https://github.com/kefirski/pytorch_Highway

Highway network implemented in pytorch
https://github.com/kefirski/pytorch_Highway

highway-network python pytorch

Last synced: about 1 month ago
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Highway network implemented in pytorch

• Host: GitHub
• URL: https://github.com/kefirski/pytorch_Highway
• Owner: kefirski
• License: mit
• Created: 2017-03-04T07:17:03.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2017-03-27T17:03:17.000Z (about 8 years ago)
• Last Synced: 2024-05-23T06:50:35.597Z (about 1 year ago)
• Topics: highway-network, python, pytorch
• Language: Python
• Homepage:
• Size: 20.5 KB
• Stars: 80
• Watchers: 7
• Forks: 15
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Pytorch Highway network

[Highway network](https://arxiv.org/abs/1505.00387) implemented in [PyTorch](http://www.pytorch.org).

![Highway Equation](images/highway.png)

## Usage

```python

highway = Highway(input_size, num_layers, f=torch.nn.functional.relu)

# input is [batch_size, input_size] shaped tensor

out = highway(input)

```