mlco2 / codecarbonLinks
Track emissions from Compute and recommend ways to reduce their impact on the environment.
☆1,456Updated this week
Alternatives and similar repositories for codecarbon
Users that are interested in codecarbon are comparing it to the libraries listed below
Sorting:
- Track and predict the energy consumption and carbon footprint of training deep learning models.☆446Updated last week
- 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 result…☆234Updated 7 months ago
- ☆285Updated last year
- A Python library to capture the energy consumption of code snippets☆86Updated 4 months ago
- 🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models☆2,903Updated 2 weeks ago
- Carbon-Aware SDK☆541Updated last month
- Measure energy and carbon consumption of software☆209Updated this week
- A specification that describes how to calculate a carbon intensity for software applications.☆281Updated 9 months ago
- 🌱 EcoLogits tracks the energy consumption and environmental footprint of using generative AI models through APIs.☆185Updated last week
- PowerAPI is a Python framework for building software-defined power meters.☆221Updated this week
- A curated list of awesome Green AI resources and tools to assess and reduce the environmental impacts of using and deploying AI.☆79Updated 3 months ago
- Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuni…☆3,166Updated last week
- The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to s…☆699Updated last month
- Hummingbird compiles trained ML models into tensor computation for faster inference.☆3,447Updated 2 months ago
- 𝗢𝘄𝗻 𝗬𝗼𝘂𝗿 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲. Skore's open-source Python library accelerates ML model development with automated evaluation re…☆484Updated this week
- ☆103Updated last week
- ☆616Updated last month
- 💾 Boavizta.org Data repository☆122Updated 2 years ago
- Provides a function to measure the energy usage of another function.☆155Updated 4 years ago
- Algorithms for outlier, adversarial and drift detection☆2,392Updated 3 weeks ago
- ⚡ Energy consumption metrology agent. Let "scaph" dive and bring back the metrics that will help you make your systems and applications m…☆1,779Updated 4 months ago
- Machine learning with dataframes☆1,413Updated this week
- Synthetic data generation for tabular data☆3,041Updated this week
- Bias Auditing & Fair ML Toolkit☆723Updated last month
- skops is a Python library helping you share your scikit-learn based models and put them in production☆490Updated last week
- Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML va…☆3,825Updated 3 weeks ago
- Natural Intelligence is still a pretty good idea.☆816Updated 11 months ago
- Scalable machine 🤖 learning for time series forecasting.☆1,036Updated 2 months ago
- nannyml: post-deployment data science in python☆2,079Updated 2 months ago
- 🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞☆720Updated last year