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1. TrafficGCN/ST-GCN TrafficGCN/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 14 3

2. TrafficGCN/osmnx_adjacency_matrix_for_graph_convolutional_networks TrafficGCN/osmnx_adjacency_matrix_for_graph_convolutional_networks Public

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

   Jupyter Notebook 22 2

3. TrafficGCN/haversine_mapping_for_spatial_integration_in_graph_convolutional_networks TrafficGCN/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 4 1

4. TrafficGCN/optimal_path_dijkstra_for_data_science TrafficGCN/optimal_path_dijkstra_for_data_science Public

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

   Python 11 1

5. TrafficGCN/40_cities_osmnx_adjacency_matrices_for_graph_convolutional_networks TrafficGCN/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/.

   Python 7

6. orbital-mechanics orbital-mechanics Public

   A comprehensive 3D visualization of our solar system including planets, moons, asteroid belts, and the Oort cloud implemented in Python using Matplotlib.

   Python 1