https://github.com/omimo/xrbm
Implementation of Restricted Boltzmann Machine (RBM) and its variants in Tensorflow
https://github.com/omimo/xrbm
crbm library machine-learning mnist-dataset python rbm restricted-boltzmann-machine tensorflow
Last synced: 10 months ago
JSON representation
Implementation of Restricted Boltzmann Machine (RBM) and its variants in Tensorflow
- Host: GitHub
- URL: https://github.com/omimo/xrbm
- Owner: omimo
- License: mit
- Created: 2016-12-02T06:19:31.000Z (about 9 years ago)
- Default Branch: master
- Last Pushed: 2017-11-19T07:20:09.000Z (about 8 years ago)
- Last Synced: 2025-03-24T14:21:26.693Z (10 months ago)
- Topics: crbm, library, machine-learning, mnist-dataset, python, rbm, restricted-boltzmann-machine, tensorflow
- Language: Python
- Homepage: https://omid.al/projects/xRBM.html
- Size: 36.6 MB
- Stars: 55
- Watchers: 7
- Forks: 22
- Open Issues: 4
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# xRBM Library
Implementation of Restricted Boltzmann Machine (RBM) and its variants in Tensorflow
## Installation
Using pip:
```pip install xrbm```
## Examples
[Tutorial 1: Training an RBM on MNIST Dataset](https://github.com/omimo/xRBM/blob/master/examples/01-RBM-MNIST.ipynb)
[Tutorial 2: Training an RBM on MNIST Dataset - More Tricks](https://github.com/omimo/xRBM/blob/master/examples/02-RBM-MNIST-Customized.ipynb)
[Tutorial 3: Training a Conditional RBM on Timeseries Data](https://github.com/omimo/xRBM/blob/master/examples/03-CRBM-Wave.ipynb)
## Documentation
[https://omid.al/xRBM/](https://omid.al/xRBM/)
## Feedback, Bugs, and Questions
For any questions, feedback, and bug reports, please use the [Github Issues](https://github.com/omimo/xRBM/issues).
## Credits
Created by [Omid Alemi](https://omid.al/projects/)
## License
This code is available under the [MIT license](http://opensource.org/licenses/MIT).