Search Results - RepositoryStats

168

1.4k

gpl-3.0

50

moDel Agnostic Language for Exploration and eXplanation

iml xai dalex fairness black-box data-science explanations explainable-ai explainable-ml responsible-ai responsible-ml interpretability machine-learning model-visualization predictive-modeling explanatory-model-analysis interpretable-machine-learning explainable-artificial-intelligence

Created 2018-02-18

687 commits to master branch, last one 2 months ago

model-card-toolkit tensorflow

87

427

apache-2.0

20

A toolkit that streamlines and automates the generation of model cards

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

This repository has been archived (exclude archived)

Created 2020-07-24

273 commits to main branch, last one about a year ago

designing-ml-systems-summary serodriguez68

22

115

unknown

2

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...

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

Created 2022-07-03

50 commits to main branch, last one about a year ago

treeshap ModelOriented

24

81

gpl-3.0

14

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

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

Created 2020-07-30

232 commits to master branch, last one 11 months ago

responsible-ai-toolbox-mitigations microsoft

6

61

mit

9

Python library for implementing Responsible AI mitigations.

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

Created 2021-10-08

337 commits to main branch, last one about a year ago