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charlesmartin14 / emf-rbm

Extended Mean Field Restricted Boltzmann Machine
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test_omniglot does not binarize the data #4

Open charlesmartin14 opened 7 years ago

charlesmartin14 commented 7 years ago

See EMF_RBM_Energy_Densities_Ominglot-200 Data should be binary to run in a Bernoulli RBM

You can see this by plotting the data

screen shot 2017-03-05 at 5 32 38 pm
charlesmartin14 commented 7 years ago

Binarized data is

screen shot 2017-03-05 at 5 35 13 pm
charlesmartin14 commented 7 years ago

One problem is to decide the binarization threshold. Here I use 0.5, which looks good

screen shot 2017-03-05 at 5 52 06 pm