Project Name	Stars	Most Recent Commit	Open Issues	License	Language
T Gcn	1,011	9 months ago	1		Jupyter Notebook
Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method
Gnn4traffic	864	4 months ago
This is the repository for the collection of Graph Neural Network for Traffic Forecasting.
Traffic_prediction	237	5 months ago		mit	TeX
Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using historical data (timeseries).
Astgcn	183	5 years ago	15		Python
Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019
Lanegcn	128	3 years ago	6	other	Python
[ECCV2020 Oral] Learning Lane Graph Representations for Motion Forecasting
Awesome Traffic Prediction	78	2 years ago	1
Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.
Dagnet	72	2 years ago		mit	Python
PyTorch code for ICPR 2020 paper "DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting"
Pysimplegui Covid19	67	2 years ago			Python
A collection of PySimpleGUI based tools to help analyze the spread of the COVID-19 virus
Stgcn Pytorch	67	5 years ago	5	mit	Python
🚗 Implementation of spatio-temporal graph convolutional network with PyTorch
Temporal Gcn Lstm	44	3 years ago			Python
Code for Characterizing and Forecasting User Engagement with In-App Action Graphs: A Case Study of Snapchat

Alternatives To Astgcn

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T Gcn ⭐ 1,011

Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method

most recent commit 9 months ago

Gnn4traffic ⭐ 864

This is the repository for the collection of Graph Neural Network for Traffic Forecasting.

most recent commit 4 months ago

Traffic_prediction ⭐ 237

Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using historical data (timeseries).

most recent commit 5 months ago

Astgcn ⭐ 183

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019

most recent commit 5 years ago

Lanegcn ⭐ 128

[ECCV2020 Oral] Learning Lane Graph Representations for Motion Forecasting

most recent commit 3 years ago

Awesome Traffic Prediction ⭐ 78

Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.

most recent commit 2 years ago

Dagnet ⭐ 72

PyTorch code for ICPR 2020 paper "DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting"

most recent commit 2 years ago

Pysimplegui Covid19 ⭐ 67

A collection of PySimpleGUI based tools to help analyze the spread of the COVID-19 virus

most recent commit 2 years ago

Stgcn Pytorch ⭐ 67

🚗 Implementation of spatio-temporal graph convolutional network with PyTorch

most recent commit 5 years ago

Temporal Gcn Lstm ⭐ 44

Code for Characterizing and Forecasting User Engagement with In-App Action Graphs: A Case Study of Snapchat

most recent commit 3 years ago

Suggest An Alternative To ASTGCN

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Astgcn vs T Gcn

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Astgcn vs Traffic_prediction

Astgcn vs Lanegcn

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Astgcn vs Dagnet

Astgcn vs Pysimplegui Covid19

Astgcn vs Stgcn Pytorch

Astgcn vs Temporal Gcn Lstm

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