Full explanation can be found in this blog post. The source code is compatible with TensorFlow 1.1
Interested in deeper understanding of Machine Learning algorithms? Implement them in Python from scratch:
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iPython notebook and Android app that shows how to build LSTM model in TensorFlow and deploy it on Android
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