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16 search results found

Graphein ⭐ 932

Protein Graph Library

Geometric Gnn Dojo ⭐ 307

Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks.

Nodeformer ⭐ 244

The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification"

Graph_attention_pool ⭐ 161

Attention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)

Graph Neural Network Course ⭐ 89

Free hands-on course about Graph Neural Networks using PyTorch Geometric.

Geometric Rna Design ⭐ 44

gRNAde: Geometric Deep Learning for RNA Design

Locally Private Graph Neural Networks (ACM CCS 2021)

GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)

Graph_ml ⭐ 10

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 learning and graph neural networks, algorithms for the world wide web, reasoning over knowledge graphs, and social network analysis.

Pyg Link Prediction ⭐ 9

Pytorch Geometric link prediction of a homogeneous social graph.

Log 2023 Gnns Recsys ⭐ 9

Presented as tutorial at the Second Learning on Graphs Conference (LoG 2023)

Graph4stackoverflow ⭐ 8

Graph Neural Networks for Expertise Classification on Stack Overflow

Gnn Powerflow ⭐ 7

Graph Neural Network application in predicting AC Power Flow calculation. Developed with Pytorch Geometric framework.

The implementation code for our paper Wasserstein Embedding for Graph Learning (WEGL).

Solutions to homework problems and programming assignments for Stanford's cs224w Machine Learning with Graphs (2021) course.

Graph Transformer Psiml ⭐ 5

Transformer implemented with graph attention network layers from PyTorch Geometric

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