#111 · Primary category: NLP Tools & Text Processing

hyperbase

artificial-intelligence cognitive-science computational-social-science hypergraphs knowledge knowledge-base knowledge-graph knowledge-representation natural-language-processing natural-language-understanding nlp python text-analysis text-mining

A foundational library for Semantic Hypergraphs

Project last updated:08/23/26

GitHub Stars

645

Forks

78

Contributors

12

License

MIT

Why we included this project

Hyperbase takes a different approach to representing meaning: it stores a natural language sentence as an ordered, recursive hyperlink, so the connections between ideas stay intact instead of being flattened into a bag of words or a simple subject-predicate-object triple. That makes it appealing for researchers and developers in knowledge representation and text analysis who want sentences treated as first-class graph structures, and the same design has drawn interest from computational social science. It is a low-level building block rather than a ready-made application, so expect to assemble your own pipelines on top of it; the manual and the research behind the project do a good job of explaining the formalism before you commit. If the precise relational shape of text matters more than off-the-shelf extraction, this is a solid fit for academic or exploratory work.

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