Stars
Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.
LimSim & LimSim++: Integrated traffic and autonomous driving simulators with (M)LLM support
[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.
This repo contains the code for paper "Dense reinforcement learning for safety validation of autonomous vehicles"
An Open Source Machine Learning Framework for Everyone
A simulation developed from scratch using Pygame to simulate a 4-way traffic intersection having traffic lights with timer.
Code for a car-following model that predicts the acceleration of a car for the next time step based on headway and velocity data.
2020 CCF BDCI 线上第一 解决方案代码
手写实现李航《统计学习方法》书中全部算法
Code for: An investigation of transmission control measures during the first 50 days of the COVID-19 epidemic in China
Matplotlib styles for scientific plotting
Written python files to work with pNEUMA dataset
Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method
Traffic Flow Prediction with Neural Networks(SAEs、LSTM、GRU).
The "Python Machine Learning (2nd edition)" book code repository and info resource
The "Python Machine Learning (1st edition)" book code repository and info resource
Transportation planning and traffic simulation software for creating cities friendlier to walking, biking, and public transit
Learning human driver models from NGSIM data with imitation learning.
Python implementation of Tarjan's strongly connected components algorithm.
Traffic Signal timings using Deep Q-Learning
A curated list of awesome Machine Learning frameworks, libraries and software.
Computational framework for reinforcement learning in traffic control
Kernal module for tcp congestion control algorithm with user defined params for things such as slow start and AIMD
Implementation of Cell-Transmission Model in plateform of MATLAB