tianyi17
PhD student in transportation engineering at the University of Minnesota
University of MinnesotaMinneapolis, MN, USA
Pinned Repositories
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
CAVSim
CAVSim: a traffic simulator for connected and automated vehicles (CAVs)
codats
Source code for "Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data" (KDD 2020)
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
git-practice
HW-
nyc-taxi-cab-clustering
simulations_IV24
Simulate mixed traffic on a ring road to analyze interactions between human-driven and ACC-equipped vehicles under various conditions, including disruptions.
Using-Databases-with-Python
tianyi17's Repositories
tianyi17/simulations_IV24
Simulate mixed traffic on a ring road to analyze interactions between human-driven and ACC-equipped vehicles under various conditions, including disruptions.
tianyi17/CAVSim
CAVSim: a traffic simulator for connected and automated vehicles (CAVs)
tianyi17/codats
Source code for "Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data" (KDD 2020)
tianyi17/FollowMe
Code repo for "FollowMe: Vehicle Behaviour Prediction in Autonomous Vehicle Settings"
tianyi17/GAN-Q-Learning
Unofficial Implementation of GAN Q Learning https://arxiv.org/abs/1805.04874
tianyi17/git-practice
tianyi17/HW-
tianyi17/in-class-git-practice
For use in UWSEDS Autumn 2018 Git/Github lectures.
tianyi17/JupyterWorkflow
JupyterWorkflow Example
tianyi17/Keras-GAN
Keras implementations of Generative Adversarial Networks.
tianyi17/MAD-GANs
Applied generative adversarial networks (GANs) to do anomaly detection for time series data
tianyi17/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
tianyi17/nsfw_data_scraper
Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier
tianyi17/pedestrian_yielding_data_MN
Pedestrian yielding data from 18 intersection in Minnesota, USA
tianyi17/pinn_ode_tutorial
tianyi17/pise
Physics Informed State Estimation, built on Dr. Maziar Raissi's work on PINN: https://maziarraissi.github.io/PINNs/
tianyi17/pygod
A Python Library for Graph Outlier Detection (Anomaly Detection)
tianyi17/pyod
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
tianyi17/pytod
TOD: GPU-accelerated Outlier Detection via Tensor Operations
tianyi17/staeiou.github.io
Github pages
tianyi17/starter-hugo-academic
tianyi17/tianyi-hugo-academic
tianyi17/tianyi17.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
tianyi17/TimeEval-algorithms
Time series anomaly detection algorithm implementations for TimeEval (Docker-based)
tianyi17/TimeEval-GUI
[Read-Only Mirror] Benchmarking Toolkit for Time Series Anomaly Detection Algorithms using TimeEval and GutenTAG
tianyi17/tods
TODS: An Automated Time-series Outlier Detection System
tianyi17/traffic-big-data-theory-and-applications
《交通大数据理论与方法》
tianyi17/transdim
Machine learning for transportation data imputation and prediction.
tianyi17/try
tianyi17/website_23