aaronzguan Goto Github PK
Name: Aaron Guan
Type: User
Bio: Ex-TuSimple's Software Engineer. CMU RI Alumni
Location: San Diego, CA
Blog: http://aaronguan.com
Name: Aaron Guan
Type: User
Bio: Ex-TuSimple's Software Engineer. CMU RI Alumni
Location: San Diego, CA
Blog: http://aaronguan.com
My homework solutions for CMU Machine Learning Course (10-601 2018Fall)
Source codes for my personal website: www.aaronguan.com
Mecanum Wheel Based Robot Car, with an Android application
RLBench simulation project for autonomous bin picking using Pandas robot arm
A CNN for Chinese Text Classifier based on TensorFlow and word2vec
A CNN for MNIST Dataset in Python
Use CNN and RNN to do the Chinese text classification, based on TensorFlow
Kaggle Competition on Face Classification and Verification for CMU-11785, ranked 47/301 (Top 16%) and 2/292 (Top 1%)
Kaggle Competition on Transcript Generation for CMU-11785, ranked 14/278 (Top 5%)
Dense 3D SLAM with point-based Fusion with RGB-D images
a standard five-stage, 32-bit pipelined MIPS processor in VHDL
A face recognition demo system based on Flask and HTML. Available methods include EigenFace, LBP, and ResNet-based deep learning
Toy deep face verification experiment on ORL
Folder / directory structure options and naming conventions for software projects
Kaggle Competition on Speech Classification for CMU-11785
Kinematics and RRT Path Planning algorithm for Franka Robot
My own Leetcode solution & explanation repo (Most of them are in Chinese)
SLAM as Least-Square Problems. Uses LU, QR and Pseudo Inverse with sparse matrix techniques to get the optimization
agent car's trajectory prediction for autonomous vehicles using Lyft dataset
Behavioural mapping analysis for robot/animal locomotion
an online-shopping platform database, course project for COMP421@McGill
lung tumor deep features extraction and classification with Resnet-18
Python Implementation of Monte Carlo Localization/Particle Filter Localization
Sampling-based Planning Algorithms with Constraint for a 7-DoF Robot Arm. The algorithms include RRT, CBiRRT, PRM, and OBPRM.
Extended Kalman Filter for estimating robot pose and landmarks in SLAM
Project for EIE3105 course at PolyU. A robot car embedded with STM32F103RB
Gazebo simulation with Turtlebot 3 for recognizing AR Tags
Kaggle Competition on Phoneme Prediction with CTCLoss for CMU-11785
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.