Name		Name	Last commit message	Last commit date
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experiments		experiments
notebooks_publication		notebooks_publication
.gitattributes		.gitattributes
.gitignore		.gitignore
README.md		README.md
dataset.py		dataset.py
dataset_1dgp.py		dataset_1dgp.py
layer.py		layer.py
loss.py		loss.py
model.py		model.py
plotting.py		plotting.py
preprocess.py		preprocess.py

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PriorVGAE

PriorVGAE = PriorVAE + GNN

Dependencies

JAX
Jraph
Haiku
Optax
NetworkX

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Oxford MSc thesis. variational autoencoder combined with graph convolutional networks for learning locally-aware spatial prior distributions

python machine-learning deep-learning networkx gaussian-processes haiku variational-autoencoder jax graph-neural-network numpyro optax jraph

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