├── README.md └── saeFCM_Git ├── 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 │ ├── 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 ├── saeFCM ├── AEHFCM_predict.m ├── DataforHFCM.m ├── HFCMCostW2x.m ├── SAE_FCM_github.m ├── feedForwardAutoencoder.m ├── initializeParameters_nonneg.m ├── sp500.csv └── sparseAutoencoderCost_nonneg.m └── softmax ├── computeNumericalGradient.m ├── softmaxCost_nonneg.m ├── softmaxPredict.m └── softmaxTrain_nonneg.m /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/README.md -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/ArmijoBacktrack.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/ArmijoBacktrack.m -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/WolfeLineSearch.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/WolfeLineSearch.m -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/autoGrad.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/autoGrad.m -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/autoHess.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/autoHess.m -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/autoHv.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/autoHv.m -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/autoTensor.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/autoTensor.m -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/callOutput.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/callOutput.m -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/conjGrad.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/conjGrad.m -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/dampedUpdate.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/dampedUpdate.m -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/example_minFunc.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/example_minFunc.m -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/example_minFunc_LR.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/example_minFunc_LR.m -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/isLegal.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/isLegal.m -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/lbfgs.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/lbfgs.m -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/lbfgsC.c: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/lbfgsC.c -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/lbfgsC.mexa64: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/lbfgsC.mexa64 -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/lbfgsC.mexglx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/lbfgsC.mexglx -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/lbfgsC.mexmac: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/lbfgsC.mexmac -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/lbfgsC.mexmaci: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/lbfgsC.mexmaci -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/lbfgsC.mexmaci64: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/lbfgsC.mexmaci64 -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/lbfgsC.mexw32: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/lbfgsC.mexw32 -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/lbfgsC.mexw64: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/lbfgsC.mexw64 -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/lbfgsUpdate.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/lbfgsUpdate.m -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/logistic/LogisticDiagPrecond.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/logistic/LogisticDiagPrecond.m -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/logistic/LogisticHv.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/logistic/LogisticHv.m -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/logistic/LogisticLoss.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/logistic/LogisticLoss.m -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/logistic/mexutil.c: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/logistic/mexutil.c -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/logistic/mexutil.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/logistic/mexutil.h -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/logistic/mylogsumexp.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/logistic/mylogsumexp.m -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/logistic/repmatC.c: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/logistic/repmatC.c -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/logistic/repmatC.dll: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/logistic/repmatC.dll -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/logistic/repmatC.mexglx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/logistic/repmatC.mexglx -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/logistic/repmatC.mexmac: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/logistic/repmatC.mexmac -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/mchol.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/mchol.m -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/mcholC.c: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/mcholC.c -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/mcholC.mexmaci64: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/mcholC.mexmaci64 -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/mcholC.mexw32: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/mcholC.mexw32 -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/mcholC.mexw64: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/mcholC.mexw64 -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/mcholinc.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/mcholinc.m -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/minFunc.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/minFunc.m -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/minFunc_processInputOptions.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/minFunc_processInputOptions.m -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/polyinterp.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/polyinterp.m -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/precondDiag.m: -------------------------------------------------------------------------------- 1 | function [y] = precondDiag(r,D) 2 | y = D.*r; -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/precondTriu.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/precondTriu.m -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/precondTriuDiag.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/precondTriuDiag.m -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/rosenbrock.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/rosenbrock.m -------------------------------------------------------------------------------- /saeFCM_Git/minFunc/taylorModel.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/minFunc/taylorModel.m -------------------------------------------------------------------------------- /saeFCM_Git/saeFCM/AEHFCM_predict.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/saeFCM/AEHFCM_predict.m -------------------------------------------------------------------------------- /saeFCM_Git/saeFCM/DataforHFCM.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/saeFCM/DataforHFCM.m -------------------------------------------------------------------------------- /saeFCM_Git/saeFCM/HFCMCostW2x.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/saeFCM/HFCMCostW2x.m -------------------------------------------------------------------------------- /saeFCM_Git/saeFCM/SAE_FCM_github.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/saeFCM/SAE_FCM_github.m -------------------------------------------------------------------------------- /saeFCM_Git/saeFCM/feedForwardAutoencoder.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/saeFCM/feedForwardAutoencoder.m -------------------------------------------------------------------------------- /saeFCM_Git/saeFCM/initializeParameters_nonneg.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/saeFCM/initializeParameters_nonneg.m -------------------------------------------------------------------------------- /saeFCM_Git/saeFCM/sp500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/saeFCM/sp500.csv -------------------------------------------------------------------------------- /saeFCM_Git/saeFCM/sparseAutoencoderCost_nonneg.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/saeFCM/sparseAutoencoderCost_nonneg.m -------------------------------------------------------------------------------- /saeFCM_Git/softmax/computeNumericalGradient.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/softmax/computeNumericalGradient.m -------------------------------------------------------------------------------- /saeFCM_Git/softmax/softmaxCost_nonneg.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/softmax/softmaxCost_nonneg.m -------------------------------------------------------------------------------- /saeFCM_Git/softmax/softmaxPredict.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/softmax/softmaxPredict.m -------------------------------------------------------------------------------- /saeFCM_Git/softmax/softmaxTrain_nonneg.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparseL/SAE-FCM/HEAD/saeFCM_Git/softmax/softmaxTrain_nonneg.m --------------------------------------------------------------------------------