TrafficGCN/ST-GCN

Repository for advanced traffic forecasting models integrating GCN, LSTM/Bi-LSTM, and attention mechanisms for improved accuracy, including weather data processing.

Language: Python - Size: 956 MB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 16 - Forks: 3

TrafficGCN/refarch-templates Fork of it-at-m/refarch-templates

All templates for the Reference Architecture of it@M

Language: Java - Size: 2.7 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

TrafficGCN/osmnx_adjacency_matrix_for_graph_convolutional_networks

Creating an Adjacency Matrix Using the Dijkstra Algorithm for Graph Convolutional Networks GCNs

Language: Jupyter Notebook - Size: 46.9 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 22 - Forks: 2

TrafficGCN/trafficgcn-apigateway Fork of it-at-m/refarch

Collection of different ready to use reference architecture (RefArch) components developed by it@M.

Language: Java - Size: 1 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

TrafficGCN/trafficgcn Fork of it-at-m/refarch-templates

All templates for the Reference Architecture of it@M

Language: Java - Size: 2.46 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

TrafficGCN/40_cities_osmnx_adjacency_matrices_for_graph_convolutional_networks

Dijkstra adjacency distance matrices were calculated for 40 cities from traffic sensor locations provide by UTD19 https://utd19.ethz.ch/.

Language: Python - Size: 589 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 0

TrafficGCN/haversine_mapping_for_spatial_integration_in_graph_convolutional_networks

Calculating the nearest weather sensor for each traffic sensor and then merging the weather sensors' temporal data with the traffic sensors'.

Language: Python - Size: 119 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 1

TrafficGCN/mfd_traffic_congestion_for_data_scientists

Plotting a Macroscopic Fundamental Diagram for Data Scientists in Python for Traffic Flow in Congested Conditions

Language: Python - Size: 7.32 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

TrafficGCN/optimal_path_dijkstra_for_data_science

Plotting the Optimal Route in Python for Data Scientists using the Dijkstra Algorithm

Language: Python - Size: 927 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 1

TrafficGCN/munich-citizen-trafficwatch

Collects and processes citizen requests about traffic conditions in Munich. Sammelt und verarbeitet Bürgeranfragen zur Verkehrssituation in München.

Language: Python - Size: 4.56 MB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

TrafficGCN/logo

Language: Python - Size: 1.98 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0