This small machine-learning proof-of-concept is set up to run inside a Python virtual environment (venv).

Quick start (Windows PowerShell):

1. Create and activate the venv

python -m venv venv
.\venv\Scripts\Activate.ps1

If PowerShell blocks script execution, run (as admin) to allow the activate script:

Set-ExecutionPolicy -ExecutionPolicy RemoteSigned -Scope CurrentUser

2. Install dependencies

pip install -r requirements.txt

3. Run the proof-of-concept

python poc.py

Notes:

• The script expects a data.csv file in the same folder.
• If you prefer conda, create a conda env and install the packages from requirements.txt or translate into an environment.yml.