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.

Get it

• GitHub: https://github.com/bio-ontology-research-group/mowl ★ 91
• Homepage: https://mowl.readthedocs.io

Developed in projects

• IBNSINA-QI: Integrating Biomedical Networks and Semantic Information for Neural network Analysis of Quantitative Information
• Towards sound, complete, and explainable machine learning with biomedical ontologies (CRG11)

Category: Ontology Embedding & Machine Learning