How to Use Tensorflow for Seq2seq Models (LIVE)

Let's build a Sequence to Sequence model in Tensorflow to learn exactly how they work. You can use this model to make chatbots, language translators, text generators, and much more . We'll go over memory, attention, and some variants (like bidirectional layers) both programmatically and mathematically.

Code for this video:
https://github.com/llSourcell/seq2seq_model_live/blob/master/2-seq2seq-advanced.ipynb

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More Learning resources:
https://www.tensorflow.org/tutorials/seq2seq
http://www.kdnuggets.com/2015/06/rnn-tutorial-sequence-learning-recurrent-neural-networks.html
http://suriyadeepan.github.io/2016-06-28-easy-seq2seq/
https://indico.io/blog/sequence-modeling-neuralnets-part1/
http://www.wildml.com/2016/08/rnns-in-tensorflow-a-practical-guide-and-undocumented-features/

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Видео How to Use Tensorflow for Seq2seq Models (LIVE) канала Siraj Raval