mOWL

Python library for machine learning with biomedical ontologies. Unifies projection-, axiom- and geometric-embedding methods (EL Embeddings, ELBE, BoxSquaredEL, OWL2Vec*, DL2Vec, OPA2Vec) behind one API, with first-class OWLAPI access and PyTorch integration.

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Developed in projects

Category: Ontology Embedding & Machine Learning

Related Highlights

IBNSINA-QI: Integrating Biomedical Networks and Semantic Information for Neural network Analysis of Quantitative Information — research illustration

IBNSINA-QI: Integrating Biomedical Networks and Semantic Information for Neural network Analysis of Quantitative Information

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Towards sound, complete, and explainable machine learning with biomedical ontologies (CRG11) — research illustration

Towards sound, complete, and explainable machine learning with biomedical ontologies (CRG11)

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