jappy0 / ggp-tf2

📈 Implementation of the Graph Gaussian Process using GPflow and TensorFlow 2

GGP-TF2

This repository contains the implementation of the the Graph Gaussian Process model introduced in 'Bayesian semi-supervised learning with graph Gaussian processes'.

@inproceedings{ng2018gaussian,
  title={Bayesian semi-supervised learning with graph Gaussian processes},
  author={Ng, Yin Cheng and Colombo, Nicolo and Silva, Ricardo},
  booktitle={Advances in Neural Information Processing Systems},
  year={2018}
}

It is an updated version of the semi-supervised classification model of the original implementation accompanying the paper: yincheng/GGP. It was updated to use GPflow 2 and TensorFlow 2.2.