Discover and explore the most popular open source AI and machine learning tools from GitHub
Training PyTorch models with differential privacy
Interpretability and explainability of data and machine learning models
Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.
A model-agnostic visual debugging tool for machine learning
A framework for Privacy Preserving Machine Learning
moDel Agnostic Language for Exploration and eXplanation
Tribuo - A Java machine learning library
A toolbox to iNNvestigate neural networks' predictions!
Support for using OpenFeign in Spring Cloud apps
Model analysis tools for TensorFlow
A Framework for Encrypted Machine Learning in TensorFlow
XAI - An eXplainability toolbox for machine learning
Building a responsible AI marketplace is a community effort. We're grateful to the developers, researchers, organizations, evaluators, and individuals whose work helps make AI more accessible, transparent, and responsible through the framework of 6 pillars:
Researchers and developers whose data collection efforts help build the foundation of AI tools.
Responsible AI Marketplace Open-source AI Tools Database
Cornell University
Advisor: Martin Wells
Contributors: Houlin Chen, Xinyu Zhu, Yinghan Xia, Kate Chanpong, Zixuan Huangfu
Responsible AI depends on meaningful evaluation, testing, research, and transparency.
Credits, resources and support.
Core technologies powering the marketplace.
Our marketplace is strengthened by the people who review, test, evaluate, document, and share their experiences with AI tools. Thank you to everyone who contributes their time, expertise, and perspective.
If you use this database in your research, please use the following BibTeX entry.
@misc{ai2030-marketplace,
title={AI2030 Responsible AI Open-Source Tools and Commercial Tools Database / Marketplace},
author={AI2030 and Community Contributors},
year={2025--2026},
url={https://marketplace.ai2030.org}
}A Note on Independence — Recognition on this page does not constitute an endorsement of a tool, organization, model, or viewpoint. Commercial relationships and sponsorships are disclosed where applicable. Marketplace listings, evaluations, and editorial materials are governed by our published standards and policies.