responsible-ml
There are 13 repositories under responsible-ml topic.
ModelOriented/DALEX
moDel Agnostic Language for Exploration and eXplanation
tensorflow/model-card-toolkit
A toolkit that streamlines and automates the generation of model cards
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.
ModelOriented/treeshap
Compute SHAP values for your tree-based models using the TreeSHAP algorithm
microsoft/responsible-ai-toolbox-mitigations
Python library for implementing Responsible AI mitigations.
microsoft/AutoBrewML
With AutoBrewML Framework the time it takes to get production-ready ML models with great ease and efficiency highly accelerates.
google-research-datasets/aart-ai-safety-dataset
AART: AI-Assisted Red-Teaming with Diverse Data Generation for New LLM-powered Applications
ngatilio/CertEye
Zero Trust AI 360
carpentries-incubator/machine-learning-responsible-python
Introduction to responsible machine learning with Python
MI2DataLab/rai-covid
Responsible Prediction Making of COVID-19 Mortality (AAAI 2021)
Paritii-LLC/equity-in-ai-guide
AI Equity Guide
trustworthy-ml-course/trustworthy-ml-course.github.io
Trustworthy AI/ML course by Professor Birhanu Eshete, University of Michigan, Dearborn.
codesue/model-card-toolkit
A toolkit that streamlines and automates the generation of model cards