CogDL
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About
CogDL is an extensive Toolkit for Graph Neural Networks, offering effective and efficient solutions for real-world problems, particularly those involving large-scale data. It boasts high efficiency through well-optimized operators, easy-to-use APIs for experiments and hyper-parameter search, and strong reproducibility with leaderboards for state-of-the-art models. Additionally, CogDL integrates a unified trainer with decoupled modules for efficient GNN training and is designed for extensibility, facilitating the application of GNN models to new scenarios based on its framework.
Platform
Task
Features
• high efficiency
• a unified trainer
• extensibility framework
• reproducibility leaderboards
• easy-to-use apis
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