Machine Learning Coursework

Prerequisites

1. Conda for environment installation

Files

1. M1_Coursework_Final.ipynb - Main notebook
2. m1-env.yml - environment file
3. model_opt.h5 - Optimised keras model
4. weights.npy - Weights of model_opt

Installation & Environment Activation

1. Download the zip file containing this directory, unpack the zip file

2. Navigate to the folder s1_coursework

3. Create the environment

   conda env create -f m1-env.yml
   

4. Activate the environment

   conda activate m1-env
   

Execution of code

1. Open the notebook

jupyter notebook main_m1.ipynb

2. Run all cells

Acknowledgements

• This project has made use of GitHub Copilot for automation of recursive processes and creation of docstrings/function formatting.