simonEllershaw

3_git

Git Turing Institute Workshop Working Example

3DInfantPoseEstimation

Deep learning 3D infant pose estimation model developed during my MSc Individual Project at Imperial College London

CelebTennisLeagueWebsite

Celebrity Tennis League

Chess

A C++ implementation of chess using the object orientated programming paradigm with a particular focus on inheritance.

consumerProducer

This is an implementation of the consumer-producer scenario using POSIX threads.

Diabetic_Retinopathy_Vision_Transformer

MRes project- Applying vision transformers to the task of diabetic retinopathy classification (and comparing to CNNs)

KernelPerceptron

Numpy implementation of a multi-class kernel perceptron. Performance compared to a vanilla perceptron, SVM and CNN on the MNIST digit dataset

llm-discharge-summaries

Code for the paper "Automated Generation of Hospital Discharge Summaries Using Clinical Guidelines and Large Language Models"

Multi_Contrast_Placenta_MRI_Models

Project to fit multi compartment models to MRI scans of a healthy and pre-eclampsia placenta.

Unsupervised_medical_BERT

NLP experiments comparing unsupervised and supervised BERT finetuning approaches on medical data.

simonEllershaw/llm-discharge-summaries

Code for the paper "Automated Generation of Hospital Discharge Summaries Using Clinical Guidelines and Large Language Models"

simonEllershaw/3DInfantPoseEstimation

Deep learning 3D infant pose estimation model developed during my MSc Individual Project at Imperial College London

simonEllershaw/KernelPerceptron

Numpy implementation of a multi-class kernel perceptron. Performance compared to a vanilla perceptron, SVM and CNN on the MNIST digit dataset

simonEllershaw/Unsupervised_medical_BERT

NLP experiments comparing unsupervised and supervised BERT finetuning approaches on medical data.

simonEllershaw/Diabetic_Retinopathy_Vision_Transformer

MRes project- Applying vision transformers to the task of diabetic retinopathy classification (and comparing to CNNs)

simonEllershaw/JointBilateralFilter

Implementation and investigation into the properties of the joint and bilateral filter

simonEllershaw/Multi_Contrast_Placenta_MRI_Models

Project to fit multi compartment models to MRI scans of a healthy and pre-eclampsia placenta.

simonEllershaw/3_git

Git Turing Institute Workshop Working Example

simonEllershaw/CelebTennisLeagueWebsite

Celebrity Tennis League

simonEllershaw/Chess

A C++ implementation of chess using the object orientated programming paradigm with a particular focus on inheritance.

simonEllershaw/consumerProducer

This is an implementation of the consumer-producer scenario using POSIX threads.

simonEllershaw/dsp

𝗗𝗦𝗣: Demonstrate-Search-Predict. A framework for composing retrieval and language models for knowledge-intensive NLP.

simonEllershaw/enigmaMachine

C++ implementation of a WWII enigma machine

simonEllershaw/Foresight

Deep Generative Modelling of Patient Timelines using Electronic Health Records

simonEllershaw/github-example

simonEllershaw/GraphicsStreetModel

WebGL model of a street in Durham

simonEllershaw/latent_variable_OOD

Detecting OOD samples using a corpus of latent representations collected at train time

simonEllershaw/LLMTest_NeedleInAHaystack

Doing simple retrieval from LLM models at various context lengths to measure accuracy

simonEllershaw/nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

simonEllershaw/NumpyNeuralNetworkMiniLibrary

Python neural network library implemented using numpy

simonEllershaw/rubbish_app

simonEllershaw/SNOMED-CT_Analysis

Notebooks etc. Analysis of SNOMED-CT for the Clinical Coding Pilot and related work

simonEllershaw/solitonWaves

Script to analyse video frame of soliton waves

simonEllershaw/sudokuSolver

C++ sudoku solver- implements recursive backtracking

simonEllershaw/summac

Codebase, data and models for the SummaC paper in TACL. (Have to update requirements)

simonEllershaw/TravellingSalesmanAISearch

Implementation and optimisation of genetic and simulated annealing algorithms for the travelling salesman problem