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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)

dsp

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

enigmamachine

C++ implementation of a WWII enigma machine

foresight

Deep Generative Modelling of Patient Timelines using Electronic Health Records

github-example

graphicsstreetmodel

WebGL model of a street in Durham

jointbilateralfilter

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

kernelperceptron

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

latent_variable_ood

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

llm-discharge-summaries

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

llmtest_needleinahaystack

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

multi_contrast_placenta_mri_models

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

numpyneuralnetworkminilibrary

Python neural network library implemented using numpy

rubbish_app

snomed-ct_analysis

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

solitonwaves

Script to analyse video frame of soliton waves

sudokusolver

C++ sudoku solver- implements recursive backtracking

summac

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

travellingsalesmanaisearch

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

unsupervised_medical_bert

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