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bsc-computer-science

Video discussing this curriculum:

consolidate

Consolidate was a proof of concept cross-platform self-improvement application designed to help improve your productivity through organisation and the elimination of procrastination.

covid-survival-model

This artificial neural network (ANN) was trained on patients with COVID-19 based on pre-conditions such as age, obesity, hypertension, etc. The model was created with PyTorch on Juypter Notebook.

django-website-covid-19

A basic Django blog website featuring articles covering the COVID-19 pandemic.

lenet-5

LeNet-5, a convolution neural network (CNN), for digit recognition was replicated in PyTorch and trained on the MNIST dataset with feature visualisation via a gradient-based method.

neural-networks

A collection of neural network models implemented on Python using the popular machine learning library PyTorch.

newsfeed

python-brownian-motion

A very basic simulation of Brownian motion using the PyGame library.

python-repo

quanta

A work in progress educational tool with the purpose of visualising and simulating quantum systems with idealised potential barriers.

r-repo

random-forest-regressor

This Jupyter notebook serves as a machine learning template to quickly make predictions and analyse feature importance in a dataset.

visualising-complex-functions

This library contains code to visualise complex functions and their poles by plotting their corresponding Pòlya vector fields.