green-ai

There are 3 repositories under green-ai topic.

Green-Software-Foundation / awesome-green-software
green-software sustainable-software sustainability awesome-list green-ai sustainable-ai climate green-computing hacktoberfest awesome
475
MinghuiChen43 / awesome-trustworthy-deep-learning
A curated list of trustworthy deep learning papers. Daily updating...
adversarial-machine-learning ai-alignment backdoor causality deep-learning fairness gradient-leakage green-ai hallucinations interpretable-deep-learning machine-unlearning membership-inference-attack out-of-distribution-generalization ownership poisoning privacy robustness security uncertainty watermarking
290
samuelrince / awesome-green-ai
A curated list of awesome Green AI resources and tools to reduce the environmental impacts of using and deploying AI.
ai awesome-list climate deep-learning green-ai green-software machine-learning sustainability sustainable-ai
30
genai-impact / ecologits
🌱 EcoLogits tracks the energy consumption and environmental footprint of using generative AI models through APIs.
genai generative-ai green-ai green-software llm llm-inference python sustainability sustainable-ai
Language:Python 18
dos-group / fedzero
Implementation and evaluation of "FedZero: Leveraging Renewable Excess Energy in Federated Learning"
carbon-aware client-selection federated-learning green-ai
Language:Python 16
GreenAITorch / 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.
energy-consumption green-ai pytorch sustainability
Language:Python 7
danesherbs / carbon-footprint-plugin
A Grafana panel to monitor the carbon footprint of AWS, GCP and Azure instances. Maintains a list of data centres and their energy sources, and computes CO2e emissions by sampling energy consumption of CPU, GPU and DRAM.
carbon-emissions grafana green-ai greenhouse-gas-emissions
Language:Shell 5
ejhusom / d2m
A machine learning pipeline taking you from raw data to fully trained machine learning model - from data to model (d2m).
ai-engineering artificial-intelligence data-science data-version-control explainable-ai green-ai machine-learning machine-learning-pipeline uncertainty-estimation
Language:Python 5
fjdurlop / deploy-GAISSA
Guidelines to deploy AI models in different cloud providers aligned with green AI goals.
deep-learning green-ai machine-learning mlops sustainable-ai green-software
Language:Jupyter Notebook 3
santidrj / DL-energetic-impact-analysis
Replication package for the data analysis of the master thesis "An analysis of modeling and training decisions for greener computer vision systems"
data-analysis deep-learning deep-neural-networks green-ai replication-package upc
Language:Jupyter Notebook 3
anaconda / intel-green-ai
Code and Experimental Package attached to the article "Greener Machine Learning Computing with Intel AI Acceleration"
machine-learning anaconda anaconda-environment green-ai machine-learning-benchmarks scikit-learn scikit-learn-benchmarks
Language:Shell 2
fjdurlop / guided-retraining
Replication Package
deep-learning machine-learning deep-learning-testing green-ai
Language:Jupyter Notebook 1
jchburmester / ai_cc
Mapping the Landscape of AI, ML, and DL in Climate Change Research
artificial-intelligence bibliometric-analysis climate-change deep-learning green-ai machine-learning meta-analysis nlp responsible-ai text-analysis climate climate-science climatechange environment
Language:HTML 0
ejhusom / green-ai
A curated list of Green AI resources.
ai artificial-intelligence awesome awesome-list green-ai green-software machine-learning ml sustainability sustainable-ai
Language:HTML

green-ai

Green-Software-Foundation / awesome-green-software

MinghuiChen43 / awesome-trustworthy-deep-learning

samuelrince / awesome-green-ai

genai-impact / ecologits

dos-group / fedzero

GreenAITorch / GATorch

danesherbs / carbon-footprint-plugin

ejhusom / d2m

fjdurlop / deploy-GAISSA

santidrj / DL-energetic-impact-analysis

anaconda / intel-green-ai

fjdurlop / guided-retraining

jchburmester / ai_cc

ejhusom / green-ai