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graph2route

Graph2Route: A Dynamic Spatial-Temporal Graph Neural Network for Pick-up and Delivery Route Prediction.

Usage

Use the following command to run the code: python run.py

Repo Structure

The structure of our code and description of important files are given as follows:
│ ├────algorithm/
│ │ ├────graph2route_logistics/: code of graph2route for pick-up route prediction in logistics
│ │ └────graph2route_food/: code of graph2route for food delivery route prediction
├────data/dataset/
│ ├────logistics_p/: Logistics-P data.
│ └────food_pd/: Food_PD data.
├────my_utils/
│ ├────eval.py: Implemention of the evaluation metrics.
│ └────utils.py
└────run.py: Main function of this project, mainly used for training and evaluating different models.

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  • Python 100.0%