Codebase for reproducing the experiments in the 'Environmental Sensor Placement with Convolutional Gaussian Neural Processes' paper (in press, Environmental Data Science) [1], presented at the Climate Informatics 2022 conference.
Work in progress: This codebase will be updated soon! For the time being, check out DeepSensor, a Python package for modelling xarray and pandas data with neural processes: https://github.com/tom-andersson/deepsensor/tree/main
[1] Andersson, T.R., Bruinsma, W.P., Markou, S., Requeima, J., Coca-Castro, A., Vaughan, A., Ellis, A.-L., Lazzara, M., Jones, D.C., Hosking, J.S., Turner, R.E., 2023. Environmental Sensor Placement with Convolutional Gaussian Neural Processes. https://doi.org/10.48550/arXiv.2211.10381