Topic Models Python Packages

bertopic

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

tomotopy

Python package of Tomoto, the Topic Modeling Tool

octis

OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)

embedded-topic-model

A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM

fastopic

A Fast, Adaptive, Stable, and Transferable Topic Model (NeurIPS 2024)

topmost

A Topic Modeling System Toolkit (ACL 2024 Demo)

bitermplus

Biterm Topic Model (BTM): modeling topics in short texts

stream-topic

ACL Python package engineered for seamless topic modeling, topic evaluation, and topic visualization. Ideal for text analysis, natural language processing (NLP), and research in the social sciences, STREAM simplifies the extraction, interpretation, and visualization of topics from large, complex datasets.

biterm

Biterm Topic Model

sptm

Sentence Topic Prediction using Topic Modeling

robics

Automatic detection of robust parametrizations for LDA and NMF. Compatible with scikit-learn and gensim.