├── .github ├── CODEOWNERS └── workflows │ ├── canary_d2l.yml │ ├── colab.yml │ └── pr_notebook.yml ├── .gitignore ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── LICENSE-SAMPLECODE ├── LICENSE-SUMMARY ├── README.md ├── apt.txt ├── chapter_attention-mechanisms ├── attention-cues.ipynb ├── attention-scoring-functions.ipynb ├── index.md ├── multihead-attention.ipynb ├── nadaraya-watson.ipynb └── self-attention-and-positional-encoding.ipynb ├── chapter_computational-performance ├── auto-parallelism.ipynb ├── hardware.ipynb ├── index.md ├── multiple-gpus-concise.ipynb ├── multiple-gpus.ipynb └── parameterserver.ipynb ├── chapter_computer-vision ├── anchor.ipynb ├── bounding-box.ipynb ├── index.md ├── multiscale-object-detection.ipynb └── object-detection-dataset.ipynb ├── chapter_convolutional-modern ├── alexnet.ipynb ├── batch-norm.ipynb ├── densenet.ipynb ├── googlenet.ipynb ├── index.md ├── nin.ipynb ├── resnet.ipynb └── vgg.ipynb ├── chapter_convolutional-neural-networks ├── channels.ipynb ├── conv-layer.ipynb ├── index.md ├── lenet.ipynb ├── padding-and-strides.ipynb ├── pooling.ipynb └── why-conv.ipynb ├── chapter_deep-learning-computation ├── .gitignore ├── custom-layer.ipynb ├── index.md ├── model-construction.ipynb ├── parameters.ipynb ├── read-write.ipynb └── use-gpu.ipynb ├── chapter_installation └── index.ipynb ├── chapter_introduction └── index.ipynb ├── chapter_linear-networks ├── image-classification-dataset.ipynb ├── index.md ├── linear-regression-djl.ipynb ├── linear-regression-scratch.ipynb ├── linear-regression.ipynb ├── softmax-regression-djl.ipynb ├── softmax-regression-scratch.ipynb └── softmax-regression.ipynb ├── chapter_multilayer-perceptrons ├── backprop.ipynb ├── dropout.ipynb ├── environment.ipynb ├── index.md ├── mlp-djl.ipynb ├── mlp-scratch.ipynb ├── mlp.ipynb ├── numerical-stability-and-init.ipynb ├── underfit-overfit.ipynb └── weight-decay.ipynb ├── chapter_natural-language-processing-pretraining ├── .gitignore ├── approx-training.ipynb ├── glove.ipynb ├── index.md ├── subword-embedding.ipynb ├── word-embedding-dataset.ipynb └── word2vec.ipynb ├── chapter_notation └── index.ipynb ├── chapter_optimization ├── adadelta.ipynb ├── adagrad.ipynb ├── adam.ipynb ├── convexity.ipynb ├── gd.ipynb ├── index.md ├── lr-scheduler.ipynb ├── minibatch-sgd.ipynb ├── momentum.ipynb ├── optimization-intro.ipynb ├── rmsprop.ipynb └── sgd.ipynb ├── chapter_preface └── index.ipynb ├── chapter_preliminaries ├── autograd.ipynb ├── calculus.ipynb ├── index.md ├── linear-algebra.ipynb ├── lookup-api.ipynb ├── ndarray.ipynb ├── probability.ipynb └── tablesaw.ipynb ├── chapter_recommender-systems ├── .gitignore ├── ctr.ipynb └── index.md ├── chapter_recurrent-modern ├── .gitignore ├── beam-search.ipynb ├── bi-rnn.ipynb ├── deep-rnn.ipynb ├── encoder_decoder.ipynb ├── gru.ipynb ├── index.md ├── lstm.ipynb ├── machine-translation-and-dataset.ipynb └── seq2seq.ipynb ├── chapter_recurrent-neural-networks ├── bptt.ipynb ├── index.md ├── language-models-and-dataset.ipynb ├── rnn-concise.ipynb ├── rnn-scratch.ipynb ├── rnn.ipynb ├── sequence.ipynb └── text-preprocessing.ipynb ├── config.ini ├── debug ├── .gitignore ├── build.gradle ├── gradle.properties ├── gradle │ └── wrapper │ │ ├── .gitignore │ │ ├── GradleWrapperDownloader.java │ │ └── gradle-wrapper.properties ├── gradlew ├── gradlew.bat ├── settings.gradle ├── src │ └── main │ │ ├── java │ │ ├── Accumulator.java │ │ ├── Animator.java │ │ ├── Chap10Utils.java │ │ ├── DataPoints.java │ │ ├── Decoder.java │ │ ├── DotProductAttention.java │ │ ├── Encoder.java │ │ ├── EncoderDecoder.java │ │ ├── FashionMnistUtils.java │ │ ├── Functions.java │ │ ├── GradDescUtils.java │ │ ├── ImageUtils.java │ │ ├── JupyterAttentionScoringFunctions.java │ │ ├── JupyterMachineTranslationAndDataset.java │ │ ├── JupyterMultiHeadAttention.java │ │ ├── JupyterSeq2SeqLearning.java │ │ ├── MultiHeadAttention.java │ │ ├── NMT.java │ │ ├── PlotUtils.java │ │ ├── PositionalEncoding.java │ │ ├── RNNModel.java │ │ ├── RNNModelScratch.java │ │ ├── SeqDataLoader.java │ │ ├── StopWatch.java │ │ ├── TimeMachine.java │ │ ├── TimeMachineDataset.java │ │ ├── Training.java │ │ ├── TrainingChapter11.java │ │ ├── TrainingChapter9.java │ │ └── Vocab.java │ │ └── resources │ │ └── log4j2.xml └── tools │ └── gradle │ └── java-formatter.gradle ├── documentation ├── contribute.md └── troubleshoot.md ├── homework ├── problems │ ├── homework1.ipynb │ ├── homework2.ipynb │ └── homework3.ipynb └── solutions │ └── homework1_sol.ipynb ├── index.md ├── postBuild ├── test_notebook.sh ├── tools ├── add_colab_instruction.py ├── add_online_runner.py ├── colab_build.sh └── fix-colab-gpu.sh └── utils ├── Accumulator.java ├── Animator.java ├── DataPoints.java ├── FashionMnistUtils.java ├── Functions.java ├── GradDescUtils.java ├── ImageUtils.java ├── NMT.java ├── PlotUtils.java ├── StopWatch.java ├── Training.java ├── TrainingChapter11.java ├── TrainingChapter9.java ├── 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