Tianyi Li's repositories
CAVSim
CAVSim: a traffic simulator for connected and automated vehicles (CAVs)
FollowMe
Code repo for "FollowMe: Vehicle Behaviour Prediction in Autonomous Vehicle Settings"
GAN-Q-Learning
Unofficial Implementation of GAN Q Learning https://arxiv.org/abs/1805.04874
in-class-git-practice
For use in UWSEDS Autumn 2018 Git/Github lectures.
JupyterWorkflow
JupyterWorkflow Example
Keras-GAN
Keras implementations of Generative Adversarial Networks.
MAD-GANs
Applied generative adversarial networks (GANs) to do anomaly detection for time series data
Netease-to-Youtube-or-Spotify
迁移你的网易云歌单到 Apple Music, Youtube or Spotify. Easily transfer your Netease music playlist to Apple Music, Youtube or Spotify
nsfw_data_scraper
Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier
pedestrian_yielding_data_MN
Pedestrian yielding data from 18 intersection in Minnesota, USA
pise
Physics Informed State Estimation, built on Dr. Maziar Raissi's work on PINN: https://maziarraissi.github.io/PINNs/
pygod
A Python Library for Graph Outlier Detection (Anomaly Detection)
pyod
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
pytod
TOD: GPU-accelerated Outlier Detection via Tensor Operations
simulations_IV24
Simulate mixed traffic on a ring road to analyze interactions between human-driven and ACC-equipped vehicles under various conditions, including disruptions.
staeiou.github.io
Github pages
tianyi17.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
TimeEval-algorithms
Time series anomaly detection algorithm implementations for TimeEval (Docker-based)
TimeEval-GUI
[Read-Only Mirror] Benchmarking Toolkit for Time Series Anomaly Detection Algorithms using TimeEval and GutenTAG
tods
TODS: An Automated Time-series Outlier Detection System
traffic-big-data-theory-and-applications
《交通大数据理论与方法》
transdim
Machine learning for transportation data imputation and prediction.