mlr3spatial 0.6.1
- compatibility: mlr3 1.2.0 removed the data format argument
- fix:
$predict_newdata() and
predict_spatial() work without optional column roles like
coordinate now.
mlr3spatial 0.6.0
- fix: Throw an error when
X and Y columns
are present in an sf object
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.