Gaussian Bernoulli RBM based on Pytorch Lib (Original RBM is referred from https://github.com/GabrielBianconi/pytorch-rbm)
Files. .
.
├── gbrbm_example.py
├── gbrbm.py
├── LICENSE
├── README.md
└── utils.py
How to run python gbrbm_example.py
Output
Loading dataset...
Training RBM...
Epoch Error (epoch=0): 6593016.5000
Epoch Error (epoch=1): 3434561.7500
Epoch Error (epoch=2): 2627748.5000
Epoch Error (epoch=3): 2355443.5000
Epoch Error (epoch=4): 2217778.7500
Epoch Error (epoch=5): 2132137.0000
Epoch Error (epoch=6): 2072602.3750
Epoch Error (epoch=7): 2028256.8750
Epoch Error (epoch=8): 1992789.1250
Epoch Error (epoch=9): 1962103.7500\
dependendies. Python 3.6
Multi-layered version will be updated.