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lines changed Original file line number Diff line number Diff line change 1+ Beginner Tutorials
2+ ------------------
3+
4+ 1. blitz/* and deep_learning_60min_blitz.rst
5+ Deep Learning with PyTorch: A 60 Minute Blitz
6+ http://pytorch.org/tutorials/beginner/deep_learning_60min_blitz.html
7+
8+ 2. former_torches/* and former_torchies_tutorial.rst
9+ PyTorch for former Torch users
10+ http://pytorch.org/tutorials/beginner/former_torchies_tutorial.html
11+
12+ 3. examples_*/* and pytorch_with_examples.rst
13+ Learning PyTorch with Examples
14+ http://pytorch.org/tutorials/beginner/pytorch_with_examples.html
15+
16+ 4. transfer_learning_tutorial.py
17+ Transfer Learning tutorial
18+ http://pytorch.org/tutorials/beginner/transfer_learning_tutorial.html
19+
20+ 5. nlp/* and deep_learning_nlp_tutorial.rst
21+ Deep Learning for NLP with Pytorch
22+ http://pytorch.org/tutorials/beginner/deep_learning_nlp_tutorial.html
Original file line number Diff line number Diff line change 1+ Deep Learning with PyTorch: A 60 Minute Blitz
2+ ---------------------------------------------
3+
4+ 1. tensor_tutorial.py
5+ What is PyTorch?
6+ http://pytorch.org/tutorials/beginner/blitz/tensor_tutorial.html
7+
8+ 2. autograd_tutorial.py
9+ Autograd: automatic differentiation
10+ http://pytorch.org/tutorials/beginner/blitz/autograd_tutorial.html
11+
12+ 3. neural_networks_tutorial.py
13+ Neural Networks
14+ http://pytorch.org/tutorials/beginner/blitz/neural_networks_tutorial.html#
15+
16+ 4. cifar10_tutorial.py
17+ Training a classifier
18+ http://pytorch.org/tutorials/beginner/blitz/cifar10_tutorial.html
Original file line number Diff line number Diff line change 1+ Deep Learning for NLP with Pytorch
2+ ----------------------------------
3+
4+ 1. pytorch_tutorial.py
5+ Introduction to PyTorch
6+ http://pytorch.org/tutorials/beginner/nlp/pytorch_tutorial.html
7+
8+ 2. deep_learning_tutorial.py
9+ Deep Learning with PyTorch
10+ http://pytorch.org/tutorials/beginner/nlp/deep_learning_tutorial.html
11+
12+ 3. word_embeddings_tutorial.py
13+ Word Embeddings: Encoding Lexical Semantics
14+ http://pytorch.org/tutorials/beginner/nlp/word_embeddings_tutorial.html
15+
16+ 4. sequence_models_tutorial.py
17+ Sequence Models and Long-Short Term Memory Networks
18+ http://pytorch.org/tutorials/beginner/nlp/sequence_models_tutorial.html
19+
20+ 5. advanced_tutorial.py
21+ Advanced: Making Dynamic Decisions and the Bi-LSTM CRF
22+ http://pytorch.org/tutorials/beginner/nlp/advanced_tutorial.html
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