elizavetasemenova / PriorVAE

Code of PriorVAE: encoding spatial priors with variational autoencoders

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PriorVAE

Demonstration code of the publication "PriorVAE: Encoding spatial priors with VAEs for small-area estimation", Elizaveta Semenova, Yidan Xu, Adam Howes, Theo Rashid, Samir Bhatt, Swapnil Mishra, Seth Flaxman

A runnable demo of the one-dimesiontal GP example is available on Colab.

Binder version is work in progress: Binder

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Code of PriorVAE: encoding spatial priors with variational autoencoders


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