Implementation of analytical software with the goal of visualizing and obtaining aspects to social, environmental sustainability in machine learning systems.A web-app was realised using the high-level Python framework Django. CodeCarbon was used to assess environmental sustainability, while AIF360 was used for social sustainability. For the identification of pre-trained models, the open-source platform HuggingFace was used.
Would you like to download the repository locally and run it? Follow these steps:
Clone the project
git clone [https://github.com/notjuary/tesiSostenibilita]Go to the cloned folder
cd my-projectFor the initial setup (Python version higher than 3.9.0 is required):
python -m venv env
env\Scripts\activate.bat
pip install -r requirements.txt
python manage.py migrate
python manage.py runserver To run:
env\Scripts\activate.bat
python manage.py runserver