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.

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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.

Code on GitHub: https://github.com/patrickloeber/pytorch-examples.

Resources¶

Download the data:

• https://download.pytorch.org/tutorial/data.zip

Further Readings:¶

• https://karpathy.github.io/2015/05/21/rnn-effectiveness/
• https://stanford.edu/~shervine/teaching/cs-230/cheatsheet-recurrent-neural-networks
• https://pytorch.org/tutorials/intermediate/char_rnn_classification_tutorial.html