Changelog

Unreleased

v0.1.0

Initial release of GeoSurrogates.jl.

Features

  • Classical surrogate models: LinReg, IDW, RBF, TPS, RasterWrap, CategoricalRasterWrap, GeomWrap
  • Neural network surrogates: ImplicitTerrain (cascaded SIREN), WindSurrogate (vector fields), CatSIREN (categorical classification)
  • AdditiveModel for boosting-style composite surrogates
  • Seamless Rasters.jl integration with CRS/extent preservation
  • Normalization utilities for preparing data
  • Quarto documentation with versioned deployment