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RNN/LSTM (NN in General (AutoML Papers (Quora link, Neural Turing Machines…
RNN/LSTM
NN in General
videos
https://www.youtube.com/watch?v=BR9h47Jtqyw
https://www.youtube.com/watch?v=ILsA4nyG7I0
https://www.youtube.com/watch?v=aircAruvnKk&index=1&list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi
https://www.youtube.com/watch?v=b99UVkWzYTQ&list=PLjJh1vlSEYgvGod9wWiydumYl8hOXixNu
GRU Gated Recurrent Unit
AutoML Papers
Quora link
Neural Turing Machines
Learning to learn by gradient descent by gradient descent
Gradient-based Hyperparameter Optimization through Reversible Learning
Algorithms for Hyper-Parameter Optimization
GAC Guide Actor-Critict
lectures on RNN & LSTM
https://www.youtube.com/watch?v=WCUNPb-5EYI&t
https://docs.google.com/presentation/d/1hqYB3LRwg_-ntptHxH18W1ax9kBwkaZ1Pa_s3L7R-2Y/edit
https://www.youtube.com/watch?v=UNmqTiOnRfg
https://www.youtube.com/watch?v=iX5V1WpxxkY
Frameworks
TensorFlow
https://www.youtube.com/watch?v=l4X-kZjl1gs
PyTorch
https://www.youtube.com/watch?v=SKq-pmkekTk&list=PLlMkM4tgfjnJ3I-dbhO9JTw7gNty6o_2m
blog posts on RNN & LSTM
http://karpathy.github.io/2015/05/21/rnn-effectiveness/
gists
https://gist.github.com/karpathy/d4dee566867f8291f086