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1. 3d-localisation-and-mapping 3d-localisation-and-mapping Public

   This repository is part of an Innovate UK AKT project, a collaboration between the University of Southampton and an industry client. It involved dataset curation, mobile self-localisation, 3D mappi…

   Python 2

2. Class-Granular-Classifications Class-Granular-Classifications Public

   This project investigates the accuracy-specificity trade-off of early-exiting dynamic DNNs with two novel architectures: Gran-HBN and AG-HBN.

   Jupyter Notebook

3. Deep-Learning-Reproducibility-Challenge Deep-Learning-Reproducibility-Challenge Public

   A reproducibility project on the paper 'Gradient Descent: The Ultimate Optimizer'. The paper introduces hyperoptimisers that use automatic differentiation to compute optimal hyperparameter values d…

   Python

4. TrainOrg52/AutoSign TrainOrg52/AutoSign Public

   AutoSign provides an improvement upon manual train sign inspection by identifying non-conformances with the use of a mobile app and machine learning techniques. Comparative evaluation demonstrated …

   Python

5. Computational-Finance-CW Computational-Finance-CW Public

   This report explores time series analysis, algorithmic trading, and portfolio optimization. It implements an ARIMA model for forecasting, compares pairs trading strategies on Tesco and Pershing Squ…

   Python 1 1

6. COMP6237-Data-Mining-Project COMP6237-Data-Mining-Project Public

   A project using economic indicators to predict the performance of the UK luxury fashion sector. A dataset of macroeconomic indicators is created and various time-series models are trained and teste…

   Python 1