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[WIP] Model additions and Improvements - #138

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x-tabdeveloping merged 29 commits into
mainfrom
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Oct 29, 2026
Merged

x-tabdeveloping merged 29 commits into
mainfrom
topic_diff

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Multiple things in this update.

New models

  • Implementation of vSLDA, which also resulted in improvements to the Late API
  • Wrappers around LDA and NMF so that people can use them as baselines

I added documentation for the new models and reorganized the model overviews around them.

SensTopic

  • Added hierarchical fitting, but limited to two levels for now, as it doesn't seem to work with more levels too well.
  • Added a GliFormer-based vectorizer that could be used for concept or term extraction

TODO: THESE NEED TO BE DOCUMENTED

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x-tabdeveloping merged commit fc18eef into main Oct 29, 2026
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