Build software better, together

ifixai-ai / iFixAi

Independent Auditing of AI Agents. Run by human or the agent itself, to answer the most crucial question in the AI Agent Economy. Is the agent doing what is supposed to do? With iFixAi you can have this answer in less than 120 seconds.

Updated Oct 16, 2026
Python

EthicalML / awesome-production-machine-learning

Star

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

machine-learning data-mining awesome deep-learning awesome-list interpretability privacy-preserving production-machine-learning mlops privacy-preserving-machine-learning explainability responsible-ai machine-learning-operations ml-ops ml-operations privacy-preserving-ml large-scale-ml production-ml large-scale-machine-learning

Updated Oct 8, 2026

Giskard-AI / giskard-oss

Sponsor

Star

🐢 Open-Source Evaluation & Testing library for LLM Agents

ai-security mlops fairness-ai responsible-ai ml-validation red-team-tools trustworthy-ai ml-testing llm ai-red-team ai-testing llmops llm-security llm-eval llm-evaluation rag-evaluation agent-evaluation

Updated Oct 16, 2026
Python

microsoft / PyRIT

Star

The Python Risk Identification Tool for generative AI (PyRIT) is an open source framework built to empower security professionals and engineers to proactively identify risks in generative AI systems.

responsible-ai red-team-tools generative-ai ai-red-team

Updated Oct 18, 2026
Python

TarrySingh / Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

Star

Synapsa Commons: free, hands-on AI courses that run anywhere (Colab, Kaggle, Binder, Codespaces, Jupyter). EU AI Act conformity evidence, model validation, predictive maintenance, document extraction, retrieval and RAG, AI agents and MCP, a simulated humanoid. Every lesson autograded. From the team building Synapsa.

Updated Oct 16, 2026
Python

fairlearn / fairlearn

Star

A Python package to assess and improve fairness of machine learning models.

machine-learning ai artificial-intelligence fairness ai-systems fairness-ai fairness-ml responsible-ai unfairness-mitigation fairness-assessment harms group-fairness

Updated Oct 18, 2026
Python

microsoft / responsible-ai-toolbox

Star

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.

Updated Oct 17, 2026
TypeScript

ModelOriented / DALEX

Star

moDel Agnostic Language for Exploration and eXplanation

black-box data-science machine-learning predictive-modeling fairness interpretability explainable-artificial-intelligence explanations explainable-ai explainable-ml xai model-visualization interpretable-machine-learning iml dalex responsible-ai responsible-ml explanatory-model-analysis

Updated Jul 15, 2026
Python

limingrui679-design / high-stakes-analytics-decision-lab

Star

A platform-neutral analytical Skill that profiles messy data, selects case-adaptive methods, and produces source-backed visual reports for high-stakes decisions.

python analytics risk-analysis reproducible-research data-quality decision-science responsible-ai agent-skills

Updated Oct 5, 2026
Python

microsoft / rag-time

Star

RAG Time: A 5-week Learning Journey to Mastering RAG

Updated Jun 17, 2025
Jupyter Notebook

HowieHwong / TrustLLM

Star

[ICML 2024] TrustLLM: LLM trustworthiness evaluation across truthfulness, safety, fairness, robustness, privacy and ethics. Python/CLI toolkit for local models, compatible APIs and AI agent orchestration.

nlp benchmark natural-language-processing ai toolkit evaluation dataset ai-agents hallucination pypi-package responsible-ai trustworthy-machine-learning trustworthy-ai large-language-models llm llm-evaluation llm-safety openai-compatible llm-benchmark

Updated Oct 4, 2026
Python

chrisliu298 / awesome-llm-unlearning

Star

A resource repository for machine unlearning in large language models

Updated Oct 6, 2026

lynote-ai / ai-text-detector

Star

A cautious, explainable AI text detector for local workflows and coding agents. Need production detection in your app? Try the Lynote AI Detector API → lynote.ai/ai-detector-api

multilingual python nlp text-classification explainable-ai responsible-ai gpt-detector chatgpt-detector ai-text-detector ai-content-detector ai-detector ai-generated-text-detection agent-tools claude-code ai-content-detection codex-skill ai-writing-detector

Updated Oct 13, 2026
Python

PacificAI / langtest

Star

Deliver safe & effective language models

nlp artificial-intelligence benchmarks benchmark-framework model-assessment ai-safety mlops responsible-ai ml-safety trustworthy-ai ethics-in-ai ml-testing large-language-models llm ai-testing llm-test llm-evaluation-toolkit llm-as-evaluator llm-testing

Updated Aug 28, 2026
Python

aaryansamanta / nextgen-ai

Star

International student-led org expanding ethical & accessible AI: seminars, global ambassador program, 50+ members, collaborations in US & Taiwan. Founded to build the next generation of responsible AI leaders.

open-source php mentorship taiwan nonprofit artificial-intelligence social-impact international high-school education-technology ai-ethics ai-education responsible-ai stem-education ai-literacy youth-empowerment global-education ambassador-program student-led

Updated Sep 20, 2026
HTML

tensorflow / model-card-toolkit

Star

A toolkit that streamlines and automates the generation of model cards

machine-learning deep-learning tensorflow transparency responsible-ai responsible-ml model-cards

Updated Jul 26, 2023
Python

microsoft / iq-series

Star

The IQ Series is a hands-on learning experience for Microsoft IQ: Microsoft's unified intelligence layer for the enterprise, spanning Foundry IQ, Work IQ, and Fabric IQ. The series includes video episodes, Jupyter notebooks, and Azure deployment templates.