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The Virtual Ecosystem data science repository

This repository is the data science repository for the Virtual Ecosystem project. It is used to store all the research and analysis being used to parameterise and run the Virtual Ecosystem model.

Getting started with the repository

The first step is to clone the repository

git clone https://github.com/ImperialCollegeLondon/ve_data_science.git

That gives you a complete copy of all of the current files across all branches and all of the changes ever made to those files.

However, we use a number of quality assurance tools (QA) to help manage the code files and documents within this repository. You also need to do the following to get this set up working:

  1. Install python

  2. Install poetry: pip install poetry

  3. Run poetry install

  4. Set the interpreter path

    • Run poetry env list --full-path, copy the result and add /bin/python to the end. For example: /Users/dorme/Library/Caches/pypoetry/virtualenvs/ve-data-science-ND1juKN--py3.12/bin/python
    • In the menus, select View > Command Palette and then enter interpreter in the box to find the Python: Select Interpreter command. Click on Enter interpreter path and paste in the path from above.

  5. Run poetry run pre-commit install

  6. Whenever you are working in the repo, use poetry shell to start up the environment first.