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About Topic Modeling Theory

A repository on the theory of topic modeling.

A study repository collecting notes and derivations on the theory behind topic models — from Latent Dirichlet Allocation to structural and embedding-based variants.

It is intended as a reference for researchers who want to understand the assumptions and mechanics of the methods rather than only their software interfaces.

  • Topic modeling
  • Methodology notes