/topic-model

Topic Modeling in Cython

Primary LanguagePython

Topic Models

Learning implementation of Topic (or Document) Models in Cython.

Probabilistic Topic Models (Collapsed Gibbs sampling)

  • LDA (Latent Dirichlet Allocation)
  • PLTM (Polylingual Topic Model)
  • CTM (Correcpondence Topic Model)
  • NCTM (Noisy Correcpondence Topic Model)
  • ATM (Author Topic Model)

Neural Document Models

  • SPPMI-SVD

Build

python3 setup.py build_ext -i