guangyangai
Stanford PhD graduate in energy resources engineering, working now in a healthcare tech start up in Boston, doing self driving and finance related side projects
Boston,MA
Pinned Repositories
analyzeboston
Various data analysis and visualization of Boston public data
awesome-deep-learning-papers
The most cited deep learning papers
browser_family_extraction
predict browser family
build_my_own_self_driving_car
Following guideline of donkey car, to build to a mini self driving car with my knowledge from Udacity self driving nano degree
CarND-Behavioral-Cloning-P3
Project 3 for Udacity self driving engineer
CarND-Catch-Run-Away-Car-UKF
In this Bonus Challenge use an Unscented Kalman Filter to try and catch a car moving in a continuous circle at constant velocity.
CarND-Kidnapped-Vehicle-Project
project 3 for term 2
CarND-LeNet-Lab
LeNet lab for MNIST dataset
CarND-Mercedes-SF-Utilities
Tools for Sensor Fusion processing.
CarND-MPC-Project
Project 5 for term 2
guangyangai's Repositories
guangyangai/analyzeboston
Various data analysis and visualization of Boston public data
guangyangai/awesome-deep-learning-papers
The most cited deep learning papers
guangyangai/browser_family_extraction
predict browser family
guangyangai/build_my_own_self_driving_car
Following guideline of donkey car, to build to a mini self driving car with my knowledge from Udacity self driving nano degree
guangyangai/CarND-Behavioral-Cloning-P3
Project 3 for Udacity self driving engineer
guangyangai/CarND-Catch-Run-Away-Car-UKF
In this Bonus Challenge use an Unscented Kalman Filter to try and catch a car moving in a continuous circle at constant velocity.
guangyangai/CarND-Kidnapped-Vehicle-Project
project 3 for term 2
guangyangai/CarND-LeNet-Lab
LeNet lab for MNIST dataset
guangyangai/CarND-Mercedes-SF-Utilities
Tools for Sensor Fusion processing.
guangyangai/CarND-MPC-Project
Project 5 for term 2
guangyangai/CarND-Object-Detection-Lab
guangyangai/CarND-P4-Advanced-Lane-Lines
Project 4 for Udacity self driving engineer
guangyangai/CarND-PID-Control-Project
Project 4 PID control for term 2
guangyangai/CarND-Traffic-Sign-Classifier-Project
Project 2 for Udacity Project 2
guangyangai/CarND-Unscented-Kalman-Filter-Project
Self-Driving Car Nanodegree Program Starter Code for the Unscented Kalman Filter Project
guangyangai/CarND-Vehicle-Detection-P5
Project 5 for Self driving Term 1
guangyangai/donkeycar
Open source hardware and software platform to build a small scale self driving car.
guangyangai/ExtendKalmanFilter
Project 1 for Udacity CarND term2
guangyangai/guangyangai.github.io
Build a Jekyll blog in minutes, without touching the command line.
guangyangai/ksql
KSQL - a Streaming SQL Engine for Apache Kafka
guangyangai/LeetCode-Sol-Res
Clean, Understandable Solutions and Resources for LeetCode Online Judge Algorithm Problems.
guangyangai/mmlspark
Microsoft Machine Learning for Apache Spark
guangyangai/path_planning
project 1 for term3
guangyangai/SDCND-P1-FindLane
Project 1 for Udacity self driving cars nanodegree
guangyangai/semantic_segmentation
project 2 for udacity self driving engineer nanodegree term 3
guangyangai/soccer_event_detection
Use gluoncv on soccerNet data for event detection
guangyangai/system_integration
final project for udacity self driving nanodegree
guangyangai/TLC301---AI-driven-self-healing-churn-prediction-and-fraud-detection-on-AWS
guangyangai/Traffic-Light-Classification
A detailed tutorial on how to build a traffic light classifier with TensorFlow for the capstone project of Udacity's Self-Driving Car Engineer Nanodegree Program.