semvec/pypi-packages huggingface dataset:
vol2timing 0.0.11
This python tool aims to offer a light-weight computational engine to generate signal control timing data, and analyze the effectiveness of signal control strategies.
License: Apache 2.0

# Vol2Timing
This python tool aims to offer a **light-weight computational engine** to
generate optimize signal control timing data, and analyze the effectiveness of
signal control strategies. Our goal is to **automate** the process of optimizing
**movement-based**, **phase-based** signal control strategy and provide the
interfaces for other mesoscopic and microscopic Analysis, Modeling and
Simulation (**AMS**), based on Highway Capacity Manual's Quick Estimation
Method, and [GMNS](https://github.com/zephyr-data-specs/GMNS) based network
files.

The users and students can follow the steps below to learn and use this set of
tools.


a) Python code at
https://github.com/asu-trans-ai-lab/vol2timing/blob/master/release/test.py

b) Jupyter Notebook at
<https://github.com/asu-trans-ai-lab/vol2timing/blob/master/vol2timing.ipynb>


For advanced users, you can check out our source code at
<https://github.com/asu-trans-ai-lab/vol2timing/tree/master/src>, and learn the
steps from the log file (\*.log)

Other useful references:
Please check out the tool developed by Dr. Milan Zlatkovic at University of
Wyoming
(http://www.uwyo.edu/civil/faculty_staff/faculty/milan-zlatkovic/index.html,
mzlatkov\@uwyo.edu) for his Excel based Quick Estimation Method

a) Excel files:
https://github.com/milan1981/Sigma-X/blob/master/Sigma-X_v2_GMNS.xlsm

b) Youtube teaching video: <https://www.youtube.com/watch?v=Q1CxQFM9D5U>

c) Research paper: Zlatkovic, Milan, and Xuesong Zhou. "Integration of signal
timing estimation model and dynamic traffic assignment in feedback loops: System
design and case study." *Journal of Advanced Transportation* 49, no. 6 (2015):
683-699. ([Open
Access](https://onlinelibrary.wiley.com/doi/full/10.1002/atr.1295))

d) Research paper: Nourmohammadi, Fatemeh, Mohammadhadi Mansourianfar, Sajjad Shafiei, Ziyuan
Gu, and Meead Saberi. "An Open GMNS Dataset of a Dynamic Multi-modal
Transportation Network Model of Melbourne, Australia." *Data* 6, no. 2 (2021):
21.