Matthew Carter: Turbocharging Data Science

Hey, I'm Matt 👋 I'm a Research Associate in the Signal Processing Group at the University of Liverpool 👨‍🎓

Matthew Carter is a Research Associate who is part of the Signal Processing Group at the University of Liverpool. His research aims to leverage scalable machine learning algorithms to accelerate the decision making process.

Published Words

Published on
8 April 2024
The No-U-Turn Sampler as a Proposal Distribution in a Sequential Monte Carlo Sampler without Accept/Reject
Journal Paper
In this journal article we demonstrate how to use the No-U-Turn sampler as a proposal distribution in a Sequential Monte Carlo sampler and leverage non-traditional L kernels to reduce convergence time.
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Published on
7 March 2023
Twitter for COVID-19 disease monitoring
Conference Paper
In this research article we propose two ways in which Twitter can be used to monitor the evolution of the COVID-19 pandemic.
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Published on
9 November 2022
CondorSMC: Opportunistic Sequential Monte Carlo
Conference Poster
A poster on deploying SMC samplers in opportunistic computing environments presented at the Alan Turing Institute CDT conference.
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Published on
9 December 2020
On Obtaining Near Real-Time Insight into the Evolution of the COVID-19 Pandemic
Conference Poster
A poster on deploying SMC samplers in opportunistic computing environments.
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Published on
28 August 2020
Utilising novel data streams in the fight against COVID-19
Blog Post
Social media platforms contain a treasure trove of information that allow us to infer information about pandemics. This blog post discusses how to track the number of individuals exhibiting COVID-19 symptoms through Twitter.
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Project Spotlight

Python Package

CondorCMF

A framework for implementing coordinator-follower and coordinator-manager-follower networks on vanilla HTCondor.

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Python Package

PyMCMC

A collection of Markov Chain Monte Carlo methods in Python using Numpy and Scipy.

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Python Package

FilterPy

A collection of Bayesian filtering methods in Python using Numpy and Scipy.

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Next.js and Tailwind CSS

Portfolio Website

The source code for this website, built using Node.js and Tailwind CSS. Based on the Tailwind Next.js Starter Blog by Timothy Lin.

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Through the Lens

No photos found.

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Mental Meanderings

Published on
30 January 2024
Dijon Vinaigrette
recipes
Dijon Vinaigrette: A bold and tangy vinegarette to elevate your salads to the next level.
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Published on
22 May 2023
Oh what a beautiful morning
python test
Oh what a beautiful morning. Oh what a beautiful day. I've got a beautiful feeling. Some Python code is coming your way.
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