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Theodore Evans's Projects

airflow-practice icon airflow-practice

Tasks to gain familiarity with building ETL pipelines in Apache Airflow

athul icon athul

May the Force be with you :sparkles:

boreal icon boreal

Experiments in physically-simulated procedural world generation with agent interaction. WIP

citybound icon citybound

A work-in-progress, open-source, multi-player city simulation game.

feedforward-neural-network icon feedforward-neural-network

3rd year undergraduate OOP project. A framework for creating feedforward neural networks in object-oriented C++

fgcs-special-issue-xai icon fgcs-special-issue-xai

Submission to 2021 Future Generation Computer Systems call for papers for the Special Issue on XAI in Heathcare

glomeruli-segmentation icon glomeruli-segmentation

Glomeruli segmentation demonstrator app for the EMPAIA ecosystem for digital pathology. Mirror of https://gitlab.com/empaia/examples/kidney-glomeruli-segmentation-app.

histo-vae icon histo-vae

Training a variational autoencoder to reproduce images from the pcam dataset Investigating structure in VAE latent space

k-level-reasoning icon k-level-reasoning

Master's research thesis, focusing on developing agent-based models of game learning and stability analysis of resulting behavioural dynamics

padl icon padl

Functional deep learning

pathgan-pytorch icon pathgan-pytorch

Repository for a pytorch rebuild* of PathologyGAN (https://github.com/AdalbertoCq/Pathology-GAN) *before there was an official StyleGAN2 implementation in pytorch

pathpattern icon pathpattern

Simple pathology-like pattern generation application in C#

rustlings icon rustlings

:crab: Small exercises to get you used to reading and writing Rust code!

vae-learning icon vae-learning

A repository for experiments and learning exercises in building variational autoencoders (VAE)

xai-in-digital-pathology icon xai-in-digital-pathology

Public code repository for survey deployment (React.js/Node.js/MongoDB) and data processing (Python/Jupyter) for the journal paper "The Explainability Paradox: Challenges for xAI in Digital Pathology" (2022) FGCS Special Issue on xAI in healthcare

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