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>.
| Version: |
1.2.7 |
| 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 |
| Published: |
2026-07-01 |
| DOI: |
10.32614/CRAN.package.rtemis |
| Author: |
E.D. Gennatas 
[aut, cre, cph] |
| Maintainer: |
E.D. Gennatas <gennatas at gmail.com> |
| BugReports: |
https://github.com/rtemis-org/rtemis/issues |
| License: |
GPL (≥ 3) |
| URL: |
https://www.rtemis.org, https://docs.rtemis.org/r/ml,
https://docs.rtemis.org/r/ml-api/ |
| NeedsCompilation: |
no |
| Language: |
en-US |
| Citation: |
rtemis citation info |
| Materials: |
README |
| CRAN checks: |
rtemis results [issues need fixing before 2026-10-27] |