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大小: 0.13M文件類型: .rar金幣: 1下載: 0 次發(fā)布日期: 2021-02-12
- 語言: Matlab
- 標(biāo)簽: 深度學(xué)習(xí)??matlab??深度稀疏??autoencoder??
資源簡介
網(wǎng)址:http://deeplearning.stanford.edu/wiki/index.php/Exercise:Sparse_Autoencoder斯坦福深度學(xué)習(xí)的教程,這個是稀疏編碼的的練習(xí),可以直接運行
代碼片段和文件信息
function?[]?=?checkNumericalGradient()
%?This?code?can?be?used?to?check?your?numerical?gradient?implementation?
%?in?computeNumericalGradient.m
%?It?analytically?evaluates?the?gradient?of?a?very?simple?function?called
%?simpleQuadraticFunction?(see?below)?and?compares?the?result?with?your?numerical
%?solution.?Your?numerical?gradient?implementation?is?incorrect?if
%?your?numerical?solution?deviates?too?much?from?the?analytical?solution.
??
%?Evaluate?the?function?and?gradient?at?x?=?[4;?10];?(Here?x?is?a?2d?vector.)
x?=?[4;?10];
[value?grad]?=?simpleQuadraticFunction(x);
%?Use?your?code?to?numerically?compute?the?gradient?of?simpleQuadraticFunction?at?x.
%?(The?notation?“@simpleQuadraticFunction“?denotes?a?pointer?to?a?function.)
numgrad?=?computeNumericalGradient(@simpleQuadraticFuncti
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
????.......??????1982??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\checkNumericalGradient.m
????.......??????1531??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\computeNumericalGradient.m
????.......??????2647??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\display_network.m
????.......???????622??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\initializeParameters.m
????.......??????3143??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\minFunc\ArmijoBacktrack.m
????.......???????807??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\minFunc\autoGrad.m
????.......???????901??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\minFunc\autoHess.m
????.......???????307??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\minFunc\autoHv.m
????.......???????870??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\minFunc\autoTensor.m
????.......???????374??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\minFunc\callOutput.m
????.......??????1763??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\minFunc\conjGrad.m
????.......???????953??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\minFunc\dampedUpdate.m
????.......??????2421??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\minFunc\example_minFunc.m
????.......??????1556??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\minFunc\example_minFunc_LR.m
????.......???????106??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\minFunc\isLegal.m
????.......???????885??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\minFunc\lbfgs.m
????.......??????2293??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\minFunc\lbfgsC.c
????.......??????7707??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\minFunc\lbfgsC.mexa64
????.......??????7733??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\minFunc\lbfgsC.mexglx
????.......??????9500??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\minFunc\lbfgsC.mexmac
????.......?????12660??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\minFunc\lbfgsC.mexmaci
????.......??????8800??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\minFunc\lbfgsC.mexmaci64
????.......??????7168??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\minFunc\lbfgsC.mexw32
????.......??????9728??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\minFunc\lbfgsC.mexw64
????.......???????594??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\minFunc\lbfgsUpdate.m
????.......???????397??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\minFunc\logistic\LogisticDiagPrecond.m
????.......???????208??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\minFunc\logistic\LogisticHv.m
????.......???????625??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\minFunc\logistic\LogisticLoss.m
????.......??????1111??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\minFunc\logistic\mexutil.c
????.......???????309??2013-04-09?11:03??Exercise1?Sparse?Autoencoder\minFunc\logistic\mexutil.h
............此處省略30個文件信息
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