tidylda

Latent Dirichlet Allocation Using 'tidyverse' Conventions

CRAN Package

Implements an algorithm for Latent Dirichlet Allocation (LDA), Blei et at. (2003) , using style conventions from the 'tidyverse', Wickham et al. (2019), and 'tidymodels', Kuhn et al.. Fitting is done via collapsed Gibbs sampling. Also implements several novel features for LDA such as guided models and transfer learning based on ongoing and, as yet, unpublished research.


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  • Depends1 package
  • Imports13 packages
  • Suggests10 packages
  • Linking To4 packages