ML has an impact on the climate. But not all models are born equal. Compute your model's emissions with our calculator and add the results to your paper with our generated latex template

Memray is a memory profiler for Python

[ACM e-Energy'24] Code and data for "FedZero: Leveraging Renewable Excess Energy in Federated Learning"

Energy-Aware Federated Learning

Execute tasks on a point in time with minimal grid carbon intensity

Easy flamegraphs for Rust projects and everything else, without Perl or pipes <3

Resource Efficient Federated Learning

FedScale is a scalable and extensible open-source federated learning (FL) platform.

A co-simulation testbed for carbon-aware computing systems 🍃

NetLogo model

Free Pixel Art related Assets

A lightweight package for generating visually distinct colours.

Minimum-distortion embedding with PyTorch

Simple header-only C/C++ unit testing facility.

Sampling profiler for Python programs

An implementation of ROUGE family metrics for automatic summarization.

The open source repository for Electricity Maps App and data parsers that powers the world's most comprehensive electricity data platform

"What can I do about the climate crisis?" Here are 326 things you can do.

📁 What Dropbox should have been if it was based on SFTP, S3, FTP, WebDAV, Git, and more

Network Analysis in Python

"rsync for cloud storage" - Google Drive, S3, Dropbox, Backblaze B2, One Drive, Swift, Hubic, Wasabi, Google Cloud Storage, Azure Blob, Azure Files, Yandex Files

Universal markup converter

Download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.

💫 Industrial-strength Natural Language Processing (NLP) in Python