responsible-ai

Here are 425 public repositories matching this topic...

EthicalML / awesome-production-machine-learning

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 Feb 9, 2026

Giskard-AI / giskard-oss

Sponsor

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🐢 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 Feb 12, 2026
Python

Azure / PyRIT

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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 Feb 12, 2026
Python

fairlearn / fairlearn

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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 Feb 8, 2026
Python

microsoft / responsible-ai-toolbox

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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 Feb 6, 2026
TypeScript

ModelOriented / DALEX

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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 Jan 20, 2026
Python

microsoft / rag-time

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

Updated Jun 17, 2025
Jupyter Notebook

Pacific-AI-Corp / langtest

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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 Jan 20, 2026
Python

tensorflow / model-card-toolkit

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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

hbaniecki / adversarial-explainable-ai

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💡 Adversarial attacks on explanations and how to defend them

Updated Nov 30, 2024

Bria-AI / FIBO

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FIBO is a SOTA, first open-source, JSON-native text-to-image model built for controllable, predictable, and legally safe image generation.

ai deep-learning image-generation enterprise-ready text-to-image sota creative-ai responsible-ai ethical-ai safe-ai image-generation-ai agentic-ai smollm3 controlable-image-generation licensed-data

Updated Jan 7, 2026
Python

rhesis-ai / rhesis

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Open-source platform & SDK for testing LLM and agentic apps. Define expected behavior, generate and run test scenarios, and review failures collaboratively.

open-source test-generation quality-assessment test-management test-execution responsible-ai trustworthy-ai generative-ai llmops llm-evaluation llm-evaluation-framework

Updated Feb 12, 2026
Python

cvs-health / langfair

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LangFair is a Python library for conducting use-case level LLM bias and fairness assessments

python ai artificial-intelligence bias fairness ai-safety fairness-testing bias-detection fairness-ai fairness-ml responsible-ai ethical-ai large-language-models llm llm-evaluation llm-evaluation-framework llm-evaluation-metrics

Updated Jan 9, 2026
Python

serodriguez68 / designing-ml-systems-summary

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A detailed summary of "Designing Machine Learning Systems" by Chip Huyen. This book gives you and end-to-end view of all the steps required to build AND OPERATE ML products in production. It is a must-read for ML practitioners and Software Engineers Transitioning into ML.

machine-learning artificial-intelligence model-selection feature-engineering mlops feature-store data-distribution responsible-ai responsible-ml model-store

Updated Mar 5, 2023

natnew / Awesome-Data-Science

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Carefully curated list of awesome data science resources.

data-science data machine-learning awesome ai deep-learning interoperability awesome-list explainable-ai responsible-ai machine-learning-operations ml-operations large-scale-machine-learning

Updated Jan 18, 2026
Jupyter Notebook

Inf-imagine / Sentry

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[NeurIPS 2023] Sentry-Image: Detect Any AI-generated Images

ai classification-model responsible-ai generation-models aigc

Updated Nov 8, 2023

EzgiKorkmaz / adversarial-reinforcement-learning

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Reading list for adversarial perspective and robustness in deep reinforcement learning.

Updated Jul 25, 2025

AthenaCore / AwesomeResponsibleAI

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A curated list of awesome academic research, books, code of ethics, courses, databases, data sets, frameworks, institutes, maturity models, newsletters, principles, podcasts, regulations, reports, responsible scale policies, tools and standards related to Responsible, Trustworthy, and Human-Centered AI.