Research contents related to traffic

专业相关的研究总结

Posted by Zhangcun Yan on September 18, 2024

交通仿真:

  • Virtual Test-Driving
  • OpenTrafficSim
  • Calvert
  • traffic-simulation
  • Modeling GHR Microspic Car following Model
  • car-following-model
  • workzone
  • Work Zone Traffic Analysis–Applications & Decision Framework
  • Intersection Control Evaluationnavigate
  • Work Zone Intersection Safety
  • 基于Frenet优化轨迹的无人车动作规划方法
  • Data sciences
  • Modeling data distributions
  • Density Estimation for a Gaussian mixture
  • How to create a 3D time-series map using Python and Kepler
  • Bayesian Velocity Models for Horse Race Simulation
  • matplotlib-2D and 3D plotting in Python
  • Python三维绘图--Matplotlib
  • 气候数据分析
  • Likelihood based inference for univariate extremes
  • Probability learning

  • Fourier Transforms With scipy
  • 使用傅立叶变换清理时间序列数据噪声
  • 傅里叶变换
  • Noise cancellation with Python and Fourier Transform
  • A guide for using the Wavelet Transform in Machine Learning
  • About this tutorial
  • Machine Learning for Beginners
  • 小土的世界
  • Wasserstein距离
  • MNIST 手写数字识别
  • Python Lists
  • The JavaScript library for bespoke data visualization
  • Anaconda 查看、创建、管理和使用python环境
  • A first CausalNex tutorial
  • Customize your Jupyter Notebook Theme in 2 lines of code
  • denoise

  • Online R Compiler
  • Dynamic bayesian networks: representation, inference and learning
  • pcolormesh
  • Learning Theory from First Principle
  • Hausdorff distance
  • famouse people

    **Machine learning researcher**

  • Sarath Chandar @ polytechnique montreal
  • Emma Frejinger @ Mila
  • Biwei Huang
  • Steve Brunton @ UW USA
  • Yeping Hu @ Lawrence Livermore National Laboratory
  • gregorygundersen
  • Andrej Karpathy @ computer vision
  • Traffic

  • Juanwu Lu
  • Safety waymo
  • oprmation
  • Carolina Osorio
  • journal

  • Journal of Transportation Engineering
  • Alexandria Engineering Journal
  • Traffic Injury Prevention
  • Micro-dataset

    intersection trajectory data

  • LUMPI: The Leibniz University Multi-Perspective Intersection Dataset
  • interaction-dataset
  • INTERACTION Dataset
  • puema datasets
  • levelxdata in German
  • waymo
  • abstreet
  • Safety Pilot Model Deployment Data
  • DataVic
  • Highd-dataset
  • ind-dataset
  • Multimodal Data Set for Portland Oregon Region Test Data Set for the FHWA Connected Vehicle Initiative Real-Time Data Capture and Management Program
  • 深度学习数据集
  • Extract trajectory
  • INTERACTION Dataset​
  • Traffic dataset

  • CARLA Autonomous Driving Leaderboard
  • Lane-Change-Experiment-Data
  • traffic open data
  • 车辆自然驾驶轨迹数据集