BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics. (by MaartenGr)

Stats

Basic BERTopic repo stats
1
807
6.2
about 23 hours ago

MaartenGr/BERTopic is an open source project licensed under MIT License which is an OSI approved license.

BERTopic Alternatives

Similar projects and alternatives to BERTopic based on common topics and language

  • GitHub repo Top2Vec

    Top2Vec learns jointly embedded topic, document and word vectors.

  • GitHub repo gensim

    Topic Modelling for Humans

  • GitHub repo scattertext

    Beautiful visualizations of how language differs among document types.

  • GitHub repo bert-as-service

    Mapping a variable-length sentence to a fixed-length vector using BERT model

  • GitHub repo jiant

    jiant is an NLP toolkit

  • GitHub repo adapter-transformers

    Huggingface Transformers + Adapters = ❤️

  • GitHub repo spokestack-python

    Spokestack is a library that allows a user to easily incorporate a voice interface into any Python application.

NOTE: The number of mentions on this list indicates mentions on common posts. Hence, a higher number means a better BERTopic alternative or higher similarity.

Posts

Posts where BERTopic has been mentioned. We have used some of these posts to build our list of alternatives and similar projects.
  • What are some methods to build Google Trend-like indexes?
    check out BERTopic - https://github.com/MaartenGr/BERTopic
  • [P] Interactive Topic Modeling with BERTopic
    Github: https://github.com/MaartenGr/BERTopic Tutorial (friend link!): https://towardsdatascience.com/interactive-topic-modeling-with-bertopic-1ea55e7d73d8?sk=03c2168e9e74b6bda2a1f3ed953427e4