Catalogue of Tools & Metrics for Trustworthy AI

These tools and metrics are designed to help AI actors develop and use trustworthy AI systems and applications that respect human rights and are fair, transparent, explainable, robust, secure and safe.

Type

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Origin

Scope

SUBMIT A TOOL

If you have a tool that you think should be featured in the Catalogue of AI Tools & Metrics, we would love to hear from you!

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Approach Educational
Objective Reskill or upskill

EducationalUploaded on Jul 11, 2024<1 week
The DVMS NIST Cybersecurity Framework Overlay System (DVMS NIST-CSF) provides organizations of any size, scale, or complexity an affordable way to mitigate cybersecurity risk to assure digital business performance, resilience & trust

EducationalUnited KingdomUploaded on Jun 5, 2024
Advai Advance is a tool to help organisations understand their AI capabilities securely and responsibly.  The process mirrors a comprehensive auditing phase, giving organisations insights into their current state and actionable steps to enhance their AI capabilities.

Objective(s)

Related lifecycle stage(s)

Plan & design

EducationalUploaded on Mar 14, 2024
Teeny-Tiny Castle is a collection of tutorials on how to use tools for AI Ethics and Safety research.

EducationalProceduralGermanyUploaded on Nov 16, 2023<1 week
This course will help you and your team understand the concepts and best practices needed to scale up your Machine Learning Operations (MLOps) in your machine learning projects. It provides ML project team members with an extensive overview of the challenges and decisions encountered in building professional ML systems.

EducationalUploaded on Aug 14, 2023
A journey into the AI and the world of work. Developed using foresight principles, this boardgame combines horizon-scanning, long-term strategic thinking, roleplay and immersive scenarios to identify concerns for the different players and come up with plausible solutions. It is developed to create a structured environment that allows the creation of an immersive learning experience to experience various dimensions of AI.

EducationalUnited StatesUnited KingdomSaudi ArabiaJapanChinaIsraelEuropeEUUploaded on Apr 24, 2023>1 year
Online Training Course on the EU AI Act: Learn the Key Aspects of AI Regulation in Europe


EducationalInternationalUploaded on Mar 20, 2023
Climate change, infectious diseases, disasters, air pollution, migration and poverty are among the most critical challenges the world faces today. This four-week, online course looks at the role mobile technology, advanced analytics and artificial intelligence can play in drastically improving the effectiveness and efficiency of planning and responses to these challenges.

EducationalProceduralUploaded on Mar 2, 2023
“AI Procurement in a Box” is a practical guide that helps governments rethink the procurement of artificial intelligence (AI) technologies with a focus on innovation, efficiency and ethics.

TechnicalEducationalUnited StatesUploaded on Sep 20, 2022

List of references about Machine Learning bias and ethics

Objective(s)


EducationalUploaded on Sep 15, 2022

Hugging Face provides teachers with the free necessary infrastructure in an effort to democratize access to open and collaborative machine learning for all individuals and organizations all over the world.


EducationalUploaded on Sep 15, 2022

This course will teach you about natural language processing (NLP) using libraries from the Hugging Face ecosystem — Transformers, Datasets, Tokenizers, and Accelerate — as well as the Hugging Face Hub. It’s completely free and without ads.

Objective(s)


TechnicalEducationalKoreaUploaded on Sep 9, 2022

PyTorch Tutorial for Deep Learning Researchers

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TechnicalEducationalChinaUploaded on Sep 9, 2022

The deeplearning algorithms implemented by tensorflow

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TechnicalEducationalUploaded on Sep 9, 2022

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

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TechnicalEducationalKoreaUploaded on Sep 9, 2022

The challenge projects for Inferencing machine learning models on iOS

Objective(s)


TechnicalEducationalPhilippinesUploaded on Sep 9, 2022

Videos, notes and experiments to understand deep learning

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TechnicalEducationalUnited KingdomUploaded on Sep 9, 2022

Using python and scikit-learn to make stock predictions

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TechnicalEducationalAlgeriaUploaded on Sep 9, 2022

The Python Code Tutorials

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TechnicalEducationalUnited StatesUploaded on Sep 9, 2022

Best Practices, code samples, and documentation for Computer Vision.

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catalogue Logos

Disclaimer: The tools and metrics featured herein are solely those of the originating authors and are not vetted or endorsed by the OECD or its member countries. The Organisation cannot be held responsible for possible issues resulting from the posting of links to third parties' tools and metrics on this catalogue. More on the methodology can be found at https://oecd.ai/catalogue/faq.