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Engineering Management ⭐ 6,276

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

Interpret ⭐ 5,992

Fit interpretable models. Explain blackbox machine learning.

Aif360 ⭐ 2,293

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.

XAI - An eXplainability toolbox for machine learning

Aequitas ⭐ 606

Bias and Fairness Audit Toolkit

Explainx ⭐ 375

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 @ [email protected]

Awesome Concepts ⭐ 311

Awesome list about all kinds of interesting topics: Laws, Principles, Mental Models, Cognitive Biases

Awesome Fairness In Ai ⭐ 257

A curated list of awesome Fairness in AI resources

Unbiased_lambdamart ⭐ 220

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

Image Crop Analysis ⭐ 198

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

Blindpad ⭐ 179

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

Hatexplain ⭐ 152

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

Are You Fake News ⭐ 108

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

Robotreviewer ⭐ 97

Automatic synthesis of RCTs

Coursera Gan Specialization ⭐ 93

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

repository of police abuse cases against people of color

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

Fairlens ⭐ 76

Identify bias and measure fairness of your data

Data Ethics Club ⭐ 73

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

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

Machine Learning Ethics References ⭐ 54

List of references about Machine Learning bias and ethics

25daysinmachinelearning ⭐ 48

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

Rubi.bootstrap.pytorch ⭐ 47

RUBi : Reducing Unimodal Biases for Visual Question Answering

A Python toolkit for analyzing machine learning models and datasets.

Responsibly ⭐ 41

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

Facerec Bias Bfw ⭐ 40

Source code and notebooks to reproduce experiments and benchmarks on Bias Faces in the Wild (BFW).

Fairness In Ai ⭐ 35

Detecting Bias and ensuring Fairness in AI solutions

Word2vec Bias Extraction ⭐ 35

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/10.1177/0049

Responsibleai ⭐ 34

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.

Compass-aligned Distributional Embeddings. Align embeddings from different corpora

Feversymmetric ⭐ 29

Symmetric evaluation set based on the FEVER (fact verification) dataset

Livros Tecnologia Sociedade ⭐ 24

Nesse repositório vou disponibilizar links para livros, apresentações, artigos e cursos gratuitos que me ajudarem na minha pesquisa sobre como o viés inconsciente tem afetado a Inteligência Artificial e quais seus impactos no futuro da humanidade.

Equalityml ⭐ 24

Evidence-based tools and community collaboration to end algorithmic bias, one data scientist at a time.

Diagnosere ⭐ 21

Source code and dataset for the CCKS201 paper "On Robustness and Bias Analysis of BERT-based Relation Extraction"

Dataset associated with "BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation" paper

Balanced_citer ⭐ 19

This python script guesses the race and gender (probabilistically) of the first and last authors for papers in your citation list (in the form of a .bib file) and compares your list to expected distributions based on a model that accounts for paper characteristics (e.g., author location, author seniority, journal, et cetera.) unrelated to race and gender.

📊 Tools to Perform ‘Misinformation’ Analysis on a Text Corpus (wrapper for methods in https://github.com/PDXBek/Misinformation)

Fairrecsys ⭐ 17

Python scripts for studying bias in recommender systems

Bias Finder ⭐ 14

Chrome extension to show you the bias of websites you travel to.

Reveal2revise ⭐ 13

Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models. Paper presented at MICCAI 2023 conference.

Detect Shortcuts ⭐ 12

Repo for ICCV 2021 paper: Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering -- project website here: https://cdancette.fr/projects/vqa-ce/

Bias Tests for Voice Technologies (bt4vt)

Bias detection and contextual evaluation tool for your AI projects

Deep Learning Machine Learning Ai Tensorflow Python ⭐ 11

🐍 A Collection of Notes for Learning & Understanding Deep Learning / Machine Learning / Artificial Intelligence (AI) with TensorFlow 🐍

Behind The Scenes ⭐ 10

Code and data for CIKM-2021 paper《Behind the Scenes: An Exploration of Trigger Biases Problem in Few-Shot Event Classification》

An R package for non-stationary meteorological drought monitoring

Brabenetz ⭐ 9

🧠 A fast and clean supervised neural network in C++, capable of effectively using multiple cores

Interactive Perceptrons ⭐ 9

Try to find the right weights manually.

Basic sensitivity analysis of epidemiological results in R

Differential Abundance Theory ⭐ 9

A manuscript exploring the effects of taxonomic bias on microbiome differential-abundance analysis.

Sonder is an open-source platform enabling access to diverse knowledge.

Matching With Gans ⭐ 7

Matching in GAN latent space for better bias benchmarking and semantic image editing. 👶🏻🧒🏾👩🏼‍🦰👱🏽‍♂️👴🏾

The Unfairness of Active Users and Popularity Bias in Point-of-Interest Recommendation (Bias@ECIR 22))

Bias In Vision And Language ⭐ 6

Code for paper "Measuring Social Biases in Grounded Vision and Language Embeddings"

Ensemble Bias Correction ⭐ 6

Bias correction method using quantile mapping

Shortcuts Chest Xray ⭐ 6

Detecting Shortcuts in Medical Images - A Case Study in Chest X-rays - ISBI 2023

Cross-lingual version of WEAT

Bias In Deep Anomaly Detection Pytorch ⭐ 6

This is the code repository for the IJCAI-21 paper "Understanding the Effect of Bias in Deep Anomaly Detection".

Sigir2018 ⭐ 5

Software of the experiments reported in the SIGIR 2018 paper "Should I Follow the Crowd? A Probabilistic Analysis of the Effectiveness of Popularity in Recommender Systems"

Code for Paper "Debiasing Language Models via Model Editing".

Uge Unbiased Graph Embedding ⭐ 5

This is the code for paper "Unbiased Graph Embedding with Biased Graph Observations" accepted by WWW'22.

Canonical_sets ⭐ 5

Exposing Algorithmic Bias with Canonical Sets

Badder Seeds ⭐ 5

Official repository of the paper "[Re] Badder Seeds: Reproducing the Evaluation of Lexical Methods for Bias Measurement"

1-63 of 63 search results

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