├── README.md ├── chapter_appendix ├── aws.ipynb ├── buy-gpu.ipynb ├── d2l.ipynb ├── how-to-contribute.ipynb ├── index.ipynb ├── jupyter.ipynb ├── math.ipynb └── notation.ipynb ├── chapter_attention-mechanism ├── attention.ipynb ├── index.ipynb ├── seq2seq-attention.ipynb └── transformer.ipynb ├── chapter_computational-performance ├── async-computation.ipynb ├── auto-parallelism.ipynb ├── hybridize.ipynb ├── index.ipynb ├── multiple-gpus-gluon.ipynb └── multiple-gpus.ipynb ├── chapter_computer-vision ├── anchor.ipynb ├── bounding-box.ipynb ├── fcn.ipynb ├── fine-tuning.ipynb ├── image-augmentation.ipynb ├── index.ipynb ├── kaggle-gluon-cifar10.ipynb ├── kaggle-gluon-dog.ipynb ├── multiscale-object-detection.ipynb ├── neural-style.ipynb ├── object-detection-dataset.ipynb ├── rcnn.ipynb ├── semantic-segmentation-and-dataset.ipynb └── ssd.ipynb ├── chapter_convolutional-modern ├── alexnet.ipynb ├── batch-norm.ipynb ├── densenet.ipynb ├── googlenet.ipynb ├── index.ipynb ├── nin.ipynb ├── resnet.ipynb └── vgg.ipynb ├── chapter_convolutional-neural-networks ├── channels.ipynb ├── conv-layer.ipynb ├── index.ipynb ├── lenet.ipynb ├── padding-and-strides.ipynb ├── pooling.ipynb └── why-conv.ipynb ├── chapter_crashcourse ├── autograd.ipynb ├── index.ipynb ├── linear-algebra.ipynb ├── lookup-api.ipynb ├── naive-bayes.ipynb ├── ndarray.ipynb └── probability.ipynb ├── chapter_deep-learning-computation ├── custom-layer.ipynb ├── deferred-init.ipynb ├── index.ipynb ├── model-construction.ipynb ├── parameters.ipynb ├── read-write.ipynb └── use-gpu.ipynb ├── chapter_install └── install.ipynb ├── chapter_introduction └── intro.ipynb ├── chapter_linear-networks ├── fashion-mnist.ipynb ├── index.ipynb ├── linear-regression-gluon.ipynb ├── linear-regression-scratch.ipynb ├── linear-regression.ipynb ├── softmax-regression-gluon.ipynb ├── softmax-regression-scratch.ipynb └── softmax-regression.ipynb ├── chapter_multilayer-perceptrons ├── backprop.ipynb ├── dropout.ipynb ├── environment.ipynb ├── index.ipynb ├── kaggle-house-price.ipynb ├── mlp-gluon.ipynb ├── mlp-scratch.ipynb ├── mlp.ipynb ├── numerical-stability-and-init.ipynb ├── underfit-overfit.ipynb └── weight-decay.ipynb ├── chapter_natural-language-processing ├── approx-training.ipynb ├── fasttext.ipynb ├── glove.ipynb ├── index.ipynb ├── sentiment-analysis-cnn.ipynb ├── sentiment-analysis-rnn.ipynb ├── similarity-analogy.ipynb ├── word2vec-gluon.ipynb └── word2vec.ipynb ├── chapter_optimization ├── adadelta.ipynb ├── adagrad.ipynb ├── adam.ipynb ├── gd-sgd.ipynb ├── index.ipynb ├── minibatch-sgd.ipynb ├── momentum.ipynb ├── optimization-intro.ipynb └── rmsprop.ipynb ├── chapter_preface └── preface.ipynb ├── chapter_recurrent-neural-networks ├── beam-search.ipynb ├── bi-rnn.ipynb ├── bptt.ipynb ├── deep-rnn.ipynb ├── encoder-decoder.ipynb ├── gru.ipynb ├── index.ipynb ├── lang-model-dataset.ipynb ├── lang-model.ipynb ├── lstm.ipynb ├── machine-translation.ipynb ├── rnn-gluon.ipynb ├── rnn-scratch.ipynb ├── rnn.ipynb ├── seq2seq.ipynb └── sequence.ipynb ├── contrib ├── appendix │ └── use_sagemaker.ipynb └── chapter_crashcourse │ ├── chapter-one-problem-set.ipynb │ └── linear-algebra.ipynb ├── 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 └── timemachine.txt ├── environment.yml └── img ├── 404.jpg ├── DenseNetDense.png ├── Neuron.png ├── ResNetBlock.png ├── ResNetFull.png ├── ResNetManyFlavor.png ├── alexnet-all.png ├── anchor-label.png ├── attention.png ├── autumn_oak.jpg ├── aws.png ├── beam_search.png ├── birnn.png ├── blocks.png ├── book-org.png ├── capacity_vs_error.png ├── cat-cartoon1.png ├── cat-cartoon2.png ├── cat1.jpg ├── cat1.png ├── cat2.jpg ├── cat3.jpg ├── catdog.jpg ├── cbow.png ├── cifar10.png ├── comp-comm.png ├── connect.png ├── contrib01.png ├── contrib02.png ├── contrib03.png ├── contrib04.png ├── contrib05.png ├── contrib06.png ├── contribute.png ├── conv1d-2d.png ├── conv1d-channel.png ├── conv1d.png ├── conv_1x1.png ├── conv_multi_in.png ├── conv_pad.png ├── conv_stride.png ├── convert.sh ├── copyto.png ├── correlation.png ├── cuda.png ├── data-collection.png ├── data-parallel.png ├── death_cap.jpg ├── deep-rnn.png ├── deeplearning_amazon.png ├── dense-rnn.png ├── densenet.png ├── disk.png ├── dog-cartoon1.png ├── dog-cartoon2.jpg ├── dog-cartoon2.png ├── dog1.jpg ├── dog2.jpg ├── dog_hotdog.jpg ├── dogdogcat.png ├── dropout.png ├── dropout2.png ├── ec2.png ├── encoder-decoder.png ├── fast-rcnn.png ├── faster-rcnn.png ├── fcn.png ├── filters.png ├── finetune.png ├── flopsvsprice.png ├── forward.png ├── ftse100.png ├── functionclasses.png ├── git-clone.png ├── git-createpr.png ├── git-fork.png ├── git-forked.png ├── git-newpr.png ├── gru_1.png ├── gru_2.png ├── gru_3.png ├── gtx.png ├── hi-softmax.png ├── hmm.png ├── house_pricing.png ├── inception-full.png ├── inception.png ├── intersect.png ├── iou.png ├── 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 ├── lenet-vert.png ├── lenet.png ├── limits.png ├── linearregression.png ├── linreg.png ├── lstm_0.png ├── lstm_1.png ├── lstm_2.png ├── lstm_3.png ├── mask-rcnn.png ├── ml-loop.png ├── mlp.png ├── multi-head-attention.png ├── mxnet-website.png ├── neural-style-1.png ├── neural-style-2.png ├── neural-style.png ├── nin-compare.png ├── nin.png ├── ones_like.png ├── os.png ├── p2x.png ├── pikachu.jpg ├── pooling.png ├── popvssoda.png ├── r-cnn.png ├── rainier.jpg ├── ratbrain.jpg ├── residual-block.png ├── residual-rnn.png ├── rl-environment.png ├── rnn-bptt.png ├── rnn-train.png ├── rnn.png ├── roi.png 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