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COMP528 Multi-Core and Multi-Processor Programming Assignment 2: Laplace solver

COMP528Multi-Core and Multi-Processor ProgrammingCLaplace solverPartial differential equation

Modelling heat transfer in a room can be done by using the Laplace equation, a second-order partial differential equation. This can be approximated using a iterative stencil method

COMP528 Multi-Core and Multi-Processor Programming Assignment 1: Travelling Salesman Problem

COMP528Multi-Core and Multi-Processor ProgrammingCTravelling Salesman ProblemSmallest Sum Insertion

The travelling salesman problem is a problem that seeks to answer the following question: ‘Given a list of vertices and the distances between each pair of vertices, what is the shortest possible route that visits each vertex exactly once and returns to the origin vertex?’

COMP9444 Neural Networks and Deep Learning Term 2, 2024 Assignment - Characters and Hidden Unit Dynamics

COMP9444Neural Networks and Deep LearningPythonCharacters and Hidden Unit DynamicsJapanese Character RecognitionMulti-Layer Perceptron

For Part 1 of the assignment you will be implementing networks to recognize handwritten Hiragana symbols. The dataset to be used is Kuzushiji-MNIST or KMNIST for short.

COMP9417 - Machine Learning Homework 2: Bias, Variance and an application of Gradient Descent

COMP9417Machine LearningPythonBiasVarianceGradient Descent

In this homework we revisit the notion of bias and variance as metrics for characterizing the behaviour of an estimator. We then take a look at a new gradient descent based algorithm for combining different machine learning models into a single, more complex, model.

18-213/18-613: Computer Systems, Summer 2024, Shell Lab: Writing Your Own Linux Shell

Computer SystemsShell LabCWriting Your Own Linux ShelltshProcess Control

The purpose of this assignment is to help you become more familiar with the concepts of process control and signalling. You’ll do this by writing a simple Linux shell program, tsh (tiny shell), that supports a simple form of job control and I/O redirection

Machine Learning Fundamentals Group Assessment: Model comparison

Machine LearningRMSEFeature EngineeringKNNRegression

Background Information Kevin is a professional real-estate manager. In the past, he relied on using a few important features for home valuation. His boss recently asked him to take the initiative to learn to use big data and machine learning algorithms to value home prices in order to better communicate with customers.

EL3147 Digital Signal & Image Processing A Assessment: Non-Destructive Identification of Mechanically Stronger Composite Plates

EL3147Digital Signal & Image ProcessingMatlabDSIPSignal analysisNoise reduction

This assignment is designed to give students an introduction to digital signal and image processing (DSIP) through their applications in ultrasonic non-destructive evaluation of engineering structures. You are required to use the Matlab software package to design and implement a DSIP system to identify a mechanically stronger plate manufactured using composite carbon fibre materials.

Mathematics for Computer Science Project 2: PAs-Modeling and CSI-Prediction

Behavioral modelingCSI-PredictionNMSEPython

The project requires completing one of the following two tasks, and when submitting, include the project code and a report. Various methods such as non-linear regression or deep learning can be employed.

COMP643 Advanced Database Management Assignment 3: QUERYING AND UPDATING THE DOCUMENT DATABASE

COMP643Advanced Database ManagementMongoDBDocument DatabaseNoSQL

MongoDB is an open-source document-oriented database that is designed to store large scale data. It is categorised as a NoSQL (Not only SQL) database because the storage and retrieval of data in the MongoDB is not in the form of tables and querying does not have to be done using SQL. Additional learning materials for MongoDB can be found on COMP643 LEARN Page.

EE450 Introduction to Computer Networks - Final Project: Conference booking system

EE450Introduction to Computer NetworksC++Socket ProgrammingTCPUDP

For this project, you will develop a simple conference booking system for two buildings, RTH and EEB, available to students. Students can check the availability of conference rooms and make reservations for the following week. They need to specify the room, day (e.g., Monday, Tuesday), and time (e.g., 4 pm) to reserve a room.