add rnn-name-classification README

salmankdurrani · Sep 1, 2020 · adab92b · adab92b
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diff --git a/pytorch-lightning/lr.py → pytorch-lightning/lightning.py b/pytorch-lightning/lr.py → pytorch-lightning/lightning.py
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+## RNN In PyTorch
+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.
+
+## Watch the Tutorial
+  [![Alt text](https://img.youtube.com/vi/WEV61GmmPrk/hqdefault.jpg)](https://youtu.be/WEV61GmmPrk)
+
+## Resources
+Download the data:
+https://download.pytorch.org/tutorial/data.zip
+
+PyTorch Beginner Course:
+https://www.youtube.com/playlist?list=PLqnslRFeH2UrcDBWF5mfPGpqQDSta6VK4
+
+PyTorch Chatbot Tutorial:
+https://www.youtube.com/playlist?list=PLqnslRFeH2UrFW4AUgn-eY37qOAWQpJyg
+
+Further Readings:
+
+- https://karpathy.github.io/2015/05/21/rnn-effectiveness/
+- https://stanford.edu/~shervine/teaching/cs-230/cheatsheet-recurrent-neural-networks#architecture
+- https://pytorch.org/tutorials/intermediate/char_rnn_classification_tutorial.html