https://github.com/fomorians/highway-cnn

Simple convolutional highway networks using TensorFlow.
https://github.com/fomorians/highway-cnn

Last synced: about 2 months ago
JSON representation

Simple convolutional highway networks using TensorFlow.

• Host: GitHub
• URL: https://github.com/fomorians/highway-cnn
• Owner: fomorians
• Created: 2016-03-21T18:08:55.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2016-09-18T22:27:07.000Z (about 8 years ago)
• Last Synced: 2024-08-01T08:11:42.255Z (4 months ago)
• Language: Python
• Homepage: https://medium.com/jim-fleming/highway-networks-with-tensorflow-1e6dfa667daa
• Size: 6.84 KB
• Stars: 57
• Watchers: 7
• Forks: 20
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome-tensorflow - Highway Network - TensorFlow implementation of ["Training Very Deep Networks"](http://arxiv.org/abs/1507.06228) with a [blog post](https://medium.com/jim-fleming/highway-networks-with-tensorflow-1e6dfa667daa#.ndicn1i27) (Models/Projects)
• Awesome-TensorFlow-Chinese - Highway Network - TensorFlow implementation of ["Training Very Deep Networks"](http://arxiv.org/abs/1507.06228) with a [blog post](https://medium.com/jim-fleming/highway-networks-with-tensorflow-1e6dfa667daa#.ndicn1i27) (模型项目 / 微信群)
• awesome-tensorflow - Highway Network - TensorFlow implementation of ["Training Very Deep Networks"](http://arxiv.org/abs/1507.06228) with a [blog post](https://medium.com/jim-fleming/highway-networks-with-tensorflow-1e6dfa667daa#.ndicn1i27) (Models/Projects)
• fucking-awesome-tensorflow - Highway Network - TensorFlow implementation of ["Training Very Deep Networks"](http://arxiv.org/abs/1507.06228) with a 🌎 [blog post](medium.com/jim-fleming/highway-networks-with-tensorflow-1e6dfa667daa#.ndicn1i27) (Models/Projects)

README

        
# Highway Networks

Starter project for training highway networks on Fomoro.

Check out the [blog post](https://medium.com/jim-fleming/highway-networks-with-tensorflow-1e6dfa667daa).

## Training

1. [Install TensorFlow](https://www.tensorflow.org/versions/r0.7/get_started/os_setup.html#pip-installation).

2. Clone the repo: `git clone https://github.com/fomorians/highway-cnn.git && cd highway-cnn`

3. Run training: `python main.py`