Package: manifoldsR
Title: Fast Low-Dimensional Embeddings and Clustering via 'Rust'
Version: 0.5.0
Authors@R: 
    c(
        person(
            given = "Gregor",
            family = "Lueg",
            email = "gregorlueg@me.com",
            role = c("aut", "cre")
        ),
        person(
            given = "Grant",
            family = "Neilson",
            email = "grant.neilson5@gmail.com",
            role = c("aut")
        ),
        person(
            given = "Authors of the dependency Rust crates",
            role = c("ctb", "cph"),
            comment = "see inst/AUTHORS file"
        )
    )
Description: R interface to the Rust crates 'manifolds-rs',
        'ann-search-rs' and 'evoc-rs'. Builds 2D (or higher) embeddings
        with UMAP (McInnes et al., 2018)
        <doi:10.48550/arXiv.1802.03426>, t-SNE (van der Maaten and
        Hinton, 2008)
        <https://jmlr.org/papers/v9/vandermaaten08a.html>, densMAP and
        den-SNE (Narayan et al., 2021)
        <doi:10.1038/s41587-020-00801-7>, PHATE (Moon et al., 2019)
        <doi:10.1038/s41587-019-0336-3>, PaCMAP (Wang et al., 2021)
        <https://jmlr.org/papers/v22/20-1061.html>, ForceAtlas2 (Jacomy
        et al., 2014) <doi:10.1371/journal.pone.0098679>, DREAMS and
        diffusion maps. Also generates approximate nearest neighbour
        graphs that every method can reuse, plus EVoC and k-means
        clustering. Multi-threaded via 'Rayon', with f32 or f64
        precision.
License: MIT + file LICENSE
Copyright: Rust crate authors and licences are listed in inst/AUTHORS.
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
Imports: checkmate, lifecycle, purrr, stats
Config/rextendr/version: 0.5.0
SystemRequirements: Cargo (Rust's package manager), rustc >= 1.90, xz
Depends: R (>= 4.2)
Suggests: igraph, tinytest, zeallot
Config/Needs/website: data.table, ggplot2, gridExtra, knitr, magrittr,
        microbenchmark, phateR, quarto, reticulate, Rtsne, umap, uwot
URL: https://gregorlueg.github.io/manifoldsR/,
        https://github.com/GregorLueg/manifoldsR
BugReports: https://github.com/GregorLueg/manifoldsR/issues
Config/roxygen2/version: 8.1.0
Config/pak/sysreqs: xz-utils libclang-dev
Repository: https://gregorlueg.r-universe.dev
Date/Publication: 2026-10-20 11:34:13 UTC
RemoteUrl: https://github.com/GregorLueg/manifoldsR
RemoteRef: v0.5.0
RemoteSha: 0f6a3365ebddf3bfbe237635c0e6716de21f7d85
NeedsCompilation: yes
Packaged: 2026-10-20 12:54:54 UTC; root
Author: Gregor Lueg [aut, cre],
  Grant Neilson [aut],
  Authors of the dependency Rust crates [ctb, cph] (see inst/AUTHORS
    file)
Maintainer: Gregor Lueg <gregorlueg@me.com>