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responsible-ml

Here are 12 public repositories matching this topic...

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

Updated Oct 2, 2024
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

Updated Jul 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

Updated Mar 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

Updated Jul 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

Updated Dec 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

Updated Aug 3, 2023
Jupyter Notebook

ngatilio / CertEye

Zero Trust AI 360

Updated Jun 19, 2024
CSS

ByteanAtomResearch / rai-checklist-cli

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

responsible-ai responsible-ml

Updated Sep 28, 2024
Python

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

Updated Mar 27, 2024
Python

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

Updated Nov 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

Updated May 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

Updated Mar 5, 2024
Jupyter Notebook

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