├── Dataset └── MNIST │ ├── loadMNISTImages.m │ ├── loadMNISTLabels.m │ ├── t10k-images-idx3-ubyte │ ├── t10k-labels-idx1-ubyte │ ├── train-images-idx3-ubyte │ └── train-labels-idx1-ubyte ├── DebugTools ├── computeNumericalGradient.m ├── display_network.m ├── grad_check.m ├── samplePatches.m └── thetaChange.m ├── Demo ├── cnnTrain.m ├── config.m └── configTestGradient.m ├── LICENSE ├── README.md ├── Testing ├── test.m ├── testGradCom.m ├── testInit.m └── testThetaChange.m ├── TrainingMethod └── minFuncSGD.m ├── cnnCost.m ├── cnnInitParams.m └── layer ├── Test.m ├── TestPool.m ├── cnnConvolve.m ├── cnnParamsToStack.m ├── cnnPool.m └── nonlinear.m /Dataset/MNIST/loadMNISTImages.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xuzhenqi/cnn/HEAD/Dataset/MNIST/loadMNISTImages.m -------------------------------------------------------------------------------- /Dataset/MNIST/loadMNISTLabels.m: 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