Restricted Boltzmann Machine

An implementation of Restricted Boltzmann Machine in Pytorch. The detailed tutorial can be found here.

Real images

Generated images

Factorization

References

1. Binary RBM with Contrastive Divergence
2. A tutorial on RBM
3. Binary RBM with Persistent Contrastive Divergence
4. A Practical Guide to Training Restricted Boltzmann Machines
5. Restricted Boltzmann Machines for Collaborative Filtering