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Sam Armstrong's Projects

almanac icon almanac

Deep learning predictor for the outcome of football (soccer) games

dissertation-project icon dissertation-project

Paper & Work published in Multi-Agent-Based Simulation XXIII. The dissertation project I completed between 2020-2021. Focusses on the application of an agent-based modelling approach to simulating food web evolution.

docpilot icon docpilot

GitHub Bot for Automatic Docstring Generation

heads-up icon heads-up

A simple heads-up (two player) no-limit hold'em Poker game. The long term aim is for this to be used as a reinforcement learning environment to allow agents to learn poker.

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The Unified Machine Learning Framework

pulsar-deep-learning-framework icon pulsar-deep-learning-framework

A deep learning framework that allows supervised feedforward neural networks to be trained and applied to a variety of problems.

ufc-fight-predictor icon ufc-fight-predictor

Program for predicting the outcome of UFC using a deep learning model. The data for training this model is scraped from the web.

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