├── .gitignore ├── CMakeLists.txt ├── README.md ├── data ├── cifar │ └── .keep └── mnist │ └── .keep ├── experiment ├── mnist │ ├── mnist_demo.cpp │ └── mnist_demo.hpp └── mnist_demo.sh ├── include ├── Layer.hpp ├── Net.hpp ├── Tensor.hpp ├── blas_function.hpp ├── convolution_layer.hpp ├── im2col.hpp ├── log_loss_layer.hpp ├── pooling_layer.hpp ├── rand_function.hpp ├── relu_layer.hpp └── softmax_layer.hpp ├── python ├── cifar-demo.py ├── cnn │ ├── __init__.py │ ├── conv_net.py │ ├── im2col.py │ └── layers.py ├── download_cifar.py ├── download_mnist.py ├── interfaces │ ├── layers.cpp │ └── pylayer_test.py ├── load_cifar.py ├── load_mnist.py ├── mnist-demo.py ├── model │ ├── __init__.py │ ├── initial_LeNet.py │ └── initial_cifarNet.py ├── rnn │ └── naive_rnn.py └── util │ ├── gaussian_kernel.py │ ├── test_layers.py │ └── util.py ├── src ├── Net.cpp ├── blas_function.cpp ├── convolution_layer.cpp ├── log_loss_layer.cpp ├── pooling_layer.cpp ├── rand_function.cpp ├── relu_layer.cpp └── softmax_layer.cpp └── test ├── test_conv_layer.cpp ├── test_pooling_layer.cpp ├── test_relu_layer.cpp └── test_softmax_log_loss_layer.cpp /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eniac-Xie/PyConvNet/HEAD/.gitignore -------------------------------------------------------------------------------- /CMakeLists.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eniac-Xie/PyConvNet/HEAD/CMakeLists.txt -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eniac-Xie/PyConvNet/HEAD/README.md -------------------------------------------------------------------------------- /data/cifar/.keep: -------------------------------------------------------------------------------- 1 | null 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