Package: hypervolume
Type: Package
Title: High Dimensional Geometry, Set Operations, Projection, and
        Inference Using Kernel Density Estimation, Support Vector
        Machines, and Convex Hulls
Version: 3.1.5
Date: 2025-01-17
Authors@R: c(person(given = "Benjamin",
                    family = "Blonder",
                    role = c("aut", "cre"),
                    email = "benjamin.blonder@berkeley.edu"),
             person(given = c("Cecina", "Babich"),
                    family = "Morrow",
                    role = "aut"),
             person(given = "Stuart",
                    family = "Brown",
                    role = "aut"),
             person(given = "Gregoire",
                    family = "Butruille",
                    role = "aut"),
             person(given = "Daniel",
                    family = "Chen",
                    role = "aut"),
             person(given = "Alex",
                    family = "Laini",
                    role = "aut"),
             person(given = c("David", "J."),
                    family = "Harris",
                    role = "aut"),
             person(given = "Clement",
                    family = "Violet",
                    role = "aut"))
Description: Estimates the shape and volume of high-dimensional datasets and performs set operations: intersection / overlap, union, unique components, inclusion test, and hole detection. Uses stochastic geometry approach to high-dimensional kernel density estimation, support vector machine delineation, and convex hull generation. Applications include modeling trait and niche hypervolumes and species distribution modeling.
License: GPL-3
Depends: Rcpp, methods, R (>= 3.5.0)
LinkingTo: Rcpp, RcppArmadillo, progress
Imports: raster, maps, MASS, geometry, ks, hitandrun, pdist,
        fastcluster, compiler, e1071, progress, mvtnorm, data.table,
        terra, sp, foreach, doParallel, parallel, ggplot2, pbapply,
        palmerpenguins, purrr, dplyr, caret
Suggests: rgl, magick, alphahull, knitr, rmarkdown, gridExtra
NeedsCompilation: yes
RoxygenNote: 7.1.1
URL: https://github.com/bblonder/hypervolume
BugReports: https://github.com/bblonder/hypervolume/issues
VignetteBuilder: knitr
Packaged: 2025-01-17 19:48:18 UTC; benjaminblonder
Author: Benjamin Blonder [aut, cre],
  Cecina Babich Morrow [aut],
  Stuart Brown [aut],
  Gregoire Butruille [aut],
  Daniel Chen [aut],
  Alex Laini [aut],
  David J. Harris [aut],
  Clement Violet [aut]
Maintainer: Benjamin Blonder <benjamin.blonder@berkeley.edu>
Repository: CRAN
Date/Publication: 2025-01-17 20:50:16 UTC
Built: R 4.5.0; aarch64-apple-darwin20; 2025-01-22 16:13:18 UTC; unix
Archs: hypervolume.so.dSYM
