Package: rtemis
Version: 1.2.7
Title: Machine Learning and Visualization
Date: 2026-06-30
Authors@R: person(given = "E.D.", family = "Gennatas", role = c("aut", "cre", "cph"), 
    email = "gennatas@gmail.com", comment = c(ORCID = "0000-0001-9280-3609"))
Description: Machine learning and visualization package with an 'S7'
        backend featuring comprehensive type checking and validation,
        paired with an efficient functional user-facing API. train(),
        cluster(), and decomp() provide one-call access to supervised
        and unsupervised learning. All configuration steps are
        performed using setup functions and validated. A single call to
        train() handles preprocessing, hyperparameter tuning, and
        testing with nested resampling. Supports 'data.frame',
        'data.table', and 'tibble' inputs, parallel execution, and
        interactive visualizations. The package first appeared in E.D.
        Gennatas (2017)
        <https://repository.upenn.edu/entities/publication/d81892ea-3087-4b71-a6f5-739c58626d64>.
License: GPL (>= 3)
URL: https://www.rtemis.org, https://docs.rtemis.org/r/ml,
        https://docs.rtemis.org/r/ml-api/
BugReports: https://github.com/rtemis-org/rtemis/issues
ByteCompile: yes
Depends: R (>= 4.1.0)
Imports: cli, data.table, future, grDevices, graphics, htmltools,
        methods, rtemis.core (>= 0.3.1), stats, S7, utils
Suggests: arrow, bit64, car, colorspace, DBI, dbscan, dendextend (>=
        0.18.0), duckdb, e1071, farff, fastICA, flexclust,
        future.apply, future.mirai, futurize, geosphere, ggplot2,
        glmnet, geojsonio, glue, grid, gsubfn, haven, heatmaply,
        htmlwidgets, igraph, jsonlite, later, leaflet, leaps, lightAUC,
        lightgbm, matrixStats, mgcv, mice, mirai, missRanger, nanonext,
        nanoparquet, networkD3, NMF, openxlsx, parallelly, partykit,
        plotly, pROC, progressr, psych, pvclust, ranger, reactable,
        readxl, reticulate, ROCR, rpart, Rtsne, seqinr, sf, shapr,
        survival, tabnet, threejs, testthat (>= 3.0.0), tibble,
        timeDate, torch, uwot, vegan, vroom, withr
Encoding: UTF-8
Language: en-US
Config/testthat/edition: 3
Roxygen: list(markdown = TRUE)
LazyData: true
Config/roxygen2/version: 8.0.0
Repository: https://egenn.r-universe.dev
Date/Publication: 2026-07-01 02:04:57 UTC
RemoteUrl: https://github.com/rtemis-org/rtemis
RemoteRef: HEAD
RemoteSha: d9624a4e42ad48e1b06c5f8febbaebabeefd618b
NeedsCompilation: no
Packaged: 2026-07-01 06:52:22 UTC; root
Author: E.D. Gennatas [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0001-9280-3609>)
Maintainer: E.D. Gennatas <gennatas@gmail.com>