文件名称:Softmax_exercise

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Softmax用于多分类问题,本例是将MNIST手写数字数据库中的数据0-9十个数字进行分类,其中训练样本有6万个,测试样本有1万个数字是0~9-Softmax for multi classification problems, the present case is the handwritten data MNIST digital 0-9, classification, training samples which have 60,000, there are 10,000 test samples digit 0 to 9
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下载文件列表





Softmax_exercise\computeNumericalGradient.m

................\loadMNISTImages.m

................\loadMNISTLabels.m

................\minFunc\ArmijoBacktrack.m

................\.......\autoGrad.m

................\.......\autoHess.m

................\.......\autoHv.m

................\.......\autoTensor.m

................\.......\callOutput.m

................\.......\conjGrad.m

................\.......\dampedUpdate.m

................\.......\example_minFunc.m

................\.......\example_minFunc_LR.m

................\.......\isLegal.m

................\.......\lbfgs.m

................\.......\lbfgsC.c

................\.......\lbfgsC.mexa64

................\.......\lbfgsC.mexglx

................\.......\lbfgsC.mexmac

................\.......\lbfgsC.mexmaci

................\.......\lbfgsC.mexmaci64

................\.......\lbfgsC.mexw32

................\.......\lbfgsC.mexw64

................\.......\lbfgsUpdate.m

................\.......\.ogistic\LogisticDiagPrecond.m

................\.......\........\LogisticHv.m

................\.......\........\LogisticLoss.m

................\.......\........\mexutil.c

................\.......\........\mexutil.h

................\.......\........\mylogsumexp.m

................\.......\........\repmatC.c

................\.......\........\repmatC.dll

................\.......\........\repmatC.mexglx

................\.......\........\repmatC.mexmac

................\.......\mchol.m

................\.......\mcholC.c

................\.......\mcholC.mexmaci64

................\.......\mcholC.mexw32

................\.......\mcholC.mexw64

................\.......\mcholinc.m

................\.......\minFunc.m

................\.......\minFunc_processInputOptions.m

................\.......\polyinterp.m

................\.......\precondDiag.m

................\.......\precondTriu.m

................\.......\precondTriuDiag.m

................\.......\rosenbrock.m

................\.......\taylorModel.m

................\.......\WolfeLineSearch.m

................\softmaxCost.m

................\softmaxExercise.m

................\softmaxPredict.m

................\softmaxTrain.m

................\t10k-images.idx3-ubyte

................\t10k-labels.idx1-ubyte

................\train-images.idx3-ubyte

................\train-labels.idx1-ubyte

................\minFunc\logistic

................\minFunc

Softmax_exercise

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