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interpretml
interpret-core

Fit interpretable models. Explain blackbox machine learning.

957K 7K 783
interpretml
interpret

Fit interpretable models. Explain blackbox machine learning.

387K 7K 783
Trusted-AI
aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

40K 3K 914
debiai
debiai-gui

Bias detection and contextual evaluation tool for your AI projects

3K 30 5
apple
dnikit

A Python toolkit for analyzing machine learning models and datasets.

3K 79 8
cvs-health
langfair

LangFair is a Python library for conducting use-case level LLM bias and fairness assessments

2K 257 43
burning-cost
insurance-fairness

Proxy discrimination auditing for insurance pricing — FCA EP25/2, Consumer Duty, bias metrics

2K 0 0
dreji18
dbias

Detecting Bias and ensuring Fairness in AI solutions

1K 101 18
dssg
aequitas-lite

Bias Auditing & Fair ML Toolkit

1K 759 124
EthicalML
xai

XAI - An industry-ready machine learning library that ensures explainable AI by design

938 1K 185
knowlab
daindex

Quantifying Health Inequalities Induced by Data and AI Models

927 3 0
explainX
explainx

Explain and debug any black-box Machine Learning model.

869 445 57
rob-luke
risk-of-bias

AI enabled risk of bias assessment tools

853 5 1
deamoner
privyfilter

Privy filter is made to give the method for removing/accommodating for unethical bias in data.

602 8 1
interpretml
powerlift

Fit interpretable models. Explain blackbox machine learning.

390 7K 783
grecosalvatore
nlpguard

NLPGuard: A Framework for Mitigating the use of Protected Attributes in NLP

311 5 0
vinid
cade

Compass-aligned Distributional Embeddings. Align embeddings from different corpora

302 43 9
hissain
ytdebunk

A CLI tool to automatically download audio .mp3 from a YouTube video link, transcribe it, refine and find logical errors in the transcription using AI.

279 1 0
synthesized-io
fairlens

Identify bias and measure fairness of your data

247 94 12
Callisthenes
ai-bias-detect

A repository including a comparison between Google's What If Bias tool and fairdetect by Ryan Daher with some added improvements

238 2 1
EqualityAI
equalityml

Algorithms for evaluating fairness metrics and mitigating unfairness in supervised machine learning

188 35 2
Callisthenes
fair-detect-group-a

FairDetect Group A IE MBD part time assignment for Python II class

182 2 1
Integrated-Intelligence-Lab
canonical-sets

Exposing Algorithmic Bias with Canonical Sets

180 6 1
apple
dnikit-torch

A Python toolkit for analyzing machine learning models and datasets.

138 79 8
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