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cazala / synaptic

architecture-free neural network library for node.js and the browser
http://caza.la/synaptic
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Generative Adversarial Networks? #174

Open GeorgeHastings opened 7 years ago

GeorgeHastings commented 7 years ago

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.

Jabher commented 7 years ago

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.

cedriking commented 6 years ago

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.