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Search results for graph convolutional networks traffic forecasting

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5 search results found

Spatio Temporal Papers ⭐ 194

This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic papers, AI lab and dataset etc.

Graph_convolutional_lstm ⭐ 140

Traffic Graph Convolutional Recurrent Neural Network

[AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"

Trendgcn ⭐ 32

[CIKM 2023] This is the official source code of "TrendGCN: Enhancing the Robustness via Adversarial Learning and Joint Spatial-Temporal Embeddings in Traffic Forecasting" based on Pytorch.

Gnn Spacetimegraphs ⭐ 6

Graph Neural Networks utilization for Spatiotemporal graphs. These methods will be applied into the problem of forecasting traffic flow on PEMS-Bay, METR-LA and Seattle Loop Datasets

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