├── Deep-Learning-for-Beginners-master ├── Python │ ├── README.md │ ├── ch.2 │ │ ├── DeltaBatch.py │ │ ├── DeltaSGD.py │ │ ├── DeltaXOR.py │ │ ├── SGDvsBatch.py │ │ ├── Sigmoid.py │ │ ├── TestDeltaBatch.py │ │ ├── TestDeltaSGD.py │ │ └── TestDeltaXOR.py │ ├── ch.3 │ │ ├── BackpropCE.py │ │ ├── BackpropMnt.py │ │ ├── BackpropXOR.py │ │ ├── CEvsSSE.py │ │ ├── Sigmoid.py │ │ ├── TestBackpropCE.py │ │ ├── TestBackpropMmt.py │ │ └── TestBackpropXOR.py │ ├── ch.4 │ │ ├── MultiClass.py │ │ ├── RealMultiClass.py │ │ ├── Sigmoid.py │ │ ├── Softmax.py │ │ └── TestMultiClass.py │ ├── ch.5 │ │ ├── DeepDropout.py │ │ ├── DeepReLU.py │ │ ├── Dropout.py │ │ ├── ReLU.py │ │ ├── Sigmoid.py │ │ ├── Softmax.py │ │ ├── TestDeepDropout.py │ │ └── TestDeepReLU.py │ └── ch.6 │ │ ├── Conv.py │ │ ├── LoadMnistData.py │ │ ├── MNIST │ │ ├── t10k-images-idx3-ubyte.gz │ │ ├── t10k-images.idx3-ubyte │ │ ├── t10k-labels-idx1-ubyte.gz │ │ ├── t10k-labels.idx1-ubyte │ │ └── train-labels.idx1-ubyte │ │ ├── MnistConv.py │ │ ├── Pool.py │ │ ├── ReLU.py │ │ ├── Sigmoid.py │ │ ├── Softmax.py │ │ └── TestMnistConv.py ├── README.md ├── ch.2 │ ├── DeltaBatch.m │ ├── DeltaSGD.m │ ├── DeltaXOR.m │ ├── SGDvsBatch.m │ ├── Sigmoid.m │ ├── TestDeltaBatch.m │ ├── TestDeltaSGD.m │ └── TestDeltaXOR.m ├── ch.3 │ ├── BackpropCE.m │ ├── BackpropMmt.m │ ├── BackpropXOR.m │ ├── CEvsSSE.m │ ├── Sigmoid.m │ ├── TestBackpropCE.m │ ├── TestBackpropMmt.m │ └── TestBackpropXOR.m ├── ch.4 │ ├── MultiClass.m │ ├── RealMultiClass.m │ ├── Sigmoid.m │ ├── Softmax.m │ ├── TestMultiClass.m │ └── rng.m ├── ch.5 │ ├── DeepDropout.m │ ├── DeepReLU.m │ ├── Dropout.m │ ├── ReLU.m │ ├── Sigmoid.m │ ├── Softmax.m │ ├── TestDeepDropout.m │ └── TestDeepReLU.m └── ch.6 │ ├── Conv.m │ ├── MNIST │ ├── t10k-images.idx3-ubyte │ ├── t10k-labels.idx1-ubyte │ └── train-labels.idx1-ubyte │ ├── MnistConv.m │ ├── MnistConv.mat │ ├── PlotFeatures.m │ ├── Pool.m │ ├── ReLU.m │ ├── Softmax.m │ ├── TestMnistConv.m │ ├── display_network.m │ ├── 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