Dev-016's repositories
Dissertation
My Undergraduate dissertation project.
Neural-Network-Diabetes-Classifier
Neural network which is trained on paitient data to classify whether someone is diabetic. Inspired by the book, Neural Network Projects with Python by James Loy.
Computer-Science-Exam-Revision
Personal project. This program generates random questions for 8 different computer science topics, along with the answers. The purpose of this project is revise, and learn these topics. The method to reach an answer in these topics can also be learned from the source code.
Data-Science-Hackathon
Develop a tool to report in realtime the activities of any given company. This project demonstrates web scraping and API-usage to perform language analysis and summarisation.
Machine-Learning-Autoencoder-MNIST-Digits
Personal project to develop a machine learning autoencoder to compress and reconstruct hand written numbers from the MNIST dataset. Using tensorflow, and knowledge from YouTube tutorial by sentdex.
Neural-Network-Student-Grades
Personal project to use what I've studied on machine learning so far to make, test and refine my own model for a dataset on student grades.
amazon-item-tracker
Small side project that tracks the prices of items on amazon.
CNN-Transfer-Learning
University Project. In this project I modified a number of hyper parameters, detailed in my report. To increase the accuracy of the CNN model. Achieved 84%.
Convolutional-Neural-Network
Convolutional neural network project which classifies images of dogs and cats.
CPlusPlusBasics
Small side project on C++.
CSC1035-A3
University team project. Uses Java and SQL to communicate with a database. The context of this project is to build an interactive database system for a shop. Achieved 84%.
Deep-FeedForward-Neural-Network
Deep feed forward neural network predicting taxi fare prices. Project features data & feature engineering.
Green-Coding-Competition-FY23
Newcastle-Accenture-Hackathon-22-03-2023
LinearProbe
This project generates random questions about Hashing Linear Probe, you must provide answers in a certain format. The program marks your answer against the calculated correct answer.
Machine-Learning-Neural-Network-MNIST-Digits
First attempt at writing my own machine learning neural network to recognise hand written numbers from the MNIST dataset. Using tensorflow, and knowledge from books such as, Neural Network Projects with Python by James Loy, and Make Your Own Neural Network by Tariq Rashid.
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
OSRS-XP-Calculator
Small side project. Input current level or xp, target level, name of skill (optional), XP per hour, and hours per day. Number of hours and days needed to reach target level is outputted.
VisualPathing
Personal Project. An interactable GUI for tracing path finding algorithms. Used to learn the pygame library.