horizont: Dynamic topic models

horizont implements a number of topic models. Conventions from scikit-learn are followed.

The project is focused on dynamic topic models.

The following models are implemented using Gibbs sampling:

  • Latent Dirichlet allocation (Blei et al., 2003; Pritchard et al., 2000)
  • (Coming soon) Logistic normal topic model
  • (Coming soon) Dynamic topic model (Blei and Lafferty, 2006)