├── .gitignore ├── LICENSE ├── README.md ├── pytorch_ipynb ├── autoencoder │ ├── ae-basic-with-rf.ipynb │ ├── ae-basic.ipynb │ ├── ae-cnn-cvae.ipynb │ ├── ae-cnn-cvae_no-out-concat.ipynb │ ├── ae-conv-nneighbor-celeba.ipynb │ ├── ae-conv-nneighbor-quickdraw-1.ipynb │ ├── ae-conv-nneighbor.ipynb │ ├── ae-conv-var.ipynb │ ├── ae-cvae.ipynb │ ├── ae-cvae_no-out-concat.ipynb │ ├── ae-deconv-jaccard.ipynb │ ├── ae-deconv-nopool.ipynb │ ├── ae-deconv.ipynb │ └── ae-var.ipynb ├── basic-ml │ ├── logistic-regression.ipynb │ ├── perceptron.ipynb │ ├── softmax-regression-mlxtend-1.ipynb │ └── softmax-regression.ipynb ├── cnn │ ├── cnn-alexnet-cifar10.ipynb │ ├── cnn-allconv.ipynb │ ├── cnn-basic.ipynb │ ├── cnn-densenet121-cifar10.ipynb │ ├── cnn-densenet121-mnist.ipynb │ ├── cnn-he-init.ipynb │ ├── cnn-lenet5-cifar10.ipynb │ ├── cnn-lenet5-mnist.ipynb │ ├── cnn-lenet5-quickdraw.ipynb │ ├── cnn-resnet101-celeba.ipynb │ ├── cnn-resnet101-cifar10.ipynb │ ├── cnn-resnet152-celeba.ipynb │ ├── cnn-resnet18-celeba-dataparallel.ipynb │ ├── cnn-resnet18-mnist.ipynb │ ├── cnn-resnet34-celeba-dataparallel.ipynb │ ├── cnn-resnet34-cifar10-pinmem.ipynb │ ├── cnn-resnet34-mnist.ipynb │ ├── cnn-resnet34-quickdraw.ipynb │ ├── cnn-resnet50-celeba-dataparallel.ipynb │ ├── cnn-resnet50-mnist.ipynb │ ├── cnn-standardized.ipynb │ ├── cnn-vgg16-cats-dogs.ipynb │ ├── cnn-vgg16-celeba-data-parallel.ipynb │ ├── cnn-vgg16-celeba.ipynb │ ├── cnn-vgg16.ipynb │ ├── cnn-vgg19.ipynb │ ├── fc-to-conv.ipynb │ ├── images │ │ └── cats-and-dogs-download-all.png │ ├── nin-cifar10.ipynb │ ├── nin-cifar10_batchnorm.ipynb │ ├── nin-cifar10_filter-response-norm.ipynb │ └── resnet-ex-1.ipynb ├── data │ ├── iris.data │ └── perceptron_toydata.txt ├── gan │ ├── dc-wgan-1.ipynb │ ├── dcgan-cats-and-dogs.ipynb │ ├── dcgan-celeba.ipynb │ ├── gan-conv-smoothing.ipynb │ ├── gan-conv.ipynb │ ├── gan.ipynb │ ├── images │ │ ├── screenshot-downl-celeba-aligned.png │ │ └── screenshot-radford-dcgan-generator.png │ └── wgan-1.ipynb ├── gnn │ ├── gnn-basic-1.ipynb │ ├── gnn-basic-edge-1.ipynb │ └── gnn-basic-graph-spectral-1.ipynb ├── helper.py ├── images │ ├── cyclical-learning-rate │ │ └── cyclical-lr.png │ ├── dataparallel │ │ ├── dataparallel.png │ │ ├── minibatch-update-dataparallel.png │ │ └── minibatch-update.png │ ├── densenet │ │ ├── densenet-fig-2.jpg │ │ └── densenet-tab-1-dnet121.jpg │ ├── fc-to-conv │ │ ├── fc-to-conv-1.png │ │ └── fc-to-conv-2.png │ ├── lenet │ │ └── lenet-5_1.jpg │ ├── manual-gradients │ │ ├── graph_1.png │ │ ├── graph_2.png │ │ └── graph_3.png │ ├── resnets │ │ ├── resnet-ex-1-1.png │ │ ├── resnet-ex-1-2.png │ │ ├── resnet-ex-1-3.png │ │ ├── resnet101 │ │ │ └── resnet101-arch-1.png │ │ ├── resnet152 │ │ │ └── resnet152-arch-1.png │ │ ├── resnet34 │ │ │ └── resnet34-arch.png │ │ └── resnet50 │ │ │ ├── resnet-50-bottleneck.png │ │ │ └── resnet50-arch-1.png │ ├── vgg16 │ │ └── vgg16-arch-table.png │ ├── vgg19 │ │ └── vgg19-arch-table.png │ └── weight-sharing │ │ ├── weight-sharing-1.png │ │ └── weight-sharing-2.png ├── mechanics │ ├── cnn-weight-sharing.ipynb │ ├── custom-data-loader-afad.ipynb │ ├── custom-data-loader-celeba.ipynb │ ├── custom-data-loader-csv.ipynb │ ├── custom-data-loader-fashionmnist.ipynb │ ├── custom-data-loader-mnist.ipynb │ ├── custom-data-loader-quickdraw.ipynb │ ├── custom-data-loader-svhn.ipynb │ ├── custom-data-loader_dating-historical-color-images.ipynb │ ├── custom-dataloader-png │ │ └── custom-dataloader-example.ipynb │ ├── figures │ │ └── fashion-mnist-sprite.png │ ├── manual-gradients.ipynb │ ├── mlp-sequential.ipynb │ ├── plot-jupyter-matplotlib.ipynb │ ├── torchvision-transform-examples.ipynb │ ├── transferlearning-vgg16.ipynb │ └── validation-splits.ipynb ├── mlp │ ├── mlp-basic.ipynb │ ├── mlp-batchnorm.ipynb │ ├── mlp-dropout.ipynb │ └── mlp-fromscratch__sigmoid-mse.ipynb ├── ordinal │ ├── ordinal-cnn-beckham2016-afadlite.ipynb │ ├── ordinal-cnn-coral-afadlite.ipynb │ └── ordinal-cnn-niu-afadlite.ipynb ├── rnn │ ├── char_rnn-charlesdickens.ipynb │ ├── rnn_bi_multilayer_lstm_own_csv_agnews.ipynb │ ├── rnn_gru_packed_imdb.ipynb │ ├── rnn_lstm_bi_imdb.ipynb │ ├── rnn_lstm_packed_imdb-glove.ipynb │ ├── rnn_lstm_packed_imdb.ipynb │ ├── rnn_lstm_packed_own_csv_imdb.ipynb │ ├── rnn_simple_imdb.ipynb │ └── rnn_simple_packed_imdb.ipynb ├── transfer │ └── transferlearning-vgg16-cifar10-1.ipynb ├── tricks │ ├── cnn-alexnet-cifar10-batchincrease.ipynb │ ├── cyclical-learning-rate.ipynb │ └── gradclipping_mlp.ipynb └── viz │ └── cnns │ └── cats-and-dogs │ ├── _cnn-basemodel__vgg16-cats-dogs.ipynb │ ├── cnn-viz-grad__vgg16-cats-dogs.ipynb │ ├── cnn-viz-guided-backprop__vgg16-cats-dogs.ipynb │ ├── datautils.py │ ├── gradient.png │ ├── images │ └── cats-and-dogs-download-all.png │ └── vgg16.py ├── requirements.txt └── tensorflow1_ipynb ├── autoencoder ├── ae-basic.ipynb ├── ae-conv-nneighbor.ipynb └── ae-deconv.ipynb ├── basic-ml ├── logistic-regression.ipynb ├── perceptron.ipynb └── 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