Topic Modelling Python Packages

bertopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

top2vec

Top2Vec learns jointly embedded topic, document and word vectors.

themefinder

A topic modelling Python package for analysing one-to-many question-answer data.

fastopic

[NeurIPS 2024] A Fast, Adaptive, Stable, and Transferable Topic Model

topmost

[ACL 2024 Demo] A Topic Modeling System Toolkit

topicnet

Interface for easier topic modelling.

ignis-tm

Ignis: Iterative Topic Modelling Platform

insurance-lda-risk

LDA probabilistic risk profiling — latent risk archetypes, portfolio mix drift, book-transfer segmentation