├── .gitignore ├── README.md ├── chapter_appendix ├── buy-gpu.ipynb ├── d2ltorch.ipynb ├── index.md ├── jupyter.ipynb ├── math.ipynb └── notation.ipynb ├── chapter_convolutional-neural-networks ├── alexnet.ipynb ├── batch-norm.ipynb ├── channels.ipynb ├── conv-layer.ipynb ├── densenet.ipynb ├── googlenet.ipynb ├── index.md ├── lenet.ipynb ├── nin.ipynb ├── padding-and-strides.ipynb ├── pooling.ipynb ├── resnet.ipynb └── vgg.ipynb ├── chapter_deep-learning-basics ├── backprop.ipynb ├── dropout.ipynb ├── fashion-mnist.ipynb ├── index.md ├── kaggle-house-price.ipynb ├── linear-regression-nn.ipynb ├── linear-regression-scratch.ipynb ├── linear-regression.ipynb ├── mlp-nn.ipynb ├── mlp-scratch.ipynb ├── mlp.ipynb ├── numerical-stability-and-init.ipynb ├── softmax-regression-nn.ipynb ├── softmax-regression-scratch.ipynb ├── softmax-regression.ipynb ├── underfit-overfit.ipynb └── weight-decay.ipynb ├── chapter_deep-learning-computation ├── custom-layer.ipynb ├── deferred-init.ipynb ├── index.md ├── model-construction.ipynb ├── parameters.ipynb ├── read-write.ipynb └── use-gpu.ipynb ├── chapter_how-to-use └── how-to-use.ipynb ├── chapter_introduction └── deep-learning-intro.ipynb ├── chapter_natural-language-processing ├── approx-training.ipynb ├── attention.ipynb ├── beam-search.ipynb ├── fasttext.ipynb ├── glove.ipynb ├── index.md ├── machine-translation.ipynb ├── sentiment-analysis-cnn.ipynb ├── sentiment-analysis-rnn.ipynb ├── seq2seq.ipynb ├── similarity-analogy.ipynb ├── word2vec-nn.ipynb └── word2vec.ipynb ├── chapter_optimization ├── adadelta.ipynb ├── adagrad.ipynb ├── adam.ipynb ├── gd-sgd.ipynb ├── index.md ├── minibatch-sgd.ipynb ├── momentum.ipynb ├── optimization-intro.ipynb └── rmsprop.ipynb ├── chapter_preface └── preface.ipynb ├── chapter_prerequisite ├── autograd.ipynb ├── index.md ├── install.ipynb ├── lookup-api.ipynb └── tensor.ipynb ├── chapter_recurrent-neural-networks ├── bi-rnn.ipynb ├── bptt.ipynb ├── deep-rnn.ipynb ├── gru.ipynb ├── index.md ├── lang-model-dataset.ipynb ├── lang-model.ipynb ├── lstm.ipynb ├── rnn-nn.ipynb ├── rnn-scratch.ipynb └── rnn.ipynb ├── d2ltorch ├── __init__.py └── utils.py ├── data ├── airfoil_self_noise.dat ├── fr-en-small.txt ├── jaychou_lyrics.txt.zip ├── kaggle_cifar10 │ ├── test_tiny.zip │ ├── trainLabels.csv.zip │ └── train_tiny.zip ├── kaggle_dog │ └── train_valid_test_tiny.zip ├── kaggle_house_pred_test.csv ├── kaggle_house_pred_train.csv └── ptb.zip ├── environment.yml ├── img ├── 404.jpg ├── anchor-label.svg ├── attention.svg ├── autumn_oak.jpg ├── aws.png ├── beam_search.svg ├── birnn.svg ├── book-org.svg ├── capacity_vs_error.svg ├── cat1.jpg ├── catdog.jpg ├── cbow.svg ├── cifar10.png ├── comp-comm.svg ├── connect.png ├── contrib01.png ├── contrib02.png ├── contrib03.png ├── contrib04.png ├── contrib05.png ├── contrib06.png ├── conv1d-2d.svg ├── conv1d-channel.svg ├── conv1d.svg ├── conv_1x1.svg ├── conv_multi_in.svg ├── conv_pad.svg ├── conv_stride.svg ├── correlation.svg ├── cuda.png ├── data-parallel.svg ├── deep-rnn.svg ├── densenet.svg ├── disk.png ├── dropout.svg ├── ec2.png ├── fast-rcnn.svg ├── faster-rcnn.svg ├── fcn.svg ├── finetune.svg ├── forward.svg ├── gru_1.svg ├── gru_2.svg ├── gru_3.svg ├── gtx.png ├── hi-softmax.svg ├── house_pricing.png ├── inception.svg ├── install_gpu.png ├── iou.svg ├── jupyter.png ├── jupyter00.png ├── jupyter01.png ├── jupyter02.png ├── jupyter03.png ├── jupyter04.png ├── jupyter05.png ├── jupyter06.png ├── kaggle-dog.png ├── kaggle.png ├── kaggle_cifar10.png ├── kaggle_submit2.png ├── keypair.png ├── koebel.jpg ├── launching.png ├── limits.png ├── linreg.svg ├── lstm_0.svg ├── lstm_1.svg ├── lstm_2.svg ├── lstm_3.svg ├── mask-rcnn.svg ├── mlp.svg ├── neural-style-1.png ├── neural-style-2.png ├── neural-style.svg ├── nin.svg ├── ones_like.png ├── os.png ├── p2x.png ├── pikachu.jpg ├── pooling.svg ├── pytorch-website.png ├── qq.png ├── qr_adadelta.svg ├── qr_adagrad.svg ├── qr_adam.svg ├── qr_alexnet.svg ├── qr_anchor.svg ├── qr_async-computation.svg ├── qr_attention.svg ├── qr_auto-parallelism.svg ├── qr_autograd.svg ├── qr_aws.svg ├── qr_backprop.svg ├── qr_batch-norm.svg ├── qr_beam-search.svg ├── qr_bi-rnn.svg ├── qr_bounding-box.svg ├── qr_bptt.svg ├── qr_buy-gpu.svg ├── qr_channels.svg ├── qr_conv-layer.svg ├── qr_custom-layer.svg ├── qr_deep-learning-intro.svg ├── qr_deep-rnn.svg ├── qr_deferred-init.svg ├── qr_densenet.svg ├── qr_dropout.svg ├── qr_fashion-mnist.svg ├── qr_fasttext.svg ├── qr_fcn.svg ├── qr_fine-tuning.svg ├── qr_gd-sgd.svg ├── qr_glove.svg ├── qr_googlenet.svg ├── qr_gru.svg ├── qr_how-to-contribute.svg ├── qr_how-to-use.svg ├── qr_hybridize.svg ├── qr_image-augmentation.svg ├── qr_install.svg ├── qr_jupyter.svg ├── qr_kaggle-gluon-cifar10.svg ├── qr_kaggle-gluon-dog.svg ├── qr_kaggle-house-price.svg ├── qr_lang-model-dataset.svg ├── qr_lang-model.svg ├── qr_lenet.svg ├── qr_linear-regression-gluon.svg ├── qr_linear-regression-scratch.svg ├── qr_linear-regression.svg ├── qr_lookup-api.svg ├── qr_lstm.svg ├── qr_machine-translation.svg ├── qr_math.svg ├── qr_minibatch-sgd.svg ├── qr_mlp-gluon.svg ├── qr_mlp-scratch.svg ├── qr_mlp.svg ├── qr_model-construction.svg ├── qr_momentum.svg ├── qr_multiple-gpus-gluon.svg ├── qr_multiple-gpus.svg ├── qr_multiscale-object-detection.svg ├── qr_ndarray.svg ├── qr_neural-style.svg ├── qr_nin.svg ├── qr_numerical-stability-and-init.svg ├── qr_object-detection-dataset.svg ├── qr_optimization-intro.svg ├── qr_optimization-summary.svg ├── qr_padding-and-strides.svg ├── qr_parameters.svg ├── qr_pooling.svg ├── qr_rcnn.svg ├── qr_read-write.svg ├── qr_resnet.svg ├── qr_rmsprop.svg ├── qr_rnn-gluon.svg ├── qr_rnn-scratch.svg ├── qr_rnn.svg ├── qr_semantic-segmentation-and-dataset.svg ├── qr_sentiment-analysis-cnn.svg ├── qr_sentiment-analysis.svg ├── qr_seq2seq.svg ├── qr_similarity-analogy.svg ├── qr_softmax-regression-gluon.svg ├── qr_softmax-regression-scratch.svg ├── 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