Package: tidysdm 0.0.0.9000

Russell Dinnage

tidysdm: Sprecies Distribution Modelling with Tidymodels

Provides functions and classes to help create Species Distribution Models (SDMs) within the {tidymodels} framework. Provides new {parsnip} models, new {recipes} steps, and {yardstick} metrics. This package provides access to the powerful {tidymodels} ecosystem for SDMs, especially the package {spatialsample} for spatially aware cross validation and model evaluation, as well as opening up all classification models implemented in {parsnip} for presence-only SDMs, using the pseudo-absence approach.

Authors:Russell Dinnage [aut, cre]

tidysdm_0.0.0.9000.tar.gz
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tidysdm.pdf |tidysdm.html✨
tidysdm/json (API)

# Install 'tidysdm' in R:
install.packages('tidysdm', repos = c('https://rdinnager.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/rdinnager/tidysdm/issues

Pkgdown site:https://rdinnager.github.io

On CRAN:

3.37 score 1 stars 47 scripts 340 downloads 17 exports 87 dependencies

Last updated 1 years agofrom:5b82b81199. Checks:1 OK, 6 WARNING. Indexed: no.

TargetResultLatest binary
Doc / VignettesOKJan 19 2025
R-4.5-winWARNINGJan 19 2025
R-4.5-linuxWARNINGJan 19 2025
R-4.4-winWARNINGJan 19 2025
R-4.4-macWARNINGJan 19 2025
R-4.3-winWARNINGJan 19 2025
R-4.3-macWARNINGJan 19 2025

Exports::=.dataadd_env_varsas_labelas_namecreate_backgroundcreate_prediction_gridenquoenquosget_spatial_neighbourspo_spatial_buffer_vfold_cvsdm_datastep_add_env_varsstep_fill_spatial_lagsstep_initialize_spatial_lagsstep_sample_pseudo_absencesstep_thin_pseudo_absences

Dependencies:abindBHclassclassIntcliclockcodetoolscolorspacecpp11data.tableDBIdiagramdigestdplyre1071fansifarverfasterizefuturefuture.applygenericsggplot2globalsgluegowergtablehardhatipredisobandKernSmoothlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixmgcvmunsellnabornlmennetnngeonumDerivparallellyparsnippillarpkgconfigprettyunitsprodlimprogressrproxypurrrR6rasterRColorBrewerRcppRcppArmadilloRcppEigenrecipesrlangrparts2scalessfshapespSQUAREMstarsstringistringrsurvivalterratibbletidyrtidyselecttimechangetimeDatetzdbunitsutf8vctrsviridisLitewithrwk

Getting Started with {tidysdm}

Rendered fromgetting_started.Rmdusingknitr::rmarkdownon Jan 19 2025.

Last update: 2023-10-26
Started: 2022-10-03