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The Sustainable IT Toolbox

Beta version | Institute for Sustainable IT

# Machine Learning  (3 / 232)

Back-End

Adversarial robustness toolbox

Python library for machine learning security. ART provides tools that enable developers and researchers to defend and evaluate learning (ML) models and applications against adverse threats. ART supports all popular machine learning frameworks (TensorFlow, Keras, PyTorch, MXNet, scikit-learn, XGBoost, LightGBM, CatBoost, GPy, etc.), all data types (images, tables, audio, video , etc.) and machine learning of tasks (classification, object detection, voice recognition, generation, certification, etc.).

#AI   #Machine Learning  

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Back-End

Green algorithms

Small online tool allowing you to identify how green are your calculations?

#Machine Learning   #Carbon Footprint   #AI   #Algorithm   #Calculation  

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Back-End

Mlco2

This calculator will give you 2 figures: the gross carbon emissions produced and the approximate offset carbon emissions. The latter number depends on the grid used by the cloud provider and we are open to updating our estimates if anything seems inaccurate or out of date.

#Machine Learning   #Carbon Footprint   #IA  

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