Package structure

High level overview:

• [x] pyinterpolate

  • [x] distance - distance calculation,

  • [x] idw - inverse distance weighting interpolation,

  • [x] io - reads and prepares input spatial datasets,

  • [x] kriging - Ordinary Kriging, Simple Kriging, Poisson Kriging: centroid based, area-to-area, area-to-point,

  • [x] pipelines - a complex functions to smooth a block data, download sample data, compare different kriging techniques, and filter blocks,

  • [x] processing - core data structures of the package: Blocks and PointSupport, and additional functions used for internal processes,

  • [x] variogram - experimental variogram, theoretical variogram, variogram point cloud, semivariogram regularization & deconvolution,

  • [x] viz - interpolation of smooth surfaces from points into rasters.

• [x] tutorials - tutorials (Basic, Intermediate and Advanced).