pytorchfundamentals:PyTorch基础学习路径的课程材料
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2021-04-16
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pytorchfundamentals-main.zip （67个子文件） 
pytorchfundamentals-main computer-vision-pytorch 
3-training-dnn.ipynb 168KB 4-multilayer-dnn.ipynb 106KB 2-image-data.ipynb 20KB 6-transfer-learning.ipynb 250KB images 
cnn-pyramid.png 91KB convfilter_cactus.png 647KB onelayer_layers.png 35KB multilayer_layers.png 44KB dense_multilayer.png 139KB dense_onelayer.png 91KB 5-convolutional-nets.ipynb 271KB pytorchcv.py 6KB 7-mobilenet.ipynb 30KB 1-introduction.md 813B audio-pytorch 3-visualizations-transforms.ipynb 652KB 2-understanding-audio-data.ipynb 120KB 4-speech-model.ipynb 17KB 1-introduction.md 2KB nlp-pytorch 3-embeddings.ipynb 26KB images jalammarBERT-language-modeling-masked-lm.png 119KB
huggingface.jpg 80KB bow.png 50KB offset-rep.png 15KB embed-classifier.png 20KB
The_LSTM_Cell.svg 55KB bahdanau-fig3.png 322KB rnn_model.png 16KB encoder-decoder-attention.png 359KB word2vec.png 15KB huggingface.png 2KB rnn-generate.png 6KB unreasonable-effectiveness-of-rnn.jpg 67KB
transformer_explination.gif 152KB ASCII.png 26KB multi-lstm.jpg 28KB attention.gif 217KB 2-representing-text.ipynb 24KB 5-generative-networks.ipynb 21KB 6-attention-transformers.ipynb 17KB torchnlp.py 4KB 4-recurrent-networks.ipynb 22KB 1-introduction.md 3KB images dist_matrix.png 15KB elmo.png 50KB transformer_model.png 89KB transformer_head.gif 607KB mlp.PNG 139KB rnn_tasks.gif 3.97MB non_linear_data.gif 143KB tfidf.png 23KB 1_Q7JqxCpm-V8Pi69xtE12mA.png 19KB
requirements.txt 228B LICENSE 18KB README.md 3KB LICENSE-CODE 1KB SECURITY.md 3KB intro-to-pytorch 4-transforms.ipynb 3KB 2-tensors.ipynb 15KB 9-quickstart.ipynb 20KB images comp-graph.png 14KB 6-autograd.ipynb 13KB 3-data.ipynb 43KB 5-model.ipynb 14KB 7-optimization.ipynb 16KB 8-inference.ipynb 8KB CODE_OF_CONDUCT.md 444B .gitignore 2KB资源评论
