Package: rtemis
Version: 1.4.2
Title: Schema-Driven Machine Learning and Visualization
Date: 2026-10-16
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,
        observable runs, and auditable outputs. The functional API
        provides one-call access to supervised and unsupervised
        learning through train(), cluster(), and decomp(). All
        configuration steps are performed using setup functions and
        validated. A single call to train() can handle preprocessing,
        decomposition, hyperparameter tuning, model stacking, and
        testing with nested resampling. Supports 'data.frame',
        'data.table', and 'tibble' inputs and parallel execution. Plot
        methods for trained and resampled supervised models draw
        interactive figures through 'rtemis.draw'. Includes native
        implementations of SuperLearner, RuleFit, and Linear Additive
        Trees, and supports conformal prediction. The package first
        appeared in E.D. Gennatas (2017)
        <https://repository.upenn.edu/entities/publication/d81892ea-3087-4b71-a6f5-739c58626d64>.
License: BSD_3_clause + file LICENSE
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 (>= 4.4.0)
Imports: data.table, future, grDevices, graphics, methods, nanoparquet,
        openssl, parallel, parallelly, rtemis.core (>= 0.4.5),
        rtemis.draw (>= 0.5.3), stats, S7, utils
Suggests: arrow, bit64, car, cluster, DBI, dbscan, duckdb, e1071,
        earth, farff, fastICA, flexclust, fpc, future.mirai, glmnet,
        grid, gsubfn, hal9001, haven, hopach, htmltools, jsonlite,
        jsonvalidate, kernlab, kknn, later, leaps, lightAUC, lightgbm,
        matrixStats, mclust, mgcv, mice, mirai, missRanger, mori,
        nanonext, NMF, nnls, partykit, pROC, ranger, readxl, ROCR,
        rpart, rtemis.llm (>= 0.8.7), Rtsne, seqinr, shapr, spls,
        stochtree, survival, tabnet, testthat (>= 3.0.0), tibble,
        timeDate, torch, uwot, vegan, visNetwork, vroom, withr
Encoding: UTF-8
Language: en-US
Config/testthat/edition: 3
Roxygen: list(markdown = TRUE)
Config/roxygen2/version: 8.1.1
Config/pak/sysreqs: cmake make libuv1-dev libssl-dev
Repository: https://egenn.r-universe.dev
Date/Publication: 2026-10-19 02:00:29 UTC
RemoteUrl: https://github.com/rtemis-org/rtemis
RemoteRef: HEAD
RemoteSha: dc9d6f83d16362d393ee02d9f317d24151f7b975
NeedsCompilation: no
Packaged: 2026-10-19 06:37:47 UTC; root
Author: E.D. Gennatas [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0001-9280-3609>)
Maintainer: E.D. Gennatas <gennatas@gmail.com>