hiropppe / topic-model

Topic Modeling in Cython

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