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Releases: mlr-org/mlr3spatial

mlr3spatial 0.5.0

09 Mar 13:00
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  • compatibility: Work with new paradox version 1.0.0

mlr3spatial 0.4.1

03 May 18:16
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  • refactor: Use the terra::inMemory() function instead of @ptr.

mlr3spatial 0.4.0

27 Feb 19:43
34f6ecf
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  • 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

16 Dec 15:16
6ec6e06
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chore: Remove rgdal dependency and require raster version 3.6-11.

mlr3spatial 0.3.0

20 Oct 19:53
4cac802
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  • feat: add prediction on vector data to spatial_predict().

mlr3spatial 0.2.1

25 Aug 08:00
07a3bb3
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  • fix: add "space" and "time" column role from mlr3spatiotempcv

mlr3spatial 0.2.0

18 Aug 10:40
5e7c6b8
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  • 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

07 Mar 10:56
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  • refactor: stars objects are directly converted to terra objects now.

mlr3spatial 0.1.1

20 Jan 18:57
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  • Compatibility fix due to terra update

mlr3spatial 0.1.0

27 Oct 14:23
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  • initial release