GraphGPS
efficient-gnns
GraphGPS | efficient-gnns | |
---|---|---|
1 | 2 | |
596 | 525 | |
- | - | |
0.0 | 0.0 | |
4 months ago | over 1 year ago | |
Python | Python | |
MIT License | - |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
GraphGPS
efficient-gnns
- [R] Recent Advances in Efficient and Scalable Graph Neural Networks
-
[Project] Efficient and scalable Graph Neural Networks papers
Please help me improve it: https://github.com/chaitjo/awesome-efficient-gnn
What are some alternatives?
graphtransformer - Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.
euler - A distributed graph deep learning framework.
chemicalx - A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)
gnn-lspe - Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022
diffnet - Graph Neural Network based Social Recommendation Model. SIGIR2019.
awesome-drug-pair-scoring - Readings for "A Unified View of Relational Deep Learning for Drug Pair Scoring." (IJCAI 2022)
Torch-Pruning - [CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs
awesome-graph-classification - A collection of important graph embedding, classification and representation learning papers with implementations.
PDN - The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)