bias 开源项目推荐（469 个）

charlax /engineering-management

A collection of inspiring resources related to engineering management and tech leadership

interpretml /interpret

适合可解释的模型。解释黑匣子机器学习。

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.

EthicalML /xai

XAI——面向机器学习的可解释性工具箱

dssg /aequitas

Bias Auditing & Fair ML Toolkit

lukasz-madon /awesome-concepts

关于各种有趣话题的精彩清单：定律、原则、心理模型、认知偏见

amanchadha /coursera-gan-specialization

Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai

explainX /explainx

用一行代码解释并调试任何黑盒机器学习模型。

datamllab /awesome-fairness-in-ai

A curated list of awesome Fairness in AI resources

cvs-health /langfair

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

hate-alert /HateXplain

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

twitter-research /image-crop-analysis

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

acbull /Unbiased_LambdaMart

Code for WWW'19 "Unbiased LambdaMART: An Unbiased Pairwise Learning-to-Rank Algorithm", which is based on LightGBM

blindpad /blindpad

Collaborative text editor (like Google Docs or CoderPad) with integrated semi-anonymizing voice chat intended to help reduce bias in technical communication.

ijmarshall /robotreviewer

随机对照试验的自动综合

N2ITN /are-you-fake-news

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

ResponsiblyAI /responsibly

Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰

dreji18 /Fairness-in-AI

Detecting Bias and ensuring Fairness in AI solutions

francozappa /bias

Bluetooth Impersonation AttackS (BIAS) [CVE 2020-10135]

yongkaiwu /FairAI

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