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UCL COMP0081 Applied Machine Learning (2023/24)

This repository contains the two courseworks I completed for my MSc module COMP0081 Applied Machine Learning.

Coursework 1: Implemented a classification and regression tree (CART) using pure NumPy.

Coursework 2: Implemented a linear regression model and kernelised support vector machine using PyTorch.

Python Environment

Requirement: python=3.11

pip install -r requirements.txt