gibbslda mit Homebrew, MacPorts installieren

Projektlinks

• Homepage

Befehle und Aliase

• lda

Projektgeschichte

The official SourceForge project identifies GibbsLDA++ as a beta C/C++ Gibbs-sampling LDA implementation by pxhieu. The project was registered in July 2007, and its file area shows the manual, case-study material, and 0.2 source distribution published in July and August 2007.

Adoptionsgeschichte

GibbsLDA++ was useful because LDA had become a common model for hidden topic structures while many researchers still wanted a small command-line implementation. The supplied package metadata shows it carried by Homebrew and MacPorts, reflecting a preservation-style package footprint for older scientific workflows.

Wie es verwendet wird

Practitioners use the `lda` executable to estimate LDA models and infer topic distributions from text corpora. The official project description emphasizes large-scale text data collections, Gibbs sampling, and console/terminal use.

Warum Paket-Nerds sich dafür interessieren

For package maintainers, GibbsLDA++ is a small legacy scientific CLI whose main value is reproducibility. Keeping it packaged lets old scripts and papers continue to depend on a stable `lda` executable rather than a broad machine-learning framework.

Zeitleiste

• 2007: SourceForge project registered.
• 2007: Documents published on SourceForge.
• 2007: GibbsLDA++ 0.2 source and case-study files published.
• 2013: SourceForge project page records a later project update.

Related projects

• GibbsLDA++ is related to JGibbLDA from the same topic-modeling lineage, LDA research implementations, and other C/C++, Java, Matlab, and Python topic-modeling packages.

Quellen

• https://gibbslda.sourceforge.net/
• https://sourceforge.net/projects/gibbslda/
• https://sourceforge.net/projects/gibbslda/files/
• source_facts.package-manager