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Extends the 'mlr3' ML framework with methods for spatial objects. Data storage and prediction are supported for packages 'terra', 'raster' and 'stars'.
Version: | 0.5.0 |
Depends: | mlr3 (≥ 0.14.0), R (≥ 3.1.0) |
Imports: | checkmate (≥ 2.0.0), data.table (≥ 1.14.0), lgr (≥ 0.4.2), methods, mlr3misc (≥ 0.11.0), R6 (≥ 2.5.0), sf, terra (≥ 1.6-3), utils |
Suggests: | bench, future, future.callr, knitr, mlr3learners (≥ 0.4.5), paradox, ranger, raster, rmarkdown, rpart, stars (≥ 0.5-5), testthat (≥ 3.0.0) |
Published: | 2024-03-09 |
DOI: | 10.32614/CRAN.package.mlr3spatial |
Author: | Marc Becker [aut, cre], Patrick Schratz [aut] |
Maintainer: | Marc Becker <marcbecker at posteo.de> |
BugReports: | https://github.com/mlr-org/mlr3spatial/issues |
License: | LGPL-3 |
URL: | https://mlr3spatial.mlr-org.com, https://github.com/mlr-org/mlr3spatial |
NeedsCompilation: | no |
Materials: | README NEWS |
CRAN checks: | mlr3spatial results |
Reference manual: | mlr3spatial.pdf |
Vignettes: |
Benchmark Parallel Predictions |
Package source: | mlr3spatial_0.5.0.tar.gz |
Windows binaries: | r-devel: mlr3spatial_0.5.0.zip, r-release: mlr3spatial_0.5.0.zip, r-oldrel: mlr3spatial_0.5.0.zip |
macOS binaries: | r-release (arm64): mlr3spatial_0.5.0.tgz, r-oldrel (arm64): mlr3spatial_0.5.0.tgz, r-release (x86_64): mlr3spatial_0.5.0.tgz, r-oldrel (x86_64): mlr3spatial_0.5.0.tgz |
Old sources: | mlr3spatial archive |
Reverse suggests: | mlr3spatiotempcv |
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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.