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casperkaae / parmesan

Variational and semi-supervised neural network toppings for Lasagne
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add vimco example + bernoulli sample layers #36

Closed skaae closed 8 years ago

skaae commented 8 years ago

adds vimco as http://arxiv.org/pdf/1602.06725v1.pdf lb

prior samples: prior png

wuaalb commented 8 years ago

Great, thanks! I was curious how this model compared to the RBM..

skaae commented 8 years ago

@wuaalb Thanks! All the unused settings are leftovers from the importance weighted example that I modifed. I'll include your suggestions.

wuaalb commented 8 years ago

Looks good to me!

I wonder if maybe some of the functions used to compute the loss/gradients (baselines, etc.) are generic enough to extract into the library itself.

skaae commented 8 years ago

I think we should leave as example code. I'll test the code once more during the week and merge if nothing unexpected pops up :)

Thanks for the review.

casperkaae commented 8 years ago

Great! merged #36