emf-rbm

Extended Mean Field Restricted Boltzmann Machine

As described in my blog

This is a port of the julia sphinx emf-rbm

to python, in the style of the scikit learn RBM code.

##Getting Started

Run the notebook EMF_RBM_Test.ipynb

The python class is emf_rbm.py, which can be included in other code

##Other

Other notebooks and julia code are working code used to develop and test the port

Expect this to be cleaned up and organized better as I develop more tests

Name		Name	Last commit message	Last commit date
Latest commit History 82 Commits
test-julia		test-julia
.gitignore		.gitignore
Dl-Datasets.ipynb		Dl-Datasets.ipynb
EMF_RBM_EVAL.ipynb		EMF_RBM_EVAL.ipynb
EMF_RBM_Energy_Densities.ipynb		EMF_RBM_Energy_Densities.ipynb
EMF_RBM_Energy_Densities_2.ipynb		EMF_RBM_Energy_Densities_2.ipynb
EMF_RBM_Energy_Densities_3.ipynb		EMF_RBM_Energy_Densities_3.ipynb
EMF_RBM_Energy_Densities_Long.ipynb		EMF_RBM_Energy_Densities_Long.ipynb
EMF_RBM_Energy_Densities_Ominglot-200.ipynb		EMF_RBM_Energy_Densities_Ominglot-200.ipynb
EMF_RBM_Energy_Densities_Ominglot-250.ipynb		EMF_RBM_Energy_Densities_Ominglot-250.ipynb
EMF_RBM_Energy_Densities_Ominglot.ipynb		EMF_RBM_Energy_Densities_Ominglot.ipynb
EMF_RBM_Energy_Landscapes.ipynb		EMF_RBM_Energy_Landscapes.ipynb
EMF_RBM_Test.ipynb		EMF_RBM_Test.ipynb
RBM_Analysis.ipynb		RBM_Analysis.ipynb
README.md		README.md
Untitled.ipynb		Untitled.ipynb
emf_rbm.py		emf_rbm.py
mnist_h5.jl		mnist_h5.jl
monitor_mnist.py		monitor_mnist.py
omniglot_read.jl		omniglot_read.jl
rbm_datasets.py		rbm_datasets.py

ghostintheshellarise/emf-rbm