neural-topic-models

Open-source projects categorized as neural-topic-models
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Language: + Python + Jupyter Notebook
Topics: nlp-library topic-modeling NLP nlp-machine-learning topic-coherence
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Top 3 neural-topic-model Open-Source Projects

  • contextualized-topic-models

    A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.

  • 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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  • TopMost

    A Topic Modeling System Toolkit

    • Project mention: TopMost: A Topic Modeling System Toolkit | news.ycombinator.com | 2023-09-20
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).

neural-topic-models related posts

  • (NLP) Best practices for topic modeling and generating interesting topics?

    3 projects | /r/MLQuestions | 31 May 2021

  • Latest trends in topic modelling?

    3 projects | /r/LanguageTechnology | 24 Apr 2021

Index

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

Project Stars
1 contextualized-topic-models 1,164
2 OCTIS 685
3 TopMost 140

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