#计算机科学#Protein Graph Library
Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks (ICML 2023)
#计算机科学#Free hands-on course about Graph Neural Networks using PyTorch Geometric.
The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification"
Attention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)
gRNAde: Geometric Deep Learning for 3D RNA inverse design (ICLR 2025 Spotlight)
B站GNN教程资料
#计算机科学#Graph Neural Network application in predicting AC Power Flow calculation. Developed with Pytorch Geometric framework. My Master Thesis at Eindhoven University of Technology
#计算机科学#Locally Private Graph Neural Networks (ACM CCS 2021)
#计算机科学#GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)
Various Applications and Descriptions of GNN with Pytorch, Pytorch Geometric.
The implementation code for our paper Wasserstein Embedding for Graph Learning (ICLR 2021).
Learning latent graph representations of the dancing body with GNNs
Price prediction for Crypto, Stock, and Index using Hybrid Graph Attention Network (GAT) and Long Short-Term Memory (LSTM) models on PyTorch.
#计算机科学#Course: Graph Machine Learning focuses on the application of machine learning algorithms on graph-structured data. Some of the key topics that are covered in the course include graph representation le...
Transformer implemented with graph attention network (GAT) layers from PyTorch Geometric
Graph Neural Networks for Expertise Classification on Stack Overflow
#计算机科学#ProGAP: Progressive Graph Neural Networks with Differential Privacy Guarantees (WSDM 2024)
A Network Intrusion Detection System (NIDS) based on a Graph Neural Network (GNN), using E-GraphSAGE, implemented with PyTorch and PyTorch Geometric.