https://github.com/fusi3/neural_networks_coursework

A comparison of MLPs and SVMs (using python) for the binary classification of heart disease

heart-disease mlp-classifier neural-networks python svm-classifier

Last synced: 18 Mar 2025

https://github.com/fusi3/knowledge_graphs_coursework

Worked on creating triples for an ontology, equivalence mapping 2 ontologies and running OWL2Vec

knowledge-graph owl-ontology sparql triples word-embeddings

Last synced: 18 Mar 2025

https://github.com/fusi3/natural_language_coursework

Assessing the impact of different pre-processing techniques for classifying the sentiment of movie reviews

bag-of-words latent-semantic-analysis lemmatization multilayer-perceptron nlp sentiment-analysis stemming support-vector-machines tfidf

Last synced: 18 Mar 2025

https://github.com/fusi3/visual_analytics_coursework

A visual analysis (using python) of Gross Domestic Product (GDP) for the years 2000 to 2022

gdp maps python visualisation

Last synced: 18 Mar 2025

https://github.com/fusi3/math_word_problems_llms_thesis

Attempting to understand the reasoning ability of small, quantized language models through simple word problems

large-language-models word-problems

Last synced: 25 Feb 2025

https://github.com/fusi3/llms_kgs_dissertation

Attempting to improve the reasoning ability of large language models through the use of external knowledge graphs

knowledge-graph large-language-models

Last synced: 24 Nov 2024

https://github.com/fusi3/principles_data_science_coursework

An analysis of healthcare provided in New York, USA to understand how different groups of people are affected

healthcare newyork-data python

Last synced: 18 Mar 2025

https://github.com/fusi3/machine_learning_coursework

Predicting song popularity through Logistic Regression and Random Forests implemented though MATLAB

logistic-regression matlab random-forest spotify

Last synced: 01 Apr 2025

https://github.com/fusi3/big_data_coursework

Reading and writing images on the cloud through Google Cloud Platform using Spark and Tensorflow libraries

Last synced: 18 Mar 2025