bias
There are 282 repositories under bias topic.
charlax/engineering-management
A collection of inspiring resources related to engineering management and tech leadership
interpretml/interpret
Fit interpretable models. Explain blackbox machine learning.
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 - An eXplainability toolbox for machine learning
dssg/aequitas
Bias Auditing & Fair ML Toolkit
lukasz-madon/awesome-concepts
Awesome list about all kinds of interesting topics: Laws, Principles, Mental Models, Cognitive Biases
amanchadha/coursera-gan-specialization
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
explainX/explainx
Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ ms8909@nyu.edu
datamllab/awesome-fairness-in-ai
A curated list of awesome Fairness in AI resources
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.
hate-alert/HateXplain
Can we use explanations to improve hate speech models? Our paper accepted at AAAI 2021 tries to explore that question.
ijmarshall/robotreviewer
Automatic synthesis of RCTs
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 🔎🤖🧰
francozappa/bias
Bluetooth Impersonation AttackS (BIAS) [CVE 2020-10135]
yongkaiwu/FairAI
This is a collection of papers and other resources related to fairness.
synthesized-io/fairlens
Identify bias and measure fairness of your data
EBWiki/EBWiki
repository of police abuse cases against people of color
very-good-science/data-ethics-club
A reading list and fortnightly discussion group designed to provoke discussion about ethical applications of, and processes for, data science.
dreji18/Fairness-in-AI
Detecting Bias and ensuring Fairness in AI solutions
apple/dnikit
A Python toolkit for analyzing machine learning models and datasets.
romanlutz/ResponsibleAI
A collection of news articles, books, and papers on Responsible AI cases. The purpose is to study these cases and learn from them to avoid repeating the failures of the past.
cdancette/rubi.bootstrap.pytorch
NeurIPS 2019 Paper: RUBi : Reducing Unimodal Biases for Visual Question Answering
nursnaaz/25DaysInMachineLearning
I will update this repository to learn Machine learning with python with statistics content and materials
amazon-science/bold
Dataset associated with "BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation" paper
radames/Machine-Learning-Ethics-References
List of references about Machine Learning bias and ethics
TalSchuster/FeverSymmetric
Symmetric evaluation set based on the FEVER (fact verification) dataset
Gaurav-Pande/AES_DL
Automated Essay Scoring using BERT
visionjo/facerec-bias-bfw
Source code and notebooks to reproduce experiments and benchmarks on Bias Faces in the Wild (BFW).
arsena-k/Word2Vec-bias-extraction
How are words loaded with meaning? Repository accompanying research by Alina Arseniev-Koehler and Jacob G. Foster, titled "Machine learning as a model for cultural learning: teaching an algorithm what it means to be fat." https://journals.sagepub.com/doi/full/10.1177/00491241221122603
vinid/cade
Compass-aligned Distributional Embeddings. Align embeddings from different corpora
BloombergGraphics/2024-openai-gpt-hiring-racial-discrimination
Data and materials to reproduce Bloomberg's investigation into racial and gender bias in OpenAI's GPT
EqualityAI/EqualityML
Evidence-based tools and community collaboration to end algorithmic bias, one data scientist at a time.
zjunlp/DiagnoseRE
[CCKS 2021] On Robustness and Bias Analysis of BERT-based Relation Extraction