liborutgers12 / LSTMLanguageModeling

Language modeling using LSTM

Trains the model described in: (Zaremba, et. al.) Recurrent Neural Network Regularization http://arxiv.org/abs/1409.2329

Training data

The data required for this example is in the data/ dir of the PTB dataset from Tomas Mikolov's webpage:

$ wget http://www.fit.vutbr.cz/~imikolov/rnnlm/simple-examples.tgz
$ tar xvf simple-examples.tgz

Install prerequisite packages

From folder /PATH/LSTMLanguageModeling/, run in Terminal

$ ./setup.sh

Train and test the model

From folder /PATH/LSTMLanguageModeling/. run in Terminal

$ python lstm_langmodel.py