Recurrent Neural Networks - EXPLAINED!
Understand exactly how RNNs work on the inside and why they are so versatile (NLP applications, Time Series Analysis, etc). We are also going to construct a recurrent neural net from scratch using only numpy!
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REFERENCES
[1] Slides from the Deep Learning book for RNNs: https://www.deeplearningbook.org/slid...
[2] Andrej Karpathy’s Blog + Code (You can probably understand more from this now!): http://karpathy.github.io/2015/05/21/...
[3] The Deep learning Book on Sequence Modeling: https://www.deeplearningbook.org/cont...
[4] Colah’s blog on LSTMs: http://colah.github.io/posts/2015-08-...
[5] Wildml for Coding RNNs: http://www.wildml.com/2015/10/recurre...
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