leetaylorlondon Goto Github PK

ai-core

amazon-item-tracker

Small side project that tracks the prices of items on amazon.

biomedical-formative

biomedical-summative

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%.

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.

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%.

csc2031-project

cursedlootremake

data-science-hackathon-02-03-2023

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.

data-structures-with-algorithm-design-analysis

University project to learn Java, OOP, and data structures. Achieved 100% mark for this project.

data-visualisation

deep-feedforward-neural-network

Deep feed forward neural network predicting taxi fare prices. Project features data & feature engineering.

dissertation

My Undergraduate dissertation project.

forage-lyft-starter-repo

Lyft starter repo

genetic-programming

green-coding-competition-fy23

Newcastle-Accenture-Hackathon-22-03-2023

hangman720

insertion-sort

This project generates random questions about insertion sort, you must provide answers in a certain format. The program marks your answer against the calculated correct answer.

kfgnet

leetaylorlondon.github.io

A website about me!

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.

lstm-neural-network

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.

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.

minigpt-4

MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

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.