Pinned Repositories
chatroom
CS5489
CityU ML tutorials for your baseline experiments
FruitRecognizer
An AR App for recognizing objects(some fruits/vegetables）, using coreML && ARKit2.
Kaggle_plant_pathology
ML course project, including data analysis part, implement network and final submission (with accuracy around 0.94).
Maze_DQN_reinforcement_learning
Use deep Q network to solve maze problem generated randomly, i.e. find the shortest path in a maze
Maze_reinforcement_learning
Use Q-Learning and SARSA to solve maze problem generated randomly, i.e. find the shortest path in a maze
MovieReview
This is a DApp based on smart contract and runs on a local blockchain, where people can write movie reviews.
Obstacle_avoidance_dqn
Obstacle avoidance with DQN Algorithm (Double DQN, Prioritized Experience Replay, Dueling Network Architectures, N-step Return, Soft TargetNet, Parallel computing...
PointNet
PointNet implementation on Windows (pyTorch version, most of codes are brorrowed from Fxia22)
TLS_Malware_Detection
ML classification for TLS malware traffic
saaries's Repositories
saaries/CS5489
CityU ML tutorials for your baseline experiments
saaries/PointNet
PointNet implementation on Windows (pyTorch version, most of codes are brorrowed from Fxia22)
saaries/Maze_DQN_reinforcement_learning
Use deep Q network to solve maze problem generated randomly, i.e. find the shortest path in a maze
saaries/Obstacle_avoidance_dqn
Obstacle avoidance with DQN Algorithm (Double DQN, Prioritized Experience Replay, Dueling Network Architectures, N-step Return, Soft TargetNet, Parallel computing...
saaries/Maze_reinforcement_learning
Use Q-Learning and SARSA to solve maze problem generated randomly, i.e. find the shortest path in a maze
saaries/chatroom
saaries/MovieReview
This is a DApp based on smart contract and runs on a local blockchain, where people can write movie reviews.
saaries/TLS_Malware_Detection
ML classification for TLS malware traffic
saaries/Backtracing_sudoku_solver
Live demo shows how backtracing works in solving a sudoku problem.
saaries/FruitRecognizer
An AR App for recognizing objects(some fruits/vegetables）, using coreML && ARKit2.
saaries/Kaggle_plant_pathology
ML course project, including data analysis part, implement network and final submission (with accuracy around 0.94).
saaries/Desktop_Pet
This is an App our team made in the undergraduate Android course. It provides functions like BlueTooth connection-based games, WeChat digital red package notifications, etc.
saaries/Pointnet_visualization_tool
saaries/saaries.github.io
saaries/When-Deep-Learning-Meets-Differential-Privacy-Privacy-Security-and-More
Li X, Chen Y, Wang C, Shen C. When Deep Learning Meets Differential Privacy: Privacy, Security, and More. IEEE Network. 2021 Nov;35(6):148-55.