colurw

wiki_abstracts_NLP

Document-level semantic clustering. Unsupervised topic modelling.

beerBot

Recommender system predicting user beer preferences.

chess_NN

A chess engine taught by supervised ensemble learning. Playable in a Django Web Framework front end.

chess_NN_webapp

Containerised version of chess_NN with a web server and reverse proxy, deployed using GitHub actions

flight_sim_GNN

Adversarial deep reinforcement learning to optimise 'pilot' agents.

object_recognition_HD

Uses data augmentation and supervised transfer learning to categorise small objects in high-definition images.

pandora_NLP

Disentangling an LLM. Attempting the unsupervised labelling of latent feature representations inside a neural network.

public

snake_PPO

Nokia's classic 'snake' game, written in NumPy and converted into a Gymnasium Environment() for use with gradient-based reinforcement learning algorithms

temporal_CNN

Time-series forecasting of market price data using a multi-modal Convolutional Neural Network

trading_bot

Algorithmic trading, without the middlemen

wedding_venue_mapper

Searches for licensed wedding venues based on name and geographic criteria.