traffic-flow
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This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic papers, AI lab and dataset etc.
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Jul 27, 2023 - Jupyter Notebook
Vehicular traffic flow simulator in road network, written in pure Python
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Mar 20, 2025 - Python
The vehicle orientation dataset is a large-scale dataset containing more than one million annotations for vehicle detection with simultaneous orientation classification using a standard object detection network.
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Sep 10, 2023
Organize some grid-based traffic flow datasets, mainly New York City bicycle and taxi data
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Jun 30, 2021
This repository contains software for multi-agent simulation model of mixed traffic flow of connected (HVs) and automated vehicles (AVs) in Python using pygame, matplotlib, numpy, scipy and seaborn libraries. The software is capable of simulating many different cases of traffic flow and creates data files and figures for the purpose of analysis.
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Jun 22, 2020 - Python
Using reinforcement learning and genetic algorithms to improve traffic flow and reduce vehicle waiting times in a single-lane two-way junction simulator by coordinating traffic signal schedules.
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Feb 27, 2023 - Python
This repository contains software for multi-agent simulation model of mixed traffic flow of connected (HVs) and automated vehicles (AVs) in Python using pygame, matplotlib, numpy, scipy and seaborn libraries. The software is capable of simulating many different cases of traffic flow and creates data files and figures for the purpose of analysis. Cu…
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May 17, 2020 - Python
Implementation of a multi-agent system for the modeling of carpooling in a city with one-way streets. Used Python and the Mesa package for multi-agent modeling.
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Jan 19, 2022 - Python
Traffic Flow Prediction using LSTM and GRU implemented using Noisy Activation Functions
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Oct 25, 2017 - Python
sharing traffic data for our research direction, there have traffic speed, flow, incident, etc,.
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Feb 13, 2023
Connected & Automated Vehicles (CAV) Traffic Simulator created using Python and ChatGPT.
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Apr 15, 2024 - Python
interactive demonstration of fundamentals of traffic flow and simulation on the web
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Aug 10, 2023 - JavaScript
My academic project :- optimization of green signal timings of traffic light controllers using firefly algorithm
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Oct 30, 2020 - Python
Official repo for the following paper: Traffic Forecasting on New Roads Unseen in the Training Data Using Spatial Contrastive Pre-Training (SCPT) (ECML PKDD DAMI '23)
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Mar 11, 2025 - Python
Repository for degree project: "Machine Learning-Based Data-Driven Traffic Flow Estimation from Mobile Data". Conducted at Research Institutes of Sweden (RISE).
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Jun 29, 2021 - Jupyter Notebook
Computational Transportation Science (CTS) resources for everyone!
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Apr 20, 2024 - Jupyter Notebook
Simulation for superblocks urbanism model.
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Dec 7, 2021 - Jupyter Notebook
Optimizing traffic signals based on Cell Transmission Model
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Jan 3, 2012 - C++
This project provides an integrated environment with tools to study traffic flow in Teatinos, Málaga. It automatically collects, refines, and stores traffic information for effective historical analysis. Additionally, it uses an Agent-Based Model (ABM) to simulate traffic behavior.
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Oct 2, 2024 - Jupyter Notebook
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