# Ai (12 / 232)
⚲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 fairness 360 (aif360)
Open-source library of techniques for detecting and mitigating biases in machine learning models throughout the lifecycle of AI applications. The AI Fairness 360 package is available in Python and R.
Carbontracker
Carbontracker is a tool for monitoring and predicting the energy consumption and carbon footprint of learning models (AI)
Code carbon
Estimate and monitor carbon emissions from the calculation, quantify and analyze their impact.Allows you to calculate and reduce CO2 emissions from your IT
Experiment-impact-tracker
Method to track energy consumption, carbon emissions, and calculate your system usage. Currently, on Linux systems with Intel chips (which support RAPL or powergadget interfaces) and NVIDIA GPUs, we record: CPU and GPU power consumption, hardware information, python package versions, information on estimated carbon emissions, etc.
Green algorithms
Small online tool allowing you to identify how green are your calculations?
#Machine Learning #Carbon Footprint #AI #Algorithm #Calculation
Tfjs-models
This repository hosts a set of pre-trained models that have been ported to TensorFlow.js. The templates are hosted on NPM and unpkg so they can be used in any out-of-the-box project. They can be used directly or in a transfer learning setting with TensorFlow.js.
Green-ai
The Green AI Standard aims to develop a standard and raise awareness of best environmental practices in AI research and development
#AI #AI #Artificial Intelligence
Green-ai
The Green AI Standard aims to develop a standard and raise awareness of best environmental practices in AI research and development
#AI #AI #Artificial Intelligence
Ethics guidelines for trustworthy ai
Ethical guidelines for trustworthy AI
#Ai #AI #Artificial Intelligence #Ethics
Ethics guidelines for trustworthy ai
Ethical guidelines for trustworthy AI
#Ai #AI #Artificial Intelligence #Ethics
Mixity
An artificial intelligence-based footprint to assess Diversity and Inclusion in your organization.
#Digital Mediation #AI #footprint #Inclusion #Diversity #Mixity