These examples work on tensorflow version 0.12.1.
Run tensorboard --logdir=logs
after running an example to analyse the network.
https://github.com/aymericdamien/TensorFlow-Examples
https://www.youtube.com/watch?v=2FmcHiLCwTU
https://www.youtube.com/watch?v=Se9ByBnKb0o&index=1&list=PLXO45tsB95cJHXaDKpbwr5fC_CCYylw1f
https://www.youtube.com/watch?v=vq2nnJ4g6N0&t=1s
Adam Optimizer: https://arxiv.org/pdf/1412.6980v8.pdf
Seq2Seq Align MT: https://arxiv.org/pdf/1409.0473v7.pdf
LSTM Search Space: https://arxiv.org/pdf/1503.04069v1.pdf
https://danijar.com/introduction-to-recurrent-networks-in-tensorflow/
https://danijar.com/variable-sequence-lengths-in-tensorflow/
http://suriyadeepan.github.io/2016-12-31-practical-seq2seq/
http://suriyadeepan.github.io/2016-06-28-easy-seq2seq/
tflearn: https://github.com/ichuang/tflearn_seq2seq
https://github.com/hans/ipython-notebooks/blob/master/tf/TF%20tutorial.ipynb