7 projects
Adversarial Robustness Toolbox
Adversarial Robustness Toolbox (ART) provides tools that enable developers and researchers to evaluate, defend, certify and verify Machine Learning models and applications against the adversarial threats.
Contributors
708
Organizations
66
Software value
$6.9M
Egeria
Egeria provides the Apache 2.0 licensed open metadata and governance type system, frameworks, APIs, event payloads and interchange protocols to enable tools, engines and platforms to exchange metadata in order to get the best value from data whilst ensuring it is properly governed.
Contributors
457
Organizations
51
Software value
$47M
OpenDataology
The mission of the OpenDataology project is to provide a crowd-sourced platform that provides approaches to analyze and document the license compliance risks of publicly available datasets used for Artificial Intelligence (AI) software. In addition, the project endeavors to develop and promote open standards that capture the metadata required for performing license compliance analysis, dataset license compliance analysis processes and supporting tools.
Contributors
27
Organizations
7
Software value
$513K
Intersectional Fairness
The mission of the Project is to publicize and improve a method for machine learning models' intersectional fairness, which combinations of protected attributes can violate.
Contributors
7
Organizations
3
Software value
$2.1M
Giskard
🐢 Open-Source Evaluation & Testing for AI & LLM systems
This project hasn't been onboarded to LFX Insights.
SHAP (SHapley Additive exPlanations)
A game theoretic approach to explain the output of any machine learning model.
This project hasn't been onboarded to LFX Insights.