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集合主题趋势排行榜
#

responsible-ml

Website
Wikipedia
ModelOriented/DALEX
https://static.github-zh.com/github_avatars/ModelOriented?size=40
ModelOriented / DALEX

#计算机科学#moDel Agnostic Language for Exploration and eXplanation

机器学习interpretability数据科学xaimodel-visualizationexplanationsexplainable-aipredictive-modelingexplainable-mlinterpretable-machine-learningresponsible-airesponsible-mlfairness
Python 1.42 k
4 个月前
https://static.github-zh.com/github_avatars/tensorflow?size=40
tensorflow / model-card-toolkit

#计算机科学#A toolkit that streamlines and automates the generation of model cards

深度学习机器学习responsible-airesponsible-mlTensorflowtransparency
Python 434
2 年前
https://static.github-zh.com/github_avatars/serodriguez68?size=40
serodriguez68 / designing-ml-systems-summary

#计算机科学#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...

人工智能feature-engineeringfeature-store机器学习mlopsmodel-selectionresponsible-airesponsible-ml
143
2 年前
https://static.github-zh.com/github_avatars/ModelOriented?size=40
ModelOriented / treeshap

#计算机科学#Compute SHAP values for your tree-based models using the TreeSHAP algorithm

explainabilityexplainable-aiinterpretabilityinterpretable-machine-learning机器学习responsible-mlshapxai
R 88
1 年前
https://static.github-zh.com/github_avatars/microsoft?size=40
microsoft / responsible-ai-toolbox-mitigations

#计算机科学#Python library for implementing Responsible AI mitigations.

数据分析数据科学机器学习Pythonresponsible-airesponsible-ml
Jupyter Notebook 66
1 年前
https://static.github-zh.com/github_avatars/microsoft?size=40
microsoft / AutoBrewML

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

Microsoftresponsible-ml数据科学datavisualizationanomaly-detection机器学习text-analysistext-classification自然语言处理
Jupyter Notebook 24
2 年前
https://static.github-zh.com/github_avatars/ngatilio?size=40
ngatilio / CertEye

#计算机科学#Zero Trust AI 360

人工智能aiopsaisecurityllmops机器学习mlopsresponsible-airesponsible-mlSoftware as a service
CSS 6
1 年前
https://static.github-zh.com/github_avatars/ByteanAtomResearch?size=40
ByteanAtomResearch / rai-checklist-cli

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

responsible-airesponsible-ml
Python 6
24 天前
https://static.github-zh.com/github_avatars/carpentries-incubator?size=40
carpentries-incubator / machine-learning-responsible-python

#计算机科学#Introduction to responsible machine learning with Python

lesson机器学习Pythonenglishresponsible-airesponsible-ml
Python 4
1 个月前
https://static.github-zh.com/github_avatars/trustworthy-ml-course?size=40
trustworthy-ml-course / trustworthy-ml-course.github.io

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

adversarial-machine-learningfairness-aifairness-mlprivacy-preserving-machine-learningresponsible-airobust-machine-learningresponsible-ml
HTML 4
1 年前
https://static.github-zh.com/github_avatars/MI2DataLab?size=40
MI2DataLab / rai-covid

#计算机科学#Responsible Prediction Making of COVID-19 Mortality (AAAI 2021)

responsible-aiexplainable-aiexplainabilityresponsible-ml机器学习人工智能COVID-19covid
3
4 年前
https://static.github-zh.com/github_avatars/EzgiKorkmaz?size=40
EzgiKorkmaz / AI-Safety

AAAI 2025 Tutorial on Machine Learning Safety

ai-safetyml-safetyresponsible-airesponsible-mlrlhfai-security
3
4 个月前
https://static.github-zh.com/github_avatars/Paritii-LLC?size=40
Paritii-LLC / equity-in-ai-guide

#计算机科学#AI Equity Guide

数据科学equity机器学习responsible-airesponsible-ml
Jupyter Notebook 0
1 年前