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Seeded Sequential LDA can classify sentences of texts into pre-define topics with a small number of seed words (Watanabe & Baturo, 2023) <doi:10.1177/08944393231178605>. Implements Seeded LDA (Lu et al., 2010) <doi:10.1109/ICDMW.2011.125> and Sequential LDA (Du et al., 2012) <doi:10.1007/s10115-011-0425-1> with the distributed LDA algorithm (Newman, et al., 2009) for parallel computing.
| Version: | 1.4.1 |
| Depends: | R (≥ 3.5.0), quanteda (≥ 4.0.0), methods, proxyC (≥ 0.3.1) |
| Imports: | Matrix |
| LinkingTo: | Rcpp, RcppArmadillo (≥ 0.7.600.1.0), quanteda, testthat |
| Suggests: | spelling, testthat, topicmodels |
| Published: | 2024-09-06 |
| DOI: | 10.32614/CRAN.package.seededlda |
| Author: | Kohei Watanabe [aut, cre, cph], Phan Xuan-Hieu [aut, cph] (GibbsLDA++) |
| Maintainer: | Kohei Watanabe <watanabe.kohei at gmail.com> |
| BugReports: | https://github.com/koheiw/seededlda/issues |
| License: | GPL-3 |
| URL: | https://github.com/koheiw/seededlda, https://koheiw.github.io/seededlda/ |
| NeedsCompilation: | yes |
| Language: | en-US |
| Citation: | seededlda citation info |
| Materials: | NEWS |
| CRAN checks: | seededlda results |
| Reference manual: | seededlda.pdf |
| Package source: | seededlda_1.4.1.tar.gz |
| Windows binaries: | r-devel: seededlda_1.4.1.zip, r-release: seededlda_1.4.1.zip, r-oldrel: seededlda_1.4.1.zip |
| macOS binaries: | r-release (arm64): seededlda_1.4.1.tgz, r-oldrel (arm64): seededlda_1.4.1.tgz, r-release (x86_64): seededlda_1.4.1.tgz, r-oldrel (x86_64): seededlda_1.4.1.tgz |
| Old sources: | seededlda archive |
| Reverse imports: | oolong |
| Reverse suggests: | sentopics |
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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.