Support for Spatial Objects Within the 'mlr3' Ecosystem
Coerce to spatial DataBackend
Convert to a Spatiotemporal Classification Task
Convert to a Spatiotemporal Regression Task
Split Raster Into Chunks
DataBackend for Raster Objects
DataBackend for Vector Objects
Factor Layer Generator
Generate Raster Stack
Sample Points in Raster Stack
mlr3spatial: Support for Spatial Objects Within the 'mlr3' Ecosystem
Numeric Layer Generator
Predict on Spatial Objects with mlr3 Learners
Sample Points in Raster Stack
Spatiotemporal Classification Task
Spatiotemporal Regression Task
Weights Layer Generator
Write a Raster in Chunks
Extends the 'mlr3' ML framework with methods for spatial objects. Data storage and prediction are supported for packages 'terra', 'raster' and 'stars'.
Useful links