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9 search results found
Fairness Indicators
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327
Tensorflow's Fairness Evaluation and Visualization Toolkit
Wefe
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169
WEFE: The Word Embeddings Fairness Evaluation Framework. WEFE is a framework that standardizes the bias measurement and mitigation in Word Embeddings models. Please feel welcome to open an issue in case you have any questions or a pull request if you want to contribute to the project!
Lift
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129
The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning workflows.
Metrics
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102
This repository contains the results of the FAIR Metrics Group
Fairmodels
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68
Flexible tool for bias detection, visualization, and mitigation
Fairness_tutorial
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65
Hands-on tutorial on ML Fairness
Amazon Sagemaker Clarify
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63
Fairness Aware Machine Learning. Bias detection and mitigation for datasets and models.
Fairness.jl
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28
Julia Toolkit with fairness metrics and bias mitigation algorithms
Fairness
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27
R package for computing and visualizing fair ML metrics
Datafairport
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10
Fairbench
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8
Comprehensive AI fairness exploration.
Ai Research Fairsourcing
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7
This project provides actionable insights to improve Fairness and Diversity metrics during the recruiting pipeline of a company. It assesses the impact of each candidate with respect to the team's objectives. You can select the desired dimensions to consider as well as what are the relevant subgroups. Track your progress through time and adapt your targets!
Bursting Burden
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5
📝 Accompanying code for our paper "Bursting the Burden Bubble: An Assessment of Sharma et al.’s Counterfactual-Based Fairness Metric"
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