Submission to Sirajology's coding challenge: https://www.youtube.com/watch?v=SJDEOWLHYVo
Generates sequences similar to passages in The Lord of The Rings using a LSTM neural network. Trained on Tolkiens trilogy
The three books are in the input.txt file The model can be trained and tested with the train_network and create_text jupyter notebooks respectivly
The results for training with 10 epochs using Google Datalab (cloud computing) is in the LOR_network.tflearn file.