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pat-s committed Jun 14, 2022
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# mlr3spatiotempcv 2.0.0

- Internal changes only.


# mlr3spatiotempcv 1.0.1.9002

- Add `plot_time_var` argument to `autoplot()` for 3D plotting of `mlr_resamplings_sptcv_cstf` (#197)

- `Task*ST` classes now print column roles `space` and `time` (if set) (#198)

- Vignette updates


# mlr3spatiotempcv 1.0.1.9001

## 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 v1**.
**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 of the method found in the literature.
While this matched the upstream implementation in {CAST}, this did not match with the actual theoretical underpinning described in the literature.

## Features

- Add support `DataBackendVector` backend.
- 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

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- 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)

# mlr3spatiotempcv 1.0.1.9000

- Same as previous version.
- Large update for the "spatiotemporal" section in the [mlr3book](https://mlr3book.mlr-org.com/)


# mlr3spatiotempcv 1.0.1
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