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 116 Commits
test-julia		test-julia
tests		tests
utils		utils
.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-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_Ominglot-20.ipynb		EMF_RBM_Ominglot-20.ipynb
EMF_RBM_Ominglot-200fast.ipynb		EMF_RBM_Ominglot-200fast.ipynb
EMF_RBM_Ominglot-20faster.ipynb		EMF_RBM_Ominglot-20faster.ipynb
EMF_RBM_Ominglot.ipynb		EMF_RBM_Ominglot.ipynb
EMF_RBM_Test.ipynb		EMF_RBM_Test.ipynb
HISTORY.rst		HISTORY.rst
MANIFEST.in		MANIFEST.in
RBM_Analysis.ipynb		RBM_Analysis.ipynb
RBM_Baseline_Ominglot.ipynb		RBM_Baseline_Ominglot.ipynb
README.md		README.md
compat.py		compat.py
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
requirements.txt		requirements.txt
setup.py		setup.py
tox.ini		tox.ini

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