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Implement a GAN (generative adversarial network)?

Luca Montanelli
Posted 7 years ago
POSTED BY: Luca Montanelli
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Hello Luca,

A1: yes, it's the same

A2: yes again

Characters encoder: http://reference.wolfram.com/language/ref/netencoder/Characters.html

Words (tokens) encoder: http://reference.wolfram.com/language/ref/netencoder/Tokens.html

If you need an additional text preprocessing (delete stopwords, reduce words to their stems etc), you can find useful functions here: http://reference.wolfram.com/language/guide/ProcessingTextualData.html

And don't forget about EmbeddingLayer and UnitVectorLayer. One of them should be the first layer in your network when you work with text (choice of the layer depends of your architecture). Examples in attachment.

A3: https://mathematica.stackexchange.com/questions/140294/generative-adversarial-network/

Alexey

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POSTED BY: Alexey Golyshev

I'm sorry for the very late reply, I forgot a bit and am only coming back to it now. Thank you very much for your answer ! I had already seen the link to the stackexchange question and their notebooks did not work for me. I'll be sure to check the reason why and look into the other things you linked aswell. Again, thank you !
POSTED BY: Luca Montanelli
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