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tidysdm dev

  • fix bug in predict.simple_ensemble where weights were ignored for "weighted mean"
  • implement better prediction logic for repeat_ensembles, grouping by repeat
  • implement calib_class_thresh method for repeat_ensembles
  • implement collect_calib_thresh method for repeat_ensembles
  • resolve conflicting coords names in thin_by_cell()
  • make sure that coords name is passed on by thin_by_cell_time()
  • extend support for all methods from blockCV, and allow the creation of an initial split from a blockCV object

tidysdm 1.0.4

  • improve documentation of calib_class_threshold and implement collect_calib_thresh
  • update saved objects to the new version of xgboost

tidysdm 1.0.3

  • add mgcv to suggested packages to deal with upcoming changes in ggplot2 4.0.0

tidysdm 1.0.2

  • when using predict_raster(), process the raster in chunks if it is too large to fit in memory.
  • run tests relying on suggested packages on if those packages are already installed

tidysdm 1.0.0

  • add interoperability with stars (thanks to @btupper)
  • fixed inverted plots for explain_tidysdm when plotting for all workflows.
  • when using explain_tidysdm with a recipe that contains steps, data have to be passed explicitly to the data argument
  • implement make_mask_from_presence to define the area of interest
  • check time units of rasters for sample_background_time() and sample_pseudo_absences_time() (thanks to @zpmdal)
  • show the use of map projections in the overview vignette, and make sure that projections are properly handled in functions such as thin_by_cell and thin_by_dist

tidysdm 0.9.5

  • implement clamping and MESS to manage extrapolation
  • clearly separate sampling of background vs pseudo-absences
  • update vignettes

tidysdm 0.9.4

  • fix a but in the predict* functions that prevented a fixed threshold to be used to assign classes
  • ensure compatibility with upcoming changes in tune

tidysdm 0.9.3

  • fix bug in filter_high_cor due to changes in terra 1.6.75
  • implement collect_metrics for ensembles.

tidysdm 0.9.2

  • Release on CRAN

tidysdm 0.9.1

  • Add a spatial_recipe class. This is a BREAKING change that makes previously saved objects unusable, but old code will work as expected.
  • Additional articles showing how to use additional tidymodels features, and how to debug errors.
  • Integration of DALEX to explain models.
  • More functions to select variables.

tidysdm 0.9.0

  • Initial release on GitHub.