mlr3spatiotempcv 2.3.1

• Add support for new {paradox} version (#234)
• Rename ppoints param in {CAST} functions to predpoints to adhere with the upstream package renaming (#237)
• Update {vdiffr} tests with latest {ggplot2} version

mlr3spatiotempcv 2.3.0

Features

• Allow changing point size in all autoplot() functions (#231).

Misc

• Cleanup dicts during unload (#233)
• Pass ellipsis to all autoplot() sub-functions.
• Fix mlr3book references
• Compile "vis" vignette also on macOS

mlr3spatiotempcv 2.2.0

Features

• Add "knndm" method from package {CAST} (#229)
• Add label_size to "spcv_block" to make label size configurable (#227)
• Add show_omitted for "spcv_buffer" method (#228)

mlr3spatiotempcv 2.1.0

• Add support for {blockCV} v3 and bump requirement to >= 3.1.2 (#222)
• Replace {raster} dependency in favor of {terra}
• Remove CLUTO algorithm and method due to CLUTO being non-downloadable anymore (#224)

mlr3spatiotempcv 2.0.3

• add label support for built-in tasks
• adhere to CRAN "noSuggests" policy
• wrap some long running examples in donttest{}

mlr3spatiotempcv 2.0.2

• Add error message when trying to create a TaskClassifST or TaskRegrST from an sf object
• Synchronize TaskClassifST or TaskRegrST with {mlr3spatial}
• Add support for mlr_reflections changes in {mlr3} > 0.13.4
• Adjust "Getting Started" vignette to recent API changes
• autoplot.ResamplingSptCVCstf(): Add missing support for argument axis_label_fontsize for x and y axes

mlr3spatiotempcv 2.0.1

Bugfixes

• autoplot.ResamplingSptCVCstf: when multiple folds are requested, the subplots are now returned again (before, the return was empty)
• autoplot.ResamplingSptCVCstf: the legend item for the "omitted" observations now displays the correct color and label again

mlr3spatiotempcv 2.0.0

Breaking

• Rename task cookfarm to cookfarm_mlr3.
  This was done to distinguish the cookfarm task implementation in {mlr3} better from the original cookfarm dataset.
  cookfarm_mlr3 also now comes with all rows of the upstream cookfarm task and not with a random subset as before.
• Rewrite mlr_resampling_spctcv_cstf implementation.
  The method will produce different fold results compared to {mlr3spatiotempcv} <= 1.0.1.
  This is because of a change/fix in the sampling behavior: before, an (unwanted) stratified sampling was done on time and space variables.
  While this matched the upstream implementation in {CAST}, this did not match with the actual theoretical underpinning described in the literature.

Features

• Add support for DataBackendRaster (@be-marc, #191).
• mlr_resampling_spctcv_cstf: a log message returns the column roles from the Task which are used for partitioning
• The help pages for all methods now describe the methods manually rather than importing the upstream documentation of the respective method.
• Task*ST classes now print column roles space and time (if set) (#198)
• autoplot() gains plot_time_var argument for 3D visualizations of mlr_resamplings_sptcv_cstf resamplings with only 'space' used for partitioning (#197)
• Vignette updates

Bugfixes

• All {mlr3spatiotempcv} methods now comply with the {mlr3} man file declaration logic.

Misc

• Escape all examples and tests for non-installed packages.
• The cookfarm_mlr3 task now sets column roles "space" and "time" for variables SOURCEID and Date, respectively.
• Harden CLUTO tests (#182)
• Large update for the "spatiotemporal" section in the mlr3book

mlr3spatiotempcv 1.0.1

• Fixed a issue which caused coordinates to appear in the feature set when a data.frame was supplied (#166, @be-marc)
• Add autoplot() support for "groups" column role in rsmp("cv")

mlr3spatiotempcv 1.0.0

Breaking

• autoplot(): removed argument crs. The CRS is now inferred from the supplied Task. Setting a different CRS than the task might lead to spurious issues and the initial idea of changing the CRS for plotting to have proper axes labeling does not apply (anymore) (#144)

Features

• Added autoplot() support for ResamplingCustomCV (#140)

Bug fixes

• "spcv_block": Assert error if folds > 2 when selection = "checkerboard" (#150)
• Fixed row duplication when creating TaskRegrST tasks from sf objects (#152)

Miscellaneous

• Upgrade tests to {vdiffr} 1.0.0
• Add {rgdal} to suggests and required it in "spcv_block" since it is required in {blockCV} >= 2.1.4 and {sf} >= 1.0