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:

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Code in this repository is outdated. Please use more recent versions, such as

Name		Name	Last commit message	Last commit date
Latest commit History 34 Commits
data		data
1d_gp.ipynb		1d_gp.ipynb
CAR_Zimbabwe.ipynb		CAR_Zimbabwe.ipynb
CAR_simulation.ipynb		CAR_simulation.ipynb
README.md		README.md
environment.yml		environment.yml