bias topic

List bias repositories

HateXplain

177
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63
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Can we use explanations to improve hate speech models? Our paper accepted at AAAI 2021 tries to explore that question.

are-you-fake-news

114
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29
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Bias detection in the news. Back and front end for areyoufakenews.com

robotreviewer

135
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74
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Automatic synthesis of RCTs

AIF360

2.3k
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817
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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.

aequitas

639
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107
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Bias Auditing & Fair ML Toolkit

image-crop-analysis

250
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38
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Code for reproducing our analysis in the paper titled: Image Cropping on Twitter: Fairness Metrics, their Limitations, and the Importance of Representation, Design, and Agency

FairAI

87
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18
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This is a collection of papers and other resources related to fairness.

25DaysInMachineLearning

58
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68
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I will update this repository to learn Machine learning with python with statistics content and materials

CNotepad

51
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4
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A GUI Notepad completely made from scratch using C++ native library and Graphics library coupled with mouse events as part my 12th Grade Project in 2015

data-ethics-club

51
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12
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A reading list and fortnightly discussion group designed to provoke discussion about ethical applications of, and processes for, data science.

fairlens

87
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8
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Identify bias and measure fairness of your data