动手学深度学习-pytorch-源代码
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2022-04-14
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动手学深度学习-pytorch-源代码 （400个子文件） 
d2l.bib 60KB submission.csv 21KB submission.csv 16KB image-augmentation.ipynb 2.1MB softmax-regression-scratch.ipynb 842KB softmax-regression-concise.ipynb 758KB sequence.ipynb 409KB ssd.ipynb 370KB momentum.ipynb 328KB neural-style.ipynb 326KB anchor.ipynb 308KB lr-scheduler.ipynb 308KB object-detection-dataset.ipynb 301KB transformer.ipynb 256KB fine-tuning.ipynb 249KB nadaraya-waston.ipynb 242KB sgd.ipynb 231KB optimization-intro.ipynb 230KB gd.ipynb 219KB fcn.ipynb 212KB mlp.ipynb 202KB minibatch-sgd.ipynb 202KB multiscale-object-detection.ipynb 199KB image-classification-dataset.ipynb 187KB weight-decay.ipynb 169KB underfit-overfit.ipynb 163KB linear-regression-scratch.ipynb 153KB probability.ipynb 150KB language-models-and-dataset.ipynb 141KB semantic-segmentation-and-dataset.ipynb 140KB adagrad.ipynb 136KB bounding-box.ipynb 120KB rmsprop.ipynb 117KB mlp-scratch.ipynb 105KB self-attention-and-positional-encoding.ipynb 100KB kaggle-house-price.ipynb 97KB kaggle-cifar10.ipynb 92KB batch-norm.ipynb 91KB adam.ipynb 88KB rnn-scratch.ipynb 87KB convexity.ipynb 83KB kaggle-dog.ipynb 82KB dropout.ipynb 76KB index.ipynb 73KB gru.ipynb 72KB lstm.ipynb 71KB linear-regression.ipynb 70KB multiple-gpus.ipynb 70KB multiple-gpus-concise.ipynb 65KB word-embedding-dataset.ipynb 64KB bahdanau-attention.ipynb 63KB adadelta.ipynb 58KB attention-scoring-functions.ipynb 58KB seq2seq.ipynb 57KB natural-language-inference-attention.ipynb 56KB alexnet.ipynb 55KB machine-translation-and-dataset.ipynb 54KB resnet.ipynb 52KB numerical-stability-and-init.ipynb 51KB sentiment-analysis-cnn.ipynb 51KB natural-language-inference-bert.ipynb 51KB lenet.ipynb 49KB googlenet.ipynb 49KB sentiment-analysis-rnn.ipynb 46KB densenet.ipynb 45KB vgg.ipynb 44KB bi-rnn.ipynb 44KB nin.ipynb 44KB linear-algebra.ipynb 43KB bert-pretraining.ipynb 43KB calculus.ipynb 43KB rnn-concise.ipynb 40KB sentiment-analysis-and-dataset.ipynb 40KB word2vec-pretraining.ipynb 39KB attention-cues.ipynb 36KB deep-rnn.ipynb 36KB hardware.ipynb 34KB mlp-concise.ipynb 33KB environment.ipynb 33KB ndarray.ipynb 27KB bert.ipynb 26KB bptt.ipynb 21KB softmax-regression.ipynb 20KB model-construction.ipynb 20KB index.ipynb 20KB parameters.ipynb 19KB use-gpu.ipynb 19KB bert-dataset.ipynb 19KB rnn.ipynb 18KB conv-layer.ipynb 17KB transposed-conv.ipynb 14KB similarity-analogy.ipynb 14KB linear-regression-concise.ipynb 14KB why-conv.ipynb 14KB parameterserver.ipynb 14KB natural-language-inference-and-dataset.ipynb 13KB subword-embedding.ipynb 13KB hybridize.ipynb 13KB pooling.ipynb 13KB rcnn.ipynb 13KB共 400 条
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