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Official PyTorch code of DeepPanoContext: Panoramic 3D Scene Understanding with Holistic Scene Context Graph and Relation-based Optimization (ICCV 2021 Oral).
Pytorch implementation of Relational GCN for node classification
This repo contains the code that runs RL+GNN to optimize LDOs in SKY130 process.
The implementation for "3D Scene Diffusion Guidance using Scene Graphs" paper. A Diffusion Model for Conditional 3D Scene Generation with Classifier-Free Guidance on Scene Graphs
A small tutorial notebook on Graph Neural Networks, especially Graph Convolutional Networks
Deep Learning on Academic Knowledge Graphs
Fraud detection using Graph Convolutional Networks
RGCN model for real-time fraud detection
Small Molecular Graph Generation for Drug Discovery
Introduction of RGCNExplainer, an explainability approach for Relational Graph Convolutional Neural Networks.