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1. PM2.5-GNN PM2.5-GNN Public

   PM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting

   Python 227 70

2. air_inference_spin air_inference_spin Public

   Model and loss code for Physics-inspired inductive spatiotemporal kriging for PM2.5 with satellite gradient constraints, Atmospheric Environment (2026)

   Python

3. PCDCNet PCDCNet Public

   Python

4. GeniePath-pytorch GeniePath-pytorch Public

   This is a PyTorch implementation of the GeniePath model in <GeniePath: Graph Neural Networks with Adaptive Receptive Paths> (https://arxiv.org/abs/1802.00910)

   Python 104 28

5. graph-neural-network-pyg graph-neural-network-pyg Public

   PyG (a geometric extension library for PyTorch) implementation of several Graph Neural Networks (GNNs): GCN, GAT, GraphSAGE, etc.

   Python 50 12

6. Papers-on-Spatial-Temporal-Graph-Neural-Networks Papers-on-Spatial-Temporal-Graph-Neural-Networks Public

   Papers on Spatial-Temporal Graph Neural Networks

   26 7