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Add beginner readme
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beginner_source/README.txt

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Beginner Tutorials
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------------------
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1. blitz/* and deep_learning_60min_blitz.rst
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Deep Learning with PyTorch: A 60 Minute Blitz
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http://pytorch.org/tutorials/beginner/deep_learning_60min_blitz.html
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2. former_torches/* and former_torchies_tutorial.rst
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PyTorch for former Torch users
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http://pytorch.org/tutorials/beginner/former_torchies_tutorial.html
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3. examples_*/* and pytorch_with_examples.rst
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Learning PyTorch with Examples
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http://pytorch.org/tutorials/beginner/pytorch_with_examples.html
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4. transfer_learning_tutorial.py
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Transfer Learning tutorial
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http://pytorch.org/tutorials/beginner/transfer_learning_tutorial.html
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5. nlp/* and deep_learning_nlp_tutorial.rst
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Deep Learning for NLP with Pytorch
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http://pytorch.org/tutorials/beginner/deep_learning_nlp_tutorial.html

beginner_source/blitz/README.txt

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Deep Learning with PyTorch: A 60 Minute Blitz
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---------------------------------------------
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1. tensor_tutorial.py
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What is PyTorch?
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http://pytorch.org/tutorials/beginner/blitz/tensor_tutorial.html
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2. autograd_tutorial.py
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Autograd: automatic differentiation
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http://pytorch.org/tutorials/beginner/blitz/autograd_tutorial.html
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3. neural_networks_tutorial.py
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Neural Networks
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http://pytorch.org/tutorials/beginner/blitz/neural_networks_tutorial.html#
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4. cifar10_tutorial.py
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Training a classifier
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http://pytorch.org/tutorials/beginner/blitz/cifar10_tutorial.html

beginner_source/nlp/README.txt

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Deep Learning for NLP with Pytorch
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1. pytorch_tutorial.py
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Introduction to PyTorch
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http://pytorch.org/tutorials/beginner/nlp/pytorch_tutorial.html
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2. deep_learning_tutorial.py
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Deep Learning with PyTorch
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http://pytorch.org/tutorials/beginner/nlp/deep_learning_tutorial.html
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3. word_embeddings_tutorial.py
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Word Embeddings: Encoding Lexical Semantics
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http://pytorch.org/tutorials/beginner/nlp/word_embeddings_tutorial.html
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4. sequence_models_tutorial.py
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Sequence Models and Long-Short Term Memory Networks
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http://pytorch.org/tutorials/beginner/nlp/sequence_models_tutorial.html
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5. advanced_tutorial.py
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Advanced: Making Dynamic Decisions and the Bi-LSTM CRF
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http://pytorch.org/tutorials/beginner/nlp/advanced_tutorial.html

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