Tools and techniques
Browsing tools in category Algorithmic Auditing
Tracking AI
A website that tracks political bias in major and minor Large Language Models.
Fairlearn
Fairlearn is an open-source, community-driven project to help data scientists improve fairness of AI systems.
Z-Inspection
A general inspection process for Ethical AI which can be applied to a variety of domains such as business, healthcare, public sector, among many others, built on an applied ethics foundation.
Language Interpretability Tool
The Language Interpretability Tool (LIT) is an open-source platform for visualisation and understanding of NLP models.
Algorithmic Impact Assessment Tool
Interactive questionnaire by the Canadian government for assessing the impact of automated decision systems.
AI Fairness 360
An extensible open source toolkit can help you examine, report, and mitigate discrimination and bias in machine learning models throughout the AI application lifecycle.
Aequitas bias audit toolkit
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
A ML tool to visually probe the behavior of trained machine learning models, with minimal coding.