Isaac Cheng's repositories
student-network
A social media platform for university students with a social feed, quizzes, and achievements. Developed with Flask.
trading-portfolio-tracker
A cross-platform desktop application for monitoring and managing your investments from different brokers, with real-time market data integration from Yahoo Finance. Developed with Qt.
travel-buddy
A web application for planning your journeys with a travel companion to analyse routes based on fuel costs and environmental impact. Developed with Flask.
lift-control-simulation
A desktop application to simulate lift control with a custom algorithm optimised to reduce distance travelled by the lift by 82.5%. Developed with Qt.
8-puzzle-heuristic-search
An implementation of the A* search algorithm to solve the 8-puzzle problem, with two different heuristics.
brewhouse-management
A desktop application to manage brewing processes for Barnaby's Brewhouse. Developed with Qt.
machine-learning-in-chess
A final year project for the University of Exeter, using machine learning to study patterns in millions of chess games (~350 GB). Ranked 1st in the cohort for undergraduate projects (85%).
vaccine-order-processing
A CLI tool to process customer orders of COVID-19 vaccines for a shipping company. Developed with C++11.
student-planner
A desktop application developed in Python with PyQt5 to help students organise their work in a student planner consisting of an agenda and a timetable.
ant-colony-optimisation
An implementation of ant colony optimisation and various experiments.
handwritten-digit-recognition
An implementation of k-means clustering to recognise handwritten digits.
IsaacCheng9
My GitHub profile bio.
post-office-simulation
A simulation of a queuing system for a Post Office branch.
boruvkas-algorithm
An implementation of Boruvka's algorithm to find a minimum spanning tree in a graph.
mass-transit-billing
A billing system for a mass transit system with a network of stations, each belonging to a pricing zone.
music-detection
A microservice for detecting music tracks from audio input, akin to Shazam.
random-number-generator
A random number generator based on an input of numbers and their associated probabilities.
smart-alarm-clock
A smart alarm clock presented in a basic web interface.
stock-exchange-analysis
Forecasting prices using stock market index data with ridge, LASSO, and polynomial regression.
urban-area-classification
An implementation of a decision tree classifier to predict the most present age in each urban area in the data set.