RBM

An implementation of RBM. Check the documentation :)

The implementation are based from:

Hinton RBM implementation: http://www.cs.toronto.edu/~hinton/code/rbm.m
Infinite RBM: https://github.com/MarcCote/iRBM/blob/master/iRBM/models/rbm.py
Scikit-learn RBM: https://github.com/scikit-learn/scikit-learn/blob/a24c8b46/sklearn/neural_network/rbm.py
Keras extensions - RBM: https://github.com/wuaalb/keras_extensions/blob/master/keras_extensions/rbm.py

Docker

Clone repo

git clone https://github.com/SrMouraSilva/RBM --depth=1

Go to docker path

cd docker

Install dependencies

docker-compose up install

Run experiment

docker-compose up tensorflow

Inspect learning log files (tensorboard). Attention! The current logging process demands ENOUGH RAM MEMORY. Use not yet recommended.

docker-compose up tensorboard