Implements the 'BERTopic' topic modeling pipeline directly in R: transformer-based sentence embedding, Uniform Manifold Approximation and Projection dimensionality reduction, Hierarchical Density-Based Spatial Clustering of Applications with Noise clustering, and class-based term frequency-inverse document frequency topic extraction - all without any dependency on 'Python', 'conda', or 'reticulate'. Every stage runs in R through 'torch', 'safetensors', 'tok', 'uwot', and 'dbscan'. The package mirrors the accessor API of the original 'Python' package, adds integrated quality metrics and hyperparameter search tools, and introduces part-of-speech filtered and C-value-ranked representation models.
| Version: | 0.1.10 |
| Depends: | R (≥ 4.1.0) |
| Imports: | torch, safetensors, hfhub, tok, jsonlite, uwot, dbscan, Matrix, stats, wordpiece, Rcpp |
| LinkingTo: | Rcpp |
| Suggests: | testthat (≥ 3.0.0), plotly, httr2, gutenbergr, udpipe |
| Published: | 2026-08-08 |
| DOI: | 10.32614/CRAN.package.Rhobots |
| Author: | J.P.G. van der Pol [aut, cre] |
| Maintainer: | J.P.G. van der Pol <j.p.g.vanderpol at uu.nl> |
| BugReports: | https://github.com/JPvdP/RhoBots/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/JPvdP/RhoBots |
| NeedsCompilation: | yes |
| SystemRequirements: | Microsoft Visual C++ Redistributable 2022 (Windows only; required by torch) |
| Materials: | README, NEWS |
| CRAN checks: | Rhobots results |
| Reference manual: | Rhobots.html , Rhobots.pdf |
| Package source: | Rhobots_0.1.10.tar.gz |
| Windows binaries: | r-devel: Rhobots_0.1.10.zip, r-release: Rhobots_0.1.10.zip, r-oldrel: Rhobots_0.1.10.zip |
| macOS binaries: | r-release (arm64): Rhobots_0.1.10.tgz, r-oldrel (arm64): Rhobots_0.1.10.tgz, r-release (x86_64): Rhobots_0.1.10.tgz, r-oldrel (x86_64): Rhobots_0.1.10.tgz |
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