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tidymodels / parsnip

A tidy unified interface to models
https://parsnip.tidymodels.org
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[FR] Engines for spatial regression? #784

Open mikemahoney218 opened 2 years ago

mikemahoney218 commented 2 years ago

Feature

A potential nice extension for {parsnip} would be to support spatial regression methods, which natively understand and take advantage of the spatial structure in models.

Spatial regression in R is broken across a number of packages -- some of the larger ones include:

Part of the challenge here is that those three packages linked all rely upon completely different data formats and take different approaches to representing the spatial relationships between observations.

EmilHvitfeldt commented 9 months ago

Another contender with https://cran.r-project.org/web/packages/SpatialML/index.html