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DALEX

ModelOriented /DALEX

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

UpdatedFeb 12, 2025
Python

tensorflow /model-card-toolkit

A toolkit that streamlines and automates the generation of model cards

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

UpdatedJul 26, 2023
Python

serodriguez68 /designing-ml-systems-summary

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

UpdatedMar 5, 2023

ModelOriented /treeshap

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

machine-learning interpretability explainable-artificial-intelligence explainable-ai xai interpretable-machine-learning iml shap explainability shapley-value responsible-ml explanatory-model-analysis

UpdatedJul 25, 2024
R

microsoft /responsible-ai-toolbox-mitigations

Python library for implementing Responsible AI mitigations.

python data-science machine-learning data-analysis responsible-ai responsible-ml

UpdatedDec 17, 2023
Jupyter Notebook

microsoft /AutoBrewML

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

microsoft data-science machine-learning text-classification text-analysis text-summarization nlp-machine-learning anomaly-detection datavisualization responsible-ml cleansing-data azure-automl sampling-strategies

UpdatedAug 3, 2023
Jupyter Notebook

ByteanAtomResearch /rai-checklist-cli

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

responsible-ai responsible-ml

UpdatedSep 28, 2024
Python

ngatilio /CertEye

Zero Trust AI 360

machine-learning ai saas artificial-intelligence aiops mlops drift-detection responsible-ai responsible-ml xops aisecurity llmops mlsecurity mlprivacy aiprivacy mlobservability aiaudit mlaudit aiobservability ethicsops

UpdatedJun 19, 2024
CSS

carpentries-incubator /machine-learning-responsible-python

Introduction to responsible machine learning with Python

python machine-learning ml english lesson pre-alpha responsible-ai responsible-ml

UpdatedMar 27, 2024
Python

EzgiKorkmaz /AI-Safety

AAAI 2025 Tutorial on Machine Learning Safety

ai-safety ai-security safe-reinforcement-learning robust-reinforcement-learning responsible-ai responsible-ml adversarial-reinforcement-learning ml-safety trustworthy-machine-learning trustworthy-ai rlhf ml-security machine-learning-safety reinforcement-learning-safety safe-ai artificial-intelligence-security adversarial-rl artifcial-intelligence-safety trustworthy-artificial-intelligence responsible-machine-learning

UpdatedFeb 10, 2025

MI2DataLab /rai-covid

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

machine-learning artificial-intelligence responsibility explainable-ai explainability responsible-ai responsible-ml covid-19 covid covid19

UpdatedNov 8, 2021

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

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

adversarial-machine-learning explainable-artificial-intelligence robust-machine-learning privacy-preserving-machine-learning algorithmic-fairness fairness-ai algorithmic-transparency fairness-ml responsible-ai responsible-ml trustworthy-machine-learning trustworthy-ai

UpdatedMay 10, 2024
HTML

equity-in-ai-guide

Paritii-LLC /equity-in-ai-guide

AI Equity Guide

data-science machine-learning ml equity responsible-ai responsible-ml

UpdatedMar 5, 2024
Jupyter Notebook

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