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mlr3spatial 0.5.0

• compatibility: Work with new paradox version 1.0.0

mlr3spatial 0.4.1

• refactor: Use the terra::inMemory() function instead of @ptr.

mlr3spatial 0.4.0

• refactor: The data input of spatial_predict() accepts SpatRaster, stars sf RasterStack and RasterBrick objects now. A mlr3::TaskUnsupervised can still be passed but the argument name changed from task to newdata.
• fix: The log showed a warning when the estimated values per chunk were a floating number.

mlr3spatial 0.3.1

• chore: Remove rgdal dependency and require raster version 3.6-11.

mlr3spatial 0.3.0

• feat: Add prediction on vector data to spatial_predict().

mlr3spatial 0.2.1

• fix: Add "space" and "time" column role from mlr3spatiotempcv

mlr3spatial 0.2.0

• BREAKING CHANGE: TaskClassifST and TaskRegrST are used to train a learner with spatial data. The new tasks unify the work with mlr3spatiotempcv.
• BREAKING CHANGE: Raster objects cannot be used to create tasks for training anymore.
• BREAKING CHANGE: TaskUnsupervised is used to predict on rasters objects now. The new task type is more convenient for data without a response.
• feat: Add as_task_regr_st() and as_task_classif_st() from spatial objects.
• feat: Add as_task_unsupervised() from raster objects.
• feat: Task leipzig with land cover target.
• feat: data("leipzig") loads an sf object with land cover in Leipzig.
• feat: GeoTIFF and GeoPackage of Leipzig in extdata folder.
• refactor: Vector data is handled with DataBackendDataTable now and DataBackendVector is removed.
• BREAKING CHANGE: DataBackendRaster cannot be created from RasterLayer objects anymore.
• fix: spatial_predict() returned an unnamed response.
• fix: spatial_predict() wrote predictions to the wrong cell.
• BREAKING CHANGE: Remove demo_raster(), demo_stack_spatraster(), demo_stack_rasterbrick() and demo_rasterbrick() functions.
• feat: Prediction layer contains NA at raster cells with NA values in one or more feature layers.

mlr3spatial 0.1.2

• refactor: Stars objects are directly converted to terra objects now.

mlr3spatial 0.1.1

• fix: Compatibility to terra update.

mlr3spatial 0.1.0

• First version of mlr3spatial.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.