Pinned Repositories
autonomous-maze-solving-rover
"Mechatronics Systems: Design & Integration" Project, designed and built an autonomous rover using Arduino as the platform. The rover was able to accomplish the following three tasks during the 5 minutes demo: Firstly, It can localize itself after being placed in a random starting location in the maze. Secondly, The rover can detect and avoid obstacles while maneuvering through the maze. And lastly, the rover can search and pick up a block in the loading zone and deliver the block to the designated drop-off zone. Accomplished an additional task of using Bluetooth module to have the rover communicate with Matlab to achieve real-time inter-program communication and displaying the current location of the rover.
AWS_EC2_webapp_manager
A dynamic resource management web-app which manages the working AWS EC2 instances
AX6000
小米 AX6000 科学上网，开启ssh刷机，AX6000 openwrt xiaomi shellclash
cloud_computing_image_process_webapp
The web-based app provides an OpenCV based cloud computing service for the user to detect the texts in a given image. The users can sign up for an account on the website and upload images onto the server for processing. The users can also browse their uploaded images together with the processed results
Finencial-Engineering-P1
Instagram-like-android-app
Individual project from course "Creative Mobile Applications". The goal of this project is to create an Android app similar to "Instagram": a picture sharing app that allows users to register and then take and upload pictures, all of which are shared with other users of the app.
Kaggle_Salary_Data_Analysis
The goal of this project is to build a model to estimate the participant’s salary from the answers they replied to the survey -- “2019 Kaggle ML & DS Survey Challenge.”
Pacman-AI-controller
Implemented Game Tree Search algorithms (MiniMax, α-β Pruning, Expectimax) into an open source “Pacman Game” to control the “Pacman” collecting points in the maze and dodging the “monsters” to achieve a maximum score
simple_online_questionniare_for_MIE1624
Simple Online Questionniare
Smart-Course-Picker-Web-app
AWS serverless app "Smart Course Picker"
YixiaoHong's Repositories
YixiaoHong/simple_online_questionniare_for_MIE1624
Simple Online Questionniare
YixiaoHong/AX6000
小米 AX6000 科学上网，开启ssh刷机，AX6000 openwrt xiaomi shellclash
YixiaoHong/Finencial-Engineering-P1
YixiaoHong/AWS_EC2_webapp_manager
A dynamic resource management web-app which manages the working AWS EC2 instances
YixiaoHong/cloud_computing_image_process_webapp
The web-based app provides an OpenCV based cloud computing service for the user to detect the texts in a given image. The users can sign up for an account on the website and upload images onto the server for processing. The users can also browse their uploaded images together with the processed results
YixiaoHong/Instagram-like-android-app
Individual project from course "Creative Mobile Applications". The goal of this project is to create an Android app similar to "Instagram": a picture sharing app that allows users to register and then take and upload pictures, all of which are shared with other users of the app.
YixiaoHong/Kaggle_Salary_Data_Analysis
The goal of this project is to build a model to estimate the participant’s salary from the answers they replied to the survey -- “2019 Kaggle ML & DS Survey Challenge.”
YixiaoHong/Smart-Course-Picker-Web-app
AWS serverless app "Smart Course Picker"
YixiaoHong/constraint-satisfaction-problem-solver
Using Back Tracking(BT), Forward Tracking(FT) and Generalized Arc Consistency (GAC) to solve several constraint satisfaction problems including N-Queens problem, Class Scheduling problems.
YixiaoHong/DiscordBot
YixiaoHong/driver_development_training
driver development training
YixiaoHong/ECE1513_A5
YixiaoHong/ece1513_final
YixiaoHong/gaussian_model_analysis_project
Individual project from the course "Foundations of Data Analytics and Machine Learning". In this project, I implemented an anomaly detection algorithm using the Gaussian model to detect anomalous behavior in a 2D dataset first and then a high-dimensional dataset.
YixiaoHong/indeed_job_scraper
Indeed Job Scapper
YixiaoHong/KNN-classification_project
Individual project from the course "Foundations of Data Analytics and Machine Learning". Topics covered in this project including: data preparation and cleaning with Pandas; Data analysis using scikit-learn and NumPy; Exploratory data analysis (EDA); Nearest neighbors classification algorithm
YixiaoHong/linear_regression_project
Individual project from the course "Foundations of Data Analytics and Machine Learning". Topics covered in this project including: using linear regression to train a model from the dataset; Compair the efficiency of using different linear regression procedure.
YixiaoHong/MIE1624_final_project
YixiaoHong/MIE1624_project1
YixiaoHong/NFC
top secret
YixiaoHong/NLP
1624A2
YixiaoHong/PCA_analysis_project
Individual project from the course "Foundations of Data Analytics and Machine Learning". In this project, I implimented Principle Component Analysis (PCA) to analyse eigenfaces in an image dataset as well as extract main features in "Tuberculosis prevalence history" dataset and try to reconstruct data using the PCA.
YixiaoHong/perceptron-algorithm
ECE1513 Introduction to Machine Learning Assignment2. Developed classifier with perceptron algorithm to classify brest cancer dataset
YixiaoHong/PID-controlled-propeller-pendulum
Implemented PID to control the angle of the propeller pendulum which can hold a specific angle or tracks a sinusoidal wave with resistance to disturbances.
YixiaoHong/Prosopagnosia_Helper_Web_Server
YixiaoHong/sina_news_web_crawler
YixiaoHong/Smart-Course-Picker-background-app
Background application for the serverless app "Smart Course Picker"
YixiaoHong/sokoban-game-AI-solver
"Introduction to Artificial Intelligence" course project, developped a “Sokoban Game” AI solver with multiple searching algorithms (Depth First Search, Breadth First Search, Uniform Cost Search and Heuristic A* Search)
YixiaoHong/Turtulrbot_robot_contests
Group project for course "Mechatronics Systems: Design and Integration", develop under ROS system, implemented path planning algorithms to have Turtlebot robot navigate through the unknown environment and create 2D map for the surrounding environment
YixiaoHong/useless_one_pixel_camera
A unsless camera that can take a picture with only one pixel :)