Python topic-models

Open-source Python projects categorized as topic-models
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Topics: topic-modeling NLP Bert Transformers Natural Language Processing
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Top 3 Python topic-model Projects

  • BERTopic

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

    • Project mention: how can a top2vec output be improved | /r/learnmachinelearning | 2023-07-04

    Try experimenting with different hyperparameters, clustering algorithms and embedding representations. Try https://github.com/MaartenGr/BERTopic/tree/master/bertopic

  • OCTIS

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

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  • embedded-topic-model

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

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-07-04.

Python topic-models related posts

Index

What are some of the best open-source topic-model projects in Python? This list will help you:

Project Stars
1 BERTopic 5,519
2 OCTIS 681
3 embedded-topic-model 81

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