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Generative Adversarial Networks?

Open GeorgeHastings opened this issue 9 years ago • 2 comments

Hello there, Total dilettante here - I was wondering if its possible to create GANs with either the current version or V2 of Synaptic. If not then I'd be interested in any generative models (seems Synaptic doesn't support unsupervised learning?)

For example: lets say I wanted to train a discriminator with a small MNIST sample and have a generator learn to create new letters similar to the ones in the training set.

GeorgeHastings avatar Dec 09 '16 00:12 GeorgeHastings

v2 will be able to do this, this is what we can definitely say. Speaking about current version - you can try to do this, but I'm not sure about performance. Unsupervised learning can be done via custom loss function.

Jabher avatar Dec 21 '16 09:12 Jabher

I'm looking forward to this, I know it's an old request, but I hope we will be able to do GANs soon with Javascript.

cedriking avatar Dec 14 '17 17:12 cedriking