The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
Implements latent Dirichlet allocation (LDA) and related models. This includes (but is not limited to) sLDA, corrLDA, and the mixed-membership stochastic blockmodel. Inference for all of these models is implemented via a fast collapsed Gibbs sampler written in C. Utility functions for reading/writing data typically used in topic models, as well as tools for examining posterior distributions are also included.
| Version: | 1.5.2 |
| Depends: | R (≥ 4.3.0) |
| Imports: | methods (≥ 4.3.0) |
| Suggests: | Matrix, reshape2, ggplot2 (≥ 3.4.4), penalized, nnet |
| Published: | 2024-04-27 |
| Author: | Jonathan Chang |
| Maintainer: | Santiago Olivella <olivella at unc.edu> |
| License: | LGPL-2.1 | LGPL-3 [expanded from: LGPL (≥ 2.1)] |
| NeedsCompilation: | yes |
| Materials: | README |
| In views: | NaturalLanguageProcessing |
| CRAN checks: | lda results |
| Reference manual: | lda.pdf |
| Package source: | lda_1.5.2.tar.gz |
| Windows binaries: | r-devel: lda_1.5.2.zip, r-release: lda_1.5.2.zip, r-oldrel: lda_1.5.2.zip |
| macOS binaries: | r-release (arm64): lda_1.5.2.tgz, r-oldrel (arm64): lda_1.5.2.tgz, r-release (x86_64): lda_1.5.2.tgz, r-oldrel (x86_64): lda_1.5.2.tgz |
| Old sources: | lda archive |
| Reverse imports: | ldaPrototype, NetMix, stm, tosca |
| Reverse suggests: | LDAvis, qdap, sentopics, textmineR, topicmodels |
| Reverse enhances: | quanteda |
Please use the canonical form https://CRAN.R-project.org/package=lda to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.