmaxTrain.m,1891,2013-04-13
................................................\sparseAutoencoderCost.m,3986,2013-04-13
................................................\stack2params.m,1653,2013-04-13
................................................\stackedAECost.m,3885,2013-04-13
................................................\stackedAEExercise.asv,8935,2013-04-13
................................................\stackedAEExercise.m,8935,2013-04-13
................................................\stackedAEPredict.m,1477,2013-04-13
................................................\stackedae_exercise.zip,6358,2013-04-13