recurrent_neural_network
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Recurrent Neural Network
Recommended Reading
- The Unreasonable Effectiveness of Recurrent Neural Networks by Andrej Karpathy (2015)
- Recurrent Neural Networks and LSTM by Niklas Donges (2018)
- Understanding LSTM Networks by Christopher Olah (2015)
- Introduction to RNNs by Denny Britz (2015)
- Implementing a RNN with Python, Numpy and Theano by Denny Britz (2015)
- Backpropagation Through Time and Vanishing Gradients by Denny Britz (2015)
- Implementing a GRU/LSTM RNN with Python and Theano by Denny Britz (2015)
- Simplified Minimal Gated Unit Variations for Recurrent Neural Networks by Joel Heck and Fathi Salem (2017)
- Attention Is All You Need by Vaswani et al. (2017), a state-of-the-art sequence-to-sequence model, plus an illustrated guide
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