GraphCNN_parking

This is the codebase of GraphCNN + LSTM for block-level parking prediction in city scale.

Network is written in PyTorch.
Model framework in gcnn_pkg.py.

Arxiv: https://arxiv.org/abs/1901.06758
Paper under review for Transportation Research Part C

Name		Name	Last commit message	Last commit date
GCNNLSTM_data_generation.ipynb		GCNNLSTM_data_generation.ipynb
Model_selection_grid_search.ipynb		Model_selection_grid_search.ipynb
Network_2_graph.py		Network_2_graph.py
README.md		README.md
baseline_models.py		baseline_models.py
gcnn_pkg.py		gcnn_pkg.py
keras_parking_lstm.py		keras_parking_lstm.py
link_latlon.geojson		link_latlon.geojson