mlr3spatial: Support for Spatial Objects Within the 'mlr3' Ecosystem
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 |
Documentation:
| Reference manual: | mlr3spatial.pdf |
| Vignettes: |
Benchmark Parallel Predictions |
Downloads:
| 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-devel (arm64): mlr3spatial_0.5.0.tgz, r-release (arm64): mlr3spatial_0.5.0.tgz, r-oldrel (arm64): mlr3spatial_0.5.0.tgz, r-devel (x86_64): 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 dependencies:
| Reverse suggests: | mlr3spatiotempcv, mlr3verse |
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