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colurw's Projects

beerbot icon beerbot

Recommender system predicting user beer preferences.

chess_nn icon chess_nn

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

chess_nn_webapp icon chess_nn_webapp

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

flight_sim_gnn icon flight_sim_gnn

Adversarial deep reinforcement learning to optimise 'pilot' agents.

object_recognition_hd icon object_recognition_hd

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

pandora_nlp icon pandora_nlp

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

snake_ppo icon 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 icon temporal_cnn

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

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