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:
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
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