torch-assimilate is a python package for data assimilation of meteorological observations into numerical weather model data. This package is constructed for efficient and parallelized data ...

This algorithm does weighted (interpolated) nearest neighbor approximation, building the approximation in batch mode. Each batch adds the "centers" or "neighbors" that are not approximated correctly ...