Tools and techniques

Browsing tools in category

Explore the directory of tools and techniques that can help you transform your practice.

Ethics Litmus Test

Crafted by: Debias.Ai · 2019

A card deck to use at work, as a team or individual. Build up ethical capacity and vocabulary.

Data Ethics Canvas

Crafted by: Open Data Institute · 2019

A visual collaboration tool to help identify and manage ethical issues.

AI Fairness 360

Crafted by: IBM Research · 2018

An extensible open source toolkit can help you examine, report, and mitigate discrimination and bias in machine learning models throughout the AI application lifecycle.

An Ethical Toolkit for Engineering/Design Practice

Crafted by: Markkula Center of Applied Ethics · 2018

A set of seven tools that represent concrete ways of implementing ethical reflection, deliberation, and judgment into tech industry engineering and design workflows.

Ethical By Design: Principles for Good Technology

Crafted by: The Ethics Centre · 2018

This Ethical By Design guide covers some of the most important principles to use when figuring out how to create more ethical technology.

Aequitas bias audit toolkit

Crafted by: Center for Data Science and Public Policy · 2018

An open source bias audit toolkit for machine learning developers, analysts, and policymakers to audit machine learning models for discrimination and bias

What-If Tool

Crafted by: Google PAIR · 2018

A ML tool to visually probe the behavior of trained machine learning models, with minimal coding.

Fairness Toolkit

Crafted by: UnBias · 2018

A toolkit to promote civil dialogue about how algorithms shape online EX

Designing for Motivation, Engagement and Wellbeing in DX

Crafted by: Dorian Peters, Rafael Calvo, & Richard M. Ryan · 2018

Motivation, Engagement and Thriving in User Experience (METUX)

Design Ethically Toolkit

Crafted by: Kat Zhou · 2018

A library of exercises and resources to help you integrate ethical design into your practice.

Algorithmic Accountability Policy Toolkit

Crafted by: AI Now Institute · 2018

A toolkit to provide legal and policy advocates with a basic understanding of government use of algorithms.

Deon Command Line Tool

Crafted by: Driven Data · 2018

A command line tool to bring ethics checklists to data science projects prompting ethical decision making throughout the project lifecycle.