PyTorch Highway Networks
Highway networks implemented in PyTorch.
Just the MNIST example from PyTorch hacked to work with Highway layers.
Todo
Make the Highway nn.Module
reuseable and configurable.
Why does softmax work better than sigmoid? This shouldn't be the case...
Make training graphs on the MNIST dataset.
Add convolutional highway networks.
Add recurrent highway networks.
Experiment with convolutional highway networks for character embeddings.
Notes