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- # RouteExplainer: An Explanation Framework for Vehicle Routing Problem (Work in progress)
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- This repo is the official implementation of "RouteExplainer: An Explanation Framework for Vehicle Routing Problem" (PAKDD 2024). Please check more details at the project page https://ntt-dkiku.github.io/xai-vrp/.
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-
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- ## Setup
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- We recommend using Docker to setup development environments. Please use the [Dockerfile](./Dockerfile) in this repository.
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- ```
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- docker build -t route_explainer/route_explainer:1.0 .
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- ```
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- If you use LKH and Concorde, you need to install them by typing the following command. LKH and Concorde is required for reproducing experiments, but not for demo.
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- ```
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- python install_solvers.py
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- ```
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- In the following, all commands are supposed to be typed inside the Docker container.
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-
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- ## Reproducibility
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- <!-- Refer to [reproduce_experiments.ipynb](./reproduct_experiments.ipynb). -->
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- Coming Soon!
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-
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- ## Training and evaluating edge classifiers
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- ### Generating synthetic data with labels
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- ```
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- python generate_dataset.py --problem tsptw --annotation --parallel
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- ```
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-
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- ### Training
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- ```
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- python train.py
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- ```
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-
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- ### Evaluation
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- ```
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- python eval.py
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- ```
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-
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- ## Explanation generation (demo)
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- Go to http://localhost:8888 after launching the streamlit app with the following command. You may change the port number as you like.
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- ```
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- streamlit run app.py --server.port 8888
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- ```
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-
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- ## Licence
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- Our code is licenced by NTT. Basically, the use of our code is limitted to research purposes. See [LICENSE](./LICENSE) for more details.
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-
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- ## Citation
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- Coming Soon!
 
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+ ---
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+ title: RouteExplainer
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+ emoji: 🚗
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+ colorFrom: red
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+ colorTo: blue
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+ sdk: streamlit
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+ sdk_version: 1.31.1
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+ app_file: app.py
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+ pinned: false
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+ license: NTT (See https://github.com/ntt-dkiku/route-explainer/blob/main/LICENSE)
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+ ---
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+
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+ Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference