Sustainability Python Packages

codecarbon

Track emissions from Compute and recommend ways to reduce their impact on the environment.

ecotrace

A lightweight Python library to measure the carbon footprint of your code

transport-co2

Library and API to calculate CO2 emissions for personal mobility.

evomem

Agent Memory Kit System: Capture every correction and interaction to build your own SLM from day one

dppvalidator

dppvalidator is the "GDPR compliance engine" for physical products, enforcing the strict digital syntax required for the EU's Digital Product Passport.

ibmpairs

IBM Environmental Intelligence Geospatial APIs SDK

tracarbon

🌍 Tracarbon tracks your device's energy consumption and calculates your carbon emissions using your location.

eco2ai

eco2AI is a python library which accumulates statistics about power consumption and CO2 emission during running code.

transition-compass-model

Multi-sector climate pathway calculation engine for modeling policy impacts on emissions, energy, and environmental indicators

oss-sustain-guard

Sustainability signals for OSS dependencies across ecosystems

epdx

EPDx is a library for parsing EPD files into a common exchange format.

nexinfosys

Formal and executable MuSIASEM multi-system Nexus models for Sustainable Development Analysis

geopmdpy

Global Extensible Open Power Manager

smartplug-energy-controller

Turning smartplugs on/off depending on current electricity consumption

cloverly-python-module

Cloverly API Module for Python

repype

Reproducible, efficient, flexible batch processing using pipelines for sustainable software experiments

geopmpy

GEOPM - Global Extensible Open Power Manager Runtime Tools

gatorch

GATorch is a tool seamlessly integrated with PyTorch that enables ML developers to generate an energy consumption report. By attaching your model, the tool automatically tracks the energy consumption of your model's training and generates graphs and plots to gain in-depth insights into the energy consumption of your model.

netzero-metrics-reference-data

datapackage with energy use intensity (eui) targets taken from the UK Net Zero Carbon Building Standard

makeimpact

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

data-flow-graph

Uses your app logs to visualize how the data moves between the code, database, HTTP services, message queue, external storages etc.

eco-code-analyzer

Eco-Code Analyzer is a Python library that analyzes code for its ecological impact and provides a score based on various factors such as energy efficiency, resource usage, and code optimizations.

ecofreq

Dynamic CPU/GPU power scaling to maximize renewable energy usage and reduce emissions

arboric

The "Economy Mode" for AI Compute