Liam Byrne (@liamhbyrne)
github

liamhbyrne

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Top repositories

1

Graph4StackOverflow

Graph Neural Networks for Expertise Classification on Stack Overflow
Jupyter Notebook
8
star
2

cloud-football-prediction-system

An automated football prediction system hosted on the Google Cloud Platform. Informed predictions can be made for all major European leagues.
Python
8
star
3

HackAI

1st Place at HackAI 22. Finding explanations for anomalies in travel demand. Event by Cirium & University of Southampton AI society.
Jupyter Notebook
7
star
4

geochat

WINNER: Best Social Application at Highfield Hack 2021. Geochat is a live location based messaging application.
Java
5
star
5

Spotify-Million-Playlist-Challenge

ACM RecSys Challenge 2018 - Track2Vec and Artist2Vec for Spotify playlist continuation
Jupyter Notebook
4
star
6

twitter-football-prediction

Sentiment analysis on football fans to correlate a relationship between polarity and results. Use of Sentiment Analysis and Linear Regression to enable "wisdom of the people" approach.
Python
3
star
7

Athena

Athena: Remote Workflow Democratisation Platform. Developed and presented at START Hack 2021 (36 Hours)
JavaScript
2
star
8

Premier-League-Predictions-with-Deep-Learning

Deep Learning Football Prediction Model. Achieved 56% mean outcome accuracy and 60% peak. Full data pipeline from scraping to TensorFlow Modelling.
Python
1
star
9

Sustainable-LLMs-Survey

Experiment for "Sustainable Pre-training and Fine-tuning of Large Language Models: A Systematic Review"
Jupyter Notebook
1
star