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GitHub topics: responsible-ml

ModelOriented/DALEX

moDel Agnostic Language for Exploration and eXplanation

Language: Python - Size: 798 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 1,435 - Forks: 169

tensorflow/model-card-toolkit 📦

A toolkit that streamlines and automates the generation of model cards

Language: Python - Size: 9.05 MB - Last synced at: 20 days ago - Pushed at: about 2 years ago - Stars: 438 - Forks: 92

microsoft/responsible-ai-toolbox-mitigations

Python library for implementing Responsible AI mitigations.

Language: Jupyter Notebook - Size: 167 MB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 67 - Forks: 7

ByteanAtomResearch/rai-checklist-cli

Open-source Project for Responsible Al Checklists in Machine Learning and Al Development

Language: Python - Size: 219 KB - Last synced at: 5 days ago - Pushed at: 4 months ago - Stars: 6 - Forks: 2

ModelOriented/treeshap

Compute SHAP values for your tree-based models using the TreeSHAP algorithm

Language: R - Size: 19.7 MB - Last synced at: 26 days ago - Pushed at: about 1 year ago - Stars: 88 - Forks: 24

EzgiKorkmaz/AI-Safety

AAAI 2025 Tutorial on Machine Learning Safety

Size: 4.88 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

ngatilio/CertEye

Zero Trust AI 360

Language: CSS - Size: 18.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 1

trustworthy-ml-course/trustworthy-ml-course.github.io

Trustworthy AI/ML course by Professor Birhanu Eshete, University of Michigan, Dearborn.

Language: HTML - Size: 1.98 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

MI2DataLab/rai-covid

Responsible Prediction Making of COVID-19 Mortality (AAAI 2021)

Size: 3.89 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 0

Paritii-LLC/equity-in-ai-guide

AI Equity Guide

Language: Jupyter Notebook - Size: 8.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

carpentries-incubator/machine-learning-responsible-python

Introduction to responsible machine learning with Python

Language: Python - Size: 18.9 MB - Last synced at: 7 days ago - Pushed at: 4 months ago - Stars: 4 - Forks: 8

kevinrobinson-at-elgoog/aart-ai-safety-dataset

AART: AI-Assisted Red-Teaming with Diverse Data Generation for New LLM-powered Applications

Size: 292 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

codesue/model-card-toolkit Fork of tensorflow/model-card-toolkit

A toolkit that streamlines and automates the generation of model cards

Language: Python - Size: 9.04 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

microsoft/AutoBrewML

With AutoBrewML Framework the time it takes to get production-ready ML models with great ease and efficiency highly accelerates.

Language: Jupyter Notebook - Size: 141 MB - Last synced at: 5 days ago - Pushed at: about 2 years ago - Stars: 24 - Forks: 31

Related Keywords
responsible-ml 14 responsible-ai 12 machine-learning 10 data-science 4 explainable-ai 3 explainable-artificial-intelligence 3 ai-safety 2 transparency 2 tensorflow 2 model-cards 2 deep-learning 2 xai 2 python 2 ml 2 interpretable-machine-learning 2 interpretability 2 iml 2 explainability 2 explanatory-model-analysis 2 artificial-intelligence 2 trustworthy-ai 2 trustworthy-machine-learning 2 algorithmic-transparency 1 fairness-ai 1 fairness-ml 1 privacy-preserving-machine-learning 1 robust-machine-learning 1 covid 1 algorithmic-fairness 1 adversarial-machine-learning 1 xops 1 saas 1 mlsecurity 1 mlprivacy 1 mlops 1 mlobservability 1 mlaudit 1 text-summarization 1 text-classification 1 text-analysis 1 sampling-strategies 1 nlp-machine-learning 1 microsoft 1 datavisualization 1 cleansing-data 1 azure-automl 1 anomaly-detection 1 ml-fairness 1 pre-alpha 1 lesson 1 english 1 equity 1 responsibility 1 covid19 1 covid-19 1 meta-reinforcement-learning 1 machine-learning-safety 1 artifcial-intelligence-safety 1 ai-security 1 adversarial-rl 1 adversarial-reinforcement-learning 1 adversarial-attacks 1 shapley-value 1 shap 1 data-analysis 1 predictive-modeling 1 model-visualization 1 fairness 1 explanations 1 explainable-ml 1 dalex 1 black-box 1 llmops 1 ethicsops 1 drift-detection 1 aisecurity 1 aiprivacy 1 aiops 1 aiobservability 1 aiaudit 1 ai 1 trustworthy-artificial-intelligence 1 safe-reinforcement-learning 1 robust-reinforcement-learning 1 rlhf 1 reinforcement-learning-safety 1 multi-agent-reinforcement-learning 1 ml-security 1 ml-safety 1