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Search results for benchmark graph neural networks

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8 search results found

Benchmarking Gnns ⭐ 2,196

Repository for benchmarking graph neural networks

Datasets ⭐ 521

A repository of pretty cool datasets that I collected for network science and machine learning research.

DANCE: A Deep Learning Library and Benchmark Platform for Single-Cell Analysis

Lanczosnetwork ⭐ 271

Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry Benchmark, ICLR 2019

Implementation of Principal Neighbourhood Aggregation for Graph Neural Networks in PyTorch, DGL and PyTorch Geometric

Clinical Trial Outcome Prediction ⭐ 60

benchmark dataset and Deep learning method (Hierarchical Interaction Network, HINT) for clinical trial approval probability prediction, published in Cell Patterns 2022.

Deep_gcn_benchmarking ⭐ 56

[Preprint] "Bag of Tricks for Training Deeper Graph Neural Networks A Comprehensive Benchmark Study" by Tianlong Chen*, Kaixiong Zhou*, Keyu Duan, Wenqing Zheng, Peihao Wang, Xia Hu, Zhangyang Wang

🗂 Graph Learning Indexer: a contributor-friendly and metadata-rich platform for graph learning benchmarks. Dataloading, Benchmarking, Tagging, and more!

Implementation of Directional Graph Networks in PyTorch and DGL

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