An autoencoder, autoassociator or Diabolo network is an artificial neural network used for unsupervised learning of efficient codings. The aim of an autoencoder is to learn a representation (encoding) for a set of data, typically for the purpose of dimensionality reduction. Recently, the autoencoder concept has become more widely used for learning generative models of data.

Filename	Size	Update
SparseAutoencoder-master	0	2014-08-05
SparseAutoencoder-master\.gitattributes	66	2014-08-05
SparseAutoencoder-master\.gitignore	504	2014-08-05
SparseAutoencoder-master\README.md	227	2014-08-05
SparseAutoencoder-master\cs294a_2011-assignment.pdf	278811	2014-08-05
SparseAutoencoder-master\data	0	2014-08-05
SparseAutoencoder-master\data\IMAGES.mat	20971720	2014-08-05
SparseAutoencoder-master\sparseAutoencoder_2011new.pdf	441206	2014-08-05
SparseAutoencoder-master\src	0	2014-08-05
SparseAutoencoder-master\src\checkNumericalGradient.m	1982	2014-08-05
SparseAutoencoder-master\src\computeNumericalGradient.m	1137	2014-08-05
SparseAutoencoder-master\src\display_network.m	2647	2014-08-05
SparseAutoencoder-master\src\initializeParameters.m	622	2014-08-05
SparseAutoencoder-master\src\minFunc	0	2014-08-05
SparseAutoencoder-master\src\minFunc\ArmijoBacktrack.m	3143	2014-08-05
SparseAutoencoder-master\src\minFunc\LICENSE.txt	1700	2014-08-05
SparseAutoencoder-master\src\minFunc\WolfeLineSearch.m	11106	2014-08-05
SparseAutoencoder-master\src\minFunc\autoGrad.m	807	2014-08-05
SparseAutoencoder-master\src\minFunc\autoHess.m	901	2014-08-05
SparseAutoencoder-master\src\minFunc\autoHv.m	307	2014-08-05
SparseAutoencoder-master\src\minFunc\autoTensor.m	870	2014-08-05
SparseAutoencoder-master\src\minFunc\callOutput.m	374	2014-08-05
SparseAutoencoder-master\src\minFunc\conjGrad.m	1763	2014-08-05
SparseAutoencoder-master\src\minFunc\dampedUpdate.m	953	2014-08-05
SparseAutoencoder-master\src\minFunc\example_minFunc.m	2421	2014-08-05
SparseAutoencoder-master\src\minFunc\example_minFunc_LR.m	1556	2014-08-05
SparseAutoencoder-master\src\minFunc\isLegal.m	106	2014-08-05
SparseAutoencoder-master\src\minFunc\lbfgs.m	885	2014-08-05
SparseAutoencoder-master\src\minFunc\lbfgsC.c	2293	2014-08-05
SparseAutoencoder-master\src\minFunc\lbfgsC.mexa64	7707	2014-08-05
SparseAutoencoder-master\src\minFunc\lbfgsC.mexglx	7733	2014-08-05
SparseAutoencoder-master\src\minFunc\lbfgsC.mexmac	9500	2014-08-05
SparseAutoencoder-master\src\minFunc\lbfgsC.mexmaci	12660	2014-08-05
SparseAutoencoder-master\src\minFunc\lbfgsC.mexmaci64	8800	2014-08-05
SparseAutoencoder-master\src\minFunc\lbfgsC.mexw32	7168	2014-08-05
SparseAutoencoder-master\src\minFunc\lbfgsC.mexw64	9728	2014-08-05
SparseAutoencoder-master\src\minFunc\lbfgsUpdate.m	594	2014-08-05
SparseAutoencoder-master\src\minFunc\logistic	0	2014-08-05
SparseAutoencoder-master\src\minFunc\logistic\LogisticDiagPrecond.m	397	2014-08-05
SparseAutoencoder-master\src\minFunc\logistic\LogisticHv.m	208	2014-08-05
SparseAutoencoder-master\src\minFunc\logistic\LogisticLoss.m	625	2014-08-05
SparseAutoencoder-master\src\minFunc\logistic\mexutil.c	1111	2014-08-05
SparseAutoencoder-master\src\minFunc\logistic\mexutil.h	309	2014-08-05
SparseAutoencoder-master\src\minFunc\logistic\mylogsumexp.m	219	2014-08-05
SparseAutoencoder-master\src\minFunc\logistic\repmatC.c	3816	2014-08-05
SparseAutoencoder-master\src\minFunc\logistic\repmatC.dll	7680	2014-08-05
SparseAutoencoder-master\src\minFunc\logistic\repmatC.mexglx	20682	2014-08-05
SparseAutoencoder-master\src\minFunc\logistic\repmatC.mexmac	10000	2014-08-05
SparseAutoencoder-master\src\minFunc\mchol.m	1228	2014-08-05
SparseAutoencoder-master\src\minFunc\mcholC.c	3992	2014-08-05
SparseAutoencoder-master\src\minFunc\mcholC.mexmaci64	13184	2014-08-05
SparseAutoencoder-master\src\minFunc\mcholC.mexw32	8192	2014-08-05
SparseAutoencoder-master\src\minFunc\mcholC.mexw64	12288	2014-08-05
SparseAutoencoder-master\src\minFunc\mcholinc.m	539	2014-08-05
SparseAutoencoder-master\src\minFunc\minFunc.m	42489	2014-08-05
SparseAutoencoder-master\src\minFunc\minFunc_processInputOptions.m	3551	2014-08-05
SparseAutoencoder-master\src\minFunc\polyinterp.m	4073	2014-08-05
SparseAutoencoder-master\src\minFunc\precondDiag.m	41	2014-08-05
SparseAutoencoder-master\src\minFunc\precondTriu.m	50	2014-08-05
SparseAutoencoder-master\src\minFunc\precondTriuDiag.m	59	2014-08-05
SparseAutoencoder-master\src\minFunc\rosenbrock.m	1074	2014-08-05
SparseAutoencoder-master\src\minFunc\taylorModel.m	677	2014-08-05
SparseAutoencoder-master\src\sampleIMAGES.m	2246	2014-08-05
SparseAutoencoder-master\src\sparseAutoencoderCost.m	4411	2014-08-05
SparseAutoencoder-master\src\sparseAutoencoderCostVectorized.m	4842	2014-08-05
SparseAutoencoder-master\src\train.m	5845	2014-08-05
SparseAutoencoder-master\src\trainVectorized.m	1322	2014-08-05
SparseAutoencoder-master\src\weights.jpg	80651	2014-08-05

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