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This is the code base for our ACM CSCS 2019 paper: "RobustTP: End-to-End Trajectory Prediction for Heterogeneous Road-Agents in Dense Traffic with Noisy Sensor Inputs". This codebase contains imple…

Python 200 63 Updated Dec 8, 2019
Python 463 69 Updated Oct 3, 2024

《交通大数据理论与方法》

Python 160 39 Updated Aug 26, 2022

Visualization of car traffic in Paris from data published by the OpenData-Paris project.

Jupyter Notebook 32 4 Updated Jan 19, 2018

Gurobi modeling examples

Jupyter Notebook 667 296 Updated Dec 19, 2024

Reinforcement Learning-based VANET simulations

Python 54 8 Updated Jun 27, 2022

Fast data visualization and GUI tools for scientific / engineering applications

Python 3,926 1,109 Updated Dec 17, 2024

Statistical data visualization in Python

Python 12,678 1,941 Updated Dec 16, 2024

Interactive Data Visualization in the browser, from Python

TypeScript 19,468 4,197 Updated Dec 20, 2024

Misc data visualization projects, examples, and demos: mostly Python (pandas + matplotlib) and JavaScript (leaflet).

Jupyter Notebook 738 308 Updated Apr 16, 2021

动手学数据分析以项目为主线,知识点孕育其中,通过边学、边做、边引导来得到更好的学习效果

Jupyter Notebook 1,189 360 Updated May 29, 2024

Tutorials on how to use pandas effectively to do data analysis

Jupyter Notebook 1,106 328 Updated Nov 30, 2022

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

Jupyter Notebook 22,401 15,231 Updated Dec 22, 2023

《利用Python进行数据分析·第2版》

8,020 2,700 Updated Aug 19, 2024

Data Science Using Python

Jupyter Notebook 5,231 3,640 Updated Jul 8, 2023

This is repository contains project about traffic light management system based on machine learning

Python 47 13 Updated May 25, 2021

Project to improve the efficiency of traffic signal control and reduce traffic delay at intersections by using various optimization algorithms.

Python 5 1 Updated Apr 5, 2022

This is a Multi-intersection Vehicular Cooperative Control (MiVeCC) scheme to enable cooperation among vehicles in a 3*3 unsignalized intersections. we proposed a algorithm combined heuristic-rule …

Python 28 8 Updated Aug 26, 2021

Deep Q-Learning traffic light agent using Reinforcement Learning to maximize efficiency in a custom SUMO environment

Python 12 1 Updated Jul 26, 2023

Matplotlib styles for scientific plotting

Python 17 Updated May 28, 2020
Python 119 22 Updated Nov 4, 2024

Official codebase for Redeeming Intrinsic Rewards via Constrained Policy Optimization

Python 77 6 Updated Apr 13, 2023

Project Reinforcement Learning (RL) for Traffic Light Control (TLC)

Jupyter Notebook 3 Updated May 3, 2020

sumo-rl training 2 way single intersection using reinforcement learning

Jupyter Notebook 2 1 Updated Dec 7, 2022
Python 1 Updated Dec 15, 2022

Web-based 3D visualization of SUMO microsimulations using TraCI and three.js.

TypeScript 167 66 Updated Jan 25, 2023

Web-based 3D visualization of SUMO microsimulations using TraCI and three.js.

TypeScript 1 Updated Nov 25, 2018
Python 2 Updated Sep 27, 2021

Python library for optimizing noisy functions.

Python 87 15 Updated Aug 5, 2022

A Simulation Environment based on SUMO to analyze Scenarios for autonomous driving vehicles in Cities

Python 27 6 Updated Jun 21, 2023
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