Define your own trainer extensions in Chainer
So how to implement custom extensions for trainer in Chainer? There are mainly 3 approaches. Define function Use decorator, @chainer.training.extension.make_ext...
Month: August 2017
Predict code for Penn Bank Tree (ptb) dataset
Predict code is pretty much the same with Predict code for simple sequence dataset, so I won’t explain in detail. Code The code is on the github, predict_p...
Long Short Term Memory (LSTM) introduction
Long Short Term Memory Long short term memory is advanced version of RNN, which have “Cell” c to keep long term information. LSTM network Implementati...
Training LSTM model with Penn Bank Tree (ptb) dataset
This post mainly explains train_ptb.py, uploaded on github. We have already learned RNN and LSTM network architecture, let’s apply it t...