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UFLDL-Exercise

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  • Update : 2015-01-28
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Deep learning, exercises of Stanford university ,which can be realized and run
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UFLDL-Tutorial-Exercise-5c09e002ee2a70f69e0414a8bee3a2806905b0dd
................................................................\Exercise1 Sparse Autoencoder
................................................................\............................\checkNumericalGradient.m
................................................................\............................\computeNumericalGradient.m
................................................................\............................\display_network.m
................................................................\............................\initializeParameters.m
................................................................\............................\minFunc
................................................................\............................\.......\ArmijoBacktrack.m
................................................................\............................\.......\WolfeLineSearch.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
................................................................\............................\.......\logistic
................................................................\............................\.......\........\LogisticDiagPrecond.m
................................................................\............................\.......\........\LogisticHv.m
................................................................\............................\.......\........\LogisticLoss.m
................................................................\............................\.......\........\mexutil.c
................................................................\............................\.......\........\mexutil.h
................................................................\................
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