├── .gitignore ├── .travis.yml ├── LICENSE.md ├── README.md ├── dezero ├── __init__.py ├── core.py ├── core_simple.py ├── cuda.py ├── dataloaders.py ├── datasets.py ├── functions.py ├── functions_conv.py ├── layers.py ├── models.py ├── optimizers.py ├── transforms.py └── utils.py ├── examples ├── gan.py ├── grad_cam.py ├── mnist.py ├── mnist_colab_gpu.ipynb ├── spiral.py ├── style_transfer.py ├── tanh.py └── vae.py ├── setup.py ├── steps ├── step01.py ├── step02.py ├── step03.py ├── step04.py ├── step05.py ├── step06.py ├── step07.py ├── step08.py ├── step09.py ├── step10.py ├── step11.py ├── step12.py ├── step13.py ├── step14.py ├── step15.py ├── step16.py ├── step17.py ├── step18.py ├── step19.py ├── step20.py ├── step21.py ├── step22.py ├── step23.py ├── step24.py ├── step25.py ├── step26.py ├── step27.py ├── step28.py ├── step29.py ├── step30.py ├── step31.py ├── step32.py ├── step33.py ├── step34.py ├── step35.py ├── step36.py ├── step37.py ├── step38.py ├── step39.py ├── step40.py ├── step41.py ├── step42.py ├── step43.py ├── step44.py ├── step45.py ├── step46.py ├── step47.py ├── step48.py ├── step49.py ├── step50.py ├── step51.py ├── step52.py ├── step53.py ├── step54.py ├── step55.py ├── step56.py ├── step57.py ├── step58.py ├── step59.py └── step60.py └── tests ├── gpu ├── gpu_test_basic_math.py ├── gpu_test_batchnorm.py ├── gpu_test_broadcast.py ├── gpu_test_conv2d.py ├── gpu_test_deconv2d.py ├── gpu_test_dropout.py ├── gpu_test_getitem.py ├── gpu_test_im2col.py ├── gpu_test_linear.py ├── gpu_test_loss.py ├── gpu_test_matmul.py ├── gpu_test_max.py ├── gpu_test_pooling.py ├── gpu_test_relu.py ├── gpu_test_sigmoid.py ├── gpu_test_softmax.py ├── gpu_test_softmax_cross_entropy.py ├── gpu_test_sum.py ├── gpu_test_transpose.py └── gpu_test_vgg16.py ├── test_basic_math.py ├── test_batchnorm.py ├── test_broadcast.py ├── test_conv2d.py ├── test_deconv2d.py ├── test_dropout.py ├── test_getitem.py ├── test_im2col.py ├── test_linear.py ├── test_loss.py ├── test_matmul.py ├── test_max.py ├── test_pooling.py ├── test_relu.py ├── test_resnet.py ├── test_sigmoid.py ├── test_softmax.py ├── test_softmax_cross_entropy.py ├── test_sum.py ├── test_transpose.py ├── test_vgg16.py └── test_weight_decay.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhangXinNan/building-deep-learning-framework/HEAD/.gitignore -------------------------------------------------------------------------------- /.travis.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhangXinNan/building-deep-learning-framework/HEAD/.travis.yml -------------------------------------------------------------------------------- /LICENSE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhangXinNan/building-deep-learning-framework/HEAD/LICENSE.md 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