TrafficGCN

All

9 repositories

refarch-templates
Public template
All templates for the Reference Architecture of it@M
Java
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MIT License
•4•0•0•0•Updated Sep 6, 2024Sep 6, 2024
munich-citizen-trafficwatch
Public
Collects and processes citizen requests about traffic conditions in Munich. Sammelt und verarbeitet Bürgeranfragen zur Verkehrssituation in München.
opendata traffic open-data city munich public-transport public-services issue-reporting citizen-requests city-feedback
Python
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MIT License
•0•1•0•0•Updated Aug 8, 2024Aug 8, 2024
ST-GCN
Public
Repository for advanced traffic forecasting models integrating GCN, LSTM/Bi-LSTM, and attention mechanisms for improved accuracy, including weather data processing.
python weather data-science neural-network traffic traffic-analysis lstm gru neural-networks attention-mechanism
Python
•1•10•0•0•Updated Aug 4, 2024Aug 4, 2024
osmnx_adjacency_matrix_for_graph_convolutional_networks
Public
Creating an Adjacency Matrix Using the Dijkstra Algorithm for Graph Convolutional Networks GCNs
python data-science graph graph-algorithms matrix osm traffic traffic-analysis dijkstra dijkstra-algorithm
Jupyter Notebook
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MIT License
•2•18•0•0•Updated Mar 31, 2024Mar 31, 2024
logo
Public
Python
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MIT License
•0•1•0•0•Updated Nov 26, 2023Nov 26, 2023
haversine_mapping_for_spatial_integration_in_graph_convolutional_networks
Public
Calculating the nearest weather sensor for each traffic sensor and then merging the weather sensors' temporal data with the traffic sensors'.
python weather data-science data neural-network graph traffic traffic-analysis neural-networks haversine
Python
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MIT License
•1•3•1•0•Updated Nov 23, 2023Nov 23, 2023
40_cities_osmnx_adjacency_matrices_for_graph_convolutional_networks
Public
Dijkstra adjacency distance matrices were calculated for 40 cities from traffic sensor locations provide by UTD19 https://utd19.ethz.ch/.
matrix openstreetmap traffic traffic-analysis networkx dijkstra dijkstra-algorithm traffic-prediction traffic-simulation dijkstra-shortest-path
Python
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Other
•0•6•0•0•Updated Nov 18, 2023Nov 18, 2023
optimal_path_dijkstra_for_data_science
Public
Plotting the Optimal Route in Python for Data Scientists using the Dijkstra Algorithm
python map data-science mapping osm dijkstra dijkstra-algorithm dijkstra-shortest-path optimal-route open-street-map
Python
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MIT License
•1•11•0•0•Updated Feb 26, 2023Feb 26, 2023
mfd_traffic_congestion_for_data_scientists
Public
Plotting a Macroscopic Fundamental Diagram for Data Scientists in Python for Traffic Flow in Congested Conditions
data-science traffic traffic-analysis traffic-congestion macroscopic-fundamental-diagram python matplotlib
Python
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MIT License
•0•2•0•0•Updated Feb 6, 2023Feb 6, 2023