This repository holds the code and report written to fulfil the coursework requirements for the unit Machine Learning Paradigms at the University of Bristol.

The assignment was organized as a Kaggle competition. The task was to predict the number of available bikes at 75 rental stations in three hours' time between November 2014 and January 2015, i.e., a supervised univariate regression problem.

Create a virtual environment and install Python dependencies:

conda create --name more-bikes python=3.11
conda activate more-bikes
conda install pip
pip install -r requirements.txt

To run an experiment or analysis task, run the corresponding VS Code task.