Skip to content

vincent1rookie/Boltzmann-Machine

Repository files navigation

Bolzmann-Machine

Staff all about restricted BM or deep BM

Currently RBM is written in Tensorflow while 2-layer-DBM is written in numpy.

See result in MNIST dataset in jupyter notebook.

Reference

[1] R. Salakhutdinov and G. Hinton. Deep boltzmann machines.

[2] R. Salakhutdinov and G. Hinton. Efficient Learning of Deep Boltzmann Machines.

[3] R. Salakhutdinov and G. Hinton. A Better Way to Pretrain Deep Boltzmann Machines.

[4] G. Hinton. A Practical Guide to Training Restrcited Boltzmann Machines.

[5] Y. Bengio and I. Goodfellow. Deep Learning, Chap 20.

About

Stuff all about restricted BM or deep BM

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors