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Name: Dean Liu
Type: User
Bio: Mech/Aero flight controls engineer with ML/DS skills, transitioning into autonomy and AI. Private pilot & performance driving school instructor.
Location: SF Bay Area, CA, USA
Name: Dean Liu
Type: User
Bio: Mech/Aero flight controls engineer with ML/DS skills, transitioning into autonomy and AI. Private pilot & performance driving school instructor.
Location: SF Bay Area, CA, USA
This lab guides you through using AlexNet and TensorFlow to build a feature extraction network.
Starting files for the Udacity CarND Behavioral Cloning Project
Images and notebook for camera calibration
Self-Driving Car Nanodegree Program Starter Code for the Extended Kalman Filter Project
Lane Finding Project for Self-Driving Car ND
CarND Term 2 Model Predictive Control (MPC) Project
CarND MPC Quizzes
Create a path planner that is able to navigate a car safely around a virtual highway
I added several best practices from aircraft flight control system domain. See README.md "Student Reflections" section for details.
Classify Traffic Signs.
Self-Driving Car Nanodegree Program Starter Code for the Unscented Kalman Filter Project
Vehicle Detection Project
A collection of handy cheat sheets for programming, data science, version control, statistics, and probability.
ESP8266-01 Breakout Board
A demonstration of how to find lane lines with OpenCV.
A book for the coursera statistical inference class
Pololu Arduino library for LSM6DS33 accelerometer and gyro
MPG analytics on sonoma raceway
My C++ solution to an Object Oriented Design interview take-home challenge.
Walkthrough exercises from PandasTutorial by Wes McKinney.
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
A self-driving car simulator built with Unity
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.