PyTorch RNN Tutorial – Name Classification Using A Recurrent Neural Net
Implement a Recurrent Neural Net (RNN) from scratch in PyTorch! I briefly explain the theory and different kinds of applications of RNNs. Then we implement a RNN to do name classification.
This tutorial is closely oriented on the following article:
https://pytorch.org/tutorials/intermediate/char_rnn_classification_tutorial.html
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Code and slides:
https://github.com/python-engineer/pytorch-examples
Download the data:
https://download.pytorch.org/tutorial/data.zip
PyTorch Beginner Course:
PyTorch Chatbot Tutorial:
Further resources:
https://karpathy.github.io/2015/05/21/rnn-effectiveness/
https://stanford.edu/~shervine/teaching/cs-230/cheatsheet-recurrent-neural-networks#architecture
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