Displaying 32 resources
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AI Fairness 360 (AIF360)
A GitHub repository for AIF360.
The AI Fairness 360 toolkit is an extensible open-source library containing techniques developed by the research community to help detect and mitigate bias in machine learning models throughout the AI application lifec
Software resources
Tutorial/How To/Guides
What-If Tool
A GitHub repository for the What-If Tool.
The What-If Tool (WIT) provides an easy-to-use interface for expanding understanding of a black-box classification or regression ML model.
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Tutorial/How To/Guides
Fairlearn
Fairlearn is an open-source, community-driven project to help data scientists improve fairness of AI systems.
Software resources
gnntf: A Flexible Deep Graph Neural Network Framework
This repository provides a framework for easy experimentation with Graph Neural Network (GNN) architectures by separating them from predictive components.
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Decentralized-gnn
A package for implementing and simulating decentralized Graph Neural Network algorithms for classification of peer-to-peer nodes.
Developed code supports the publication p2pGNN: A Decentralized Graph Neural Network for Node Classification i
Software resources
JGNN library for native Java implementation of graph neural networks
Graph Neural Networks (GNNs) have seen a dramatic increase in popularity thanks to their ability to understand relations between graph nodes.