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README.md

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[![arXiv](https://img.shields.io/badge/arXiv-2309.17114-b31b1b.svg)](http://dx.doi.org/10.48550/arXiv.2309.17114)
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[![DOI](https://joss.theoj.org/papers/10.21105/joss.07617/status.svg)](https://doi.org/10.21105/joss.07617)
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[![citations](https://img.shields.io/badge/dynamic/json?url=https://toruseo.github.io/misc_worker/citations.json&query=$.total_citations&label=citations)](https://github.com/toruseo/UXsim/wiki)
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[![Documentation](https://img.shields.io/badge/docs-available-brightgreen)](https://toruseo.jp/UXsim/docs/index.html)
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[![Static Badge](https://img.shields.io/badge/readme-%E6%97%A5%E6%9C%AC%E8%AA%9E%20%F0%9F%87%AF%F0%9F%87%B5%20-pink)](https://github.com/toruseo/UXsim/blob/main/README.jp.md)
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*UXsim* is a free, open-source macroscopic and mesoscopic network traffic flow simulator written in Python.
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- Visualization of simulation results using `Matplotlib`; interactive GUI is also available
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- Can also be directly integrated with other Python-based frameworks, such as `PyTorch` for deep reinforcement learning traffic control
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- The main code `uxsim.py` is only about 1200 lines of code. Users may easily understand and customize it
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- Dependency-free: you can use the simulator by doing `pip install uxsim` only
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- Dependency-free: you can use the simulator by doing `pip install uxsim` only
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- Provides a seamless user experience by integrating scenario construction, simulation, and data analysis into a unified, transparent Python workflow
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## Simulation Examples
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