Mini workshop to provide a peak of what’s happening under the hood of models currently at the frontier of the AI revolution, and about how we can track the emissions of our own code.

Energy Consumption of various Machine Learning and Deep Learning Models using codecarbon

A Satellite Semantic Segmentation Project using Unet and Attention Unet with Pytorch,

Diving into the world of Tracking CO2 Emissions from our software or code. Code Carbon is a lightweight open-source Python Library that lets you track the Co2 emissions produced by running code.

Make an impact with a single API call — plant trees, clean oceans, capture CO₂, and donate to global causes.

Codebase for the MLCost application developed for my thesis for the Telecommunications Enginnering bachelor, Universidad Rey Juan Carlos

Make an impact with a single API call — plant trees, clean oceans, capture CO₂, and donate to global causes.

[EARLY ACCESS] vscode extension for codecarbon

This project develops forecasting models for monitoring forest health, focusing on Larch Casebearer damage using Yolov8 models, with a focus on evaluating the environmental impact of the training process

Tecniche di early stopping sostenibili per modelli di raccomandazione, mirate a ridurre le emissioni di CO2 durante l’addestramento senza compromettere in maniera significativa le performance. Basato su RecBole e CodeCarbon.

Experiments to measure the carbon emissions induced by various privacy-enhancing technologies

The system tracks the emissions of a given recommendation algorithm on a given dataset.

MakeImpact is a Python SDK that helps you integrate environmental actions into your applications. 🌱 With simple commands, you can easily contribute to sustainability efforts, like planting trees and cleaning oceans. 🐙

Pytest plugin for tracking carbon emissions

Example project built as a tutorial on how to monitor the emissions and energy consumption of a Python application, using AWS CloudWatch to increase the visibility of these statistics using Custom Metrics and Dashboards.