PAIR-code / datacardsplaybookLinks
The Data Cards Playbook helps dataset producers and publishers adopt a people-centered approach to transparency in dataset documentation.
☆196Updated last year
Alternatives and similar repositories for datacardsplaybook
Users that are interested in datacardsplaybook are comparing it to the libraries listed below
Sorting:
- General Purpose Risk Modeling and Prediction Toolkit for Policy and Social Good Problems☆196Updated this week
- Credo AI Lens is a comprehensive assessment framework for AI systems. Lens standardizes model and data assessment, and acts as a central …☆48Updated last year
- A command line tool to easily add an ethics checklist to your data science projects.☆302Updated 3 months ago
- A toolkit that streamlines and automates the generation of model cards☆441Updated 2 years ago
- A collection of machine learning model cards and datasheets.☆82Updated 2 months ago
- The 2024 consolidation of AI use case inventories across U.S Federal agencies.☆123Updated 11 months ago
- Talks / presentations / tutorials about Fairlearn and fairness in ML☆22Updated 3 years ago
- A hands-on tutorial showing how to use Python to do anonymisation with synthetic data☆80Updated 3 years ago
- Repository for the ML Technology Readiness Levels framework☆40Updated last year
- Neo: Hierarchical Confusion Matrix Visualization (CHI 2022)☆314Updated last month
- This is an open-source tool to assess and improve the trustworthiness of AI systems.☆98Updated 3 weeks ago
- ☆271Updated last year
- This repository provides a curated list of references about Machine Learning Model Governance, Ethics, and Responsible AI.☆120Updated last year
- Editing machine learning models to reflect human knowledge and values☆128Updated 2 years ago
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆184Updated last year
- Explore and compare 1K+ accurate decision trees in your browser!☆169Updated last year
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆151Updated last year
- A library that implements fairness-aware machine learning algorithms☆125Updated 5 years ago
- Template repository for data science lifecycle project☆200Updated 5 years ago
- Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshop…☆142Updated last year
- The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning wo…☆172Updated 2 weeks ago
- Stanford CRFM's initiative to assess potential compliance with the draft EU AI Act☆93Updated 2 years ago
- A curated list of awesome academic research, books, code of ethics, courses, databases, data sets, frameworks, institutes, maturity mode…☆102Updated 2 weeks ago
- The AI Incident Database seeks to identify, define, and catalog artificial intelligence incidents.☆222Updated last week
- Start a data science project with modern tools☆203Updated 2 years ago
- ☆26Updated 3 years ago
- Public blueprints for data use cases☆85Updated 3 months ago
- spaCy extension for Visual Studio Code☆31Updated 9 months ago
- Bias Auditing & Fair ML Toolkit☆745Updated 2 weeks ago
- This Python library implements Trimmed Match for analyzing randomized paired geo experiments and also implements Trimmed Match Design for…☆70Updated 2 years ago