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: 26 days ago
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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 (almost 8 years ago)
• Default Branch: master
• Last Pushed: 2017-11-19T07:20:09.000Z (almost 7 years ago)
• Last Synced: 2024-10-13T03:21:37.929Z (26 days 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: 56
• Watchers: 8
• Forks: 22
• Open Issues: 4
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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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).