mlco2 / impactLinks
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
☆234Updated 7 months ago
Alternatives and similar repositories for impact
Users that are interested in impact are comparing it to the libraries listed below
Sorting:
- ☆285Updated last year
- Track and predict the energy consumption and carbon footprint of training deep learning models.☆446Updated last week
- 🌱 The Green AI Standard aims to develop a standard and raise awareness for best environmental practices in AI research and development☆80Updated 4 years ago
- 🌱 EcoLogits tracks the energy consumption and environmental footprint of using generative AI models through APIs.☆185Updated last week
- Track emissions from Compute and recommend ways to reduce their impact on the environment.☆1,456Updated this week
- Provides a function to measure the energy usage of another function.☆155Updated 4 years ago
- 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
- Surfrider Europe's project Plastic Origins aims at mapping river plastic pollution. This citizen science project uses AI to detect litter…☆25Updated 2 years ago
- Référentiel d'évaluation data science responsable et de confiance☆73Updated 9 months ago
- API Client for paperswithcode.com☆167Updated last year
- Python package to monitor the power consumption of any algorithm☆46Updated 2 years ago
- just a bunch of useful embeddings for scikit-learn pipelines☆500Updated 3 months ago
- A Simple Bulk Labelling Tool☆587Updated 5 months ago
- A collaborative project to collect and report open-data on the energy consumption of servers.☆37Updated 4 months ago
- Neo: Hierarchical Confusion Matrix Visualization (CHI 2022)☆310Updated 3 weeks ago
- A toolkit that streamlines and automates the generation of model cards☆434Updated last year
- Robustness Gym is an evaluation toolkit for machine learning.☆440Updated 3 years ago
- skops is a Python library helping you share your scikit-learn based models and put them in production☆490Updated last week
- Python Client for the Aleph Alpha API☆95Updated this week
- A tool to help researchers and product teams understand datasets with the goal of improving data quality, and mitigating fairness and bia…☆286Updated 2 years ago
- Educational materials for universities☆364Updated last year
- A tool to quantify and report the carbon footprint of machine learning computations and communication☆22Updated last year
- Streamline scikit-learn model comparison.☆145Updated 2 years ago
- Infographic about the inner computations of a transformer model, training and inference☆85Updated last year
- [Preprint] Making AI Less ''Thirsty'': Uncovering and Addressing the Secret Water Footprint of AI☆26Updated 2 years ago
- GitHub Action That Retrieves Model Runs From Weights & Biases☆60Updated 3 years ago
- AI Data Management & Evaluation Platform☆215Updated last year
- Coarse-grained lineage and tracing for machine learning pipelines.☆469Updated 2 years ago
- FasterAI: Prune and Distill your models with FastAI and PyTorch☆248Updated last week
- Scripts to convert datasets from various sources to Hugging Face Datasets.☆57Updated 2 years ago