Toolkit library created by Sriram Vasudevan and Krishnaram Kenthapadi (work done while at LinkedIn). The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning . . .
Toolkit developed by Microsoft. Fairlearn provides developers and data scientists with capabilities to assess the fairness of their machine learning models and mitigate unfairness. Assess existing models and train new . . .
Tool and Conference paper by Ville Vakkuri, Kai-Kristian Kemell, Pekka Abrahamsson. Presented at Euromicro DSD/SEAA 2020 Conference. Abstract: Various recent Artificial Intelligence (AI) system failures, some of which have made . . .
Interactive ideation game created by the Partnership on AI to facilitate a global conversation around the complex process of translating ethical technology principles into organizational practice. Closing Gaps aims to collectively surface . . .
Toolkit produced by Open Roboethics Institute. Unlocking the power of data using algorithms and intelligent systems has the potential to help tackle some of the world’s biggest challenges. Most of . . .
Tool created by Open Roboethics Institute. This guide offers a systematic way for you to identify the main stakeholders involved in the technology, consider potential ethical challenges, and ultimately design . . .
Toolkit developed by The RSA Forum for Ethical AI, in partnership with Deepmind, to encourage and facilitate meaningful public engagement on the real-world impacts of AI. This report presents a . . .
Open Source Tool sponsored by The Institute for Ethical AI & Machine Learning. An eXplainability framework for Machine Learning that combines cutting edge research tools with practical industry processes to . . .
Tool developed by IBM Research Trusted AI. This extensible open source toolkit can help you comprehend how machine learning models predict labels by various means throughout the AI application lifecycle. . . .
Tool that maps and categorizes approximately 500 AI ethics and governance stakeholders and actors. Its goals are both practical and artistic: to help the global community interested in AI ethics . . .
Tool developed by Google to help you build human-centered AI products. It’ll enable you to avoid common mistakes, design excellent experiences, and focus on people as you build AI-driven applications. . . .
Toolkit developed by Linklaters to provide practical guidance for AI projects. 58 pages. Excerpt: Artificial intelligence is starting to come of age. Businesses looking to exploit this technology are having . . .