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backtracing_sudoku_solver

Live demo shows how backtracing works in solving a sudoku problem.

chatroom

cs5489

CityU ML tutorials for your baseline experiments

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.

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)

pointnet_visualization_tool

saaries.github.io

tls_malware_detection

ML classification for TLS malware traffic

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.