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Also, I don't know if the encoder output is correct. A lot of sources seem to split the tensors into two, but it doesn't seem that they are the actual values of mean and sigma. I wonder if by dividing I'm saying that those values are mean and sigma, creating them randomly and trying to use those values as the representation of the latent dimension.
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Decoder done in gm-vae.ipynb notebook
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