MaartenGr/BERTopic

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

PythonMakefilenlpmachine-learningtopictransformerstopic-modelingberttopic-modelssentence-embeddingstopic-modellingldavis
This is stars and forks stats for /MaartenGr/BERTopic repository. As of 28 Apr, 2024 this repository has 4769 stars and 602 forks.

BERTopic BERTopic is a topic modeling technique that leverages 🤗 transformers and c-TF-IDF to create dense clusters allowing for easily interpretable topics whilst keeping important words in the topic descriptions. BERTopic supports all kinds of topic modeling techniques: Guided Supervised Semi-supervised Manual Multi-topic distributions Hierarchical Class-based Dynamic Online/Incremental Multimodal Multi-aspect Text Generation/LLM ...
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