Create README.md

Author: tsvikas

README.md

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+# variational-autoencoder
+this is an implementation of [variational autoencoder](https://en.wikipedia.org/wiki/Variational_autoencoder) using pytorch-lightning.
+there are some helper classes for a lightning datamodule (with support for tran-validation split) and lightning model.
+
+after training with a 2d latent space, the latent space looks like this:
+![image of the latent space](output/latent_space_samples.png)