Shypd.aiThe largest open index of AI toolsPyKEEN is a Python library for learning and evaluating knowledge graph embeddings. It supports various models and datasets, incorporating multi-modal information for enhanced learning.
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PyKEEN (Python Knowledge Graph Embeddings) is a comprehensive Python library designed for training and evaluating knowledge graph embedding models. It facilitates research and development in knowledge representation by offering a wide array of built-in datasets, including both general and inductive types, and an extensive collection of 40 different models. The library is highly extensible, allowing users to easily integrate their own datasets, models, and training loops. PyKEEN supports various representations and interaction functions, making it a versatile tool for diverse knowledge graph analysis tasks. Its pipeline function provides a high-level entry point for quick setup and evaluation, making it accessible for both beginners and advanced users.
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