The Functional Neural Process

We provide implementations of our proposed models in PyTorch for both regression and classification tasks in models.py. For examples on how to use those classes in practice we have two simple experiments that use them in FNP Example.py.
This code is provided as is and is not maintained / updated.

Reference

@article{louizos2019functional,
title={The Functional Neural Process},
author={Louizos, Christos and Shi, Xiahan and Schutte, Klamer and Welling, Max},
journal={Advances in Neural Information Processing Systems},
year={2019}}