LSTM Part 1
Using Keras to implement LSTMs. LSTMs are a certain set of RNNs that perform well compared to vanilla LSTMs.
Code: https://github.com/sachinruk/PyData_K...
The following two blogs have really helped me understand LSTMs and are valuable resources. Please read both.
LSTM theory: colah.github.io/posts/2015-08-Understanding-LSTMs/
Code reference: http://machinelearningmastery.com/tim...