- This repository contains files related to a machine learning or statistical modeling project. Thsi project Aims to manage traffic signals and optimize them efficiently to reduce the traffic jam percentage. The main goal of this repository is to be able to optimize the traffic jam. Todays major issue in this field is not optimizing time based on cars,days etc so this project optimizes this..
traffic.csv: This dataset likely contains traffic-related information. You can see this image- see temppng.png
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Clone the Repository:
git clone https://github.com/op2adi/Sml_final_project.git -
Dependencies:
- Ensure you have Python installed (preferably Python 3.x).
- Install necessary libraries using:
- Just run the file it contains pip install command where it is necessary
- Run the Code:
- Execute the Jupyter Notebook files to explore the project.
- Adjust file paths or configurations as needed.
-To use this we can run the pip install command first in file then you can do necessary imports,
- Now, You are ready to fire the system you can run the cells that will amnlayze the data and also if you want to change the data you can change in assests folder. -Remember column name and types must match or you will face severe Errors
- All results enclosed in file
- Aditya Upadhyay (self)
- Arpan Verma (classmate)
- Under Lisence of IIITD