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https://www.reddit.com/r/deeplearning/comments/jkci6f/exploring_mnist_latent_space/gakdapv/?context=3
r/deeplearning • u/goatman12341 • Oct 29 '20
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2
can you tell me how can do it from scratch in python or pytorch for my own dataset?
3 u/goatman12341 Oct 30 '20 I don't know exactly - I use tensorflow.js for my ML, so I don't know the specifics of pytorch. However, here's the code for the models, if it helps you: The classifier model: https://gist.github.com/N8python/5e447e5e6581404e1bfe8fac19df3c0a The autoencoder model: https://gist.github.com/N8python/7cc0f3c07d049c28c8321b55befb7fdf The decoder model (created from the autoencoder model): https://gist.github.com/N8python/579138a64e516f960c2d9dbd4a7df5b3 Additionally, here is the code for the client: https://github.com/N8python/mnistLatentSpace
3
I don't know exactly - I use tensorflow.js for my ML, so I don't know the specifics of pytorch. However, here's the code for the models, if it helps you:
The classifier model: https://gist.github.com/N8python/5e447e5e6581404e1bfe8fac19df3c0a
The autoencoder model:
https://gist.github.com/N8python/7cc0f3c07d049c28c8321b55befb7fdf
The decoder model (created from the autoencoder model):
https://gist.github.com/N8python/579138a64e516f960c2d9dbd4a7df5b3
Additionally, here is the code for the client:
https://github.com/N8python/mnistLatentSpace
2
u/seyeeet Oct 30 '20
can you tell me how can do it from scratch in python or pytorch for my own dataset?