bias

There are 3 repositories under bias topic.

charlax / engineering-management
A collection of inspiring resources related to engineering management and tech leadership
article bias culture decisions employee-handbook engineering-management leader management
Language:Shell 7189
interpretml / interpret
Fit interpretable models. Explain blackbox machine learning.
machine-learning interpretability gradient-boosting blackbox scikit-learn xai interpretml interpretable-machine-learning interpretable-ai transparency iml interpretable-ml explainable-ml explainability bias ai artificial-intelligence explainable-ai differential-privacy
Language:C++ 5993
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.
ai fairness-ai fairness fairness-testing fairness-awareness-model bias-detection bias bias-correction bias-reduction bias-finder artificial-intelligence discrimination ibm-research-ai ibm-research machine-learning deep-learning codait trusted-ai r python
Language:Python 2307
EthicalML / xai
XAI - An eXplainability toolbox for machine learning
explainability xai ml ai bias artificial-intelligence bias-evaluation explainable-ai explainable-ml machine-learning machine-learning-explainability interpretability xai-library evaluation imbalance upsampling downsampling feature-importance
Language:Python 1059
dssg / aequitas
Bias Auditing & Fair ML Toolkit
fairness bias machine-bias fairness-testing
Language:Python 632
lukasz-madon / awesome-concepts
Awesome list about all kinds of interesting topics: Laws, Principles, Mental Models, Cognitive Biases
awesome-list bias hackerlaws mental-models
474
amanchadha / coursera-gan-specialization
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
coursera gan gans generative-adversarial-network generative-model deeplearning-ai stylegan dcgan wgan pix2pix pytorch conditional-gan bias bias-detection biggan u-net data-augmentation artificial-intelligence deep-learning neural-network
Language:Jupyter Notebook 401
explainx
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
explainable-ai explainable-artificial-intelligence machine-learning interpretability blackbox xai explainx interpretable-ai transparency bias interpretable-machine-learning aws-sagemaker explainability explainable-ml machine-learning-interpretability scikit-learn
Language:Jupyter Notebook 389
datamllab / awesome-fairness-in-ai
A curated list of awesome Fairness in AI resources
fairness machine-learning deep-learning gender-bias xai interpretability bias ai
304
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
machine-learning computer-vision image-processing bias fairness-ml fairness research
Language:Jupyter Notebook 249
acbull / Unbiased_LambdaMart
Code for WWW'19 "Unbiased LambdaMART: An Unbiased Pairwise Learning-to-Rank Algorithm", which is based on LightGBM
learning-to-rank lightgbm bias
Language:C++ 222
blindpad / blindpad
Collaborative text editor (like Google Docs or CoderPad) with integrated semi-anonymizing voice chat intended to help reduce bias in technical communication.
webrtc text-editor crdt bias collaboration operational-transformation blind-auditions interview peer coding-interviews voice-anonymization
Language:TypeScript 214
hate-alert / HateXplain
Can we use explanations to improve hate speech models? Our paper accepted at AAAI 2021 tries to explore that question.
explainability hate-speech bias offensive detection hatespeech interpretable-deep-learning bert-model lstm attention-lstm bert-fine-tuning
Language:Python 175
ijmarshall / robotreviewer
Automatic synthesis of RCTs
clinical-trials systematic-reviews bias trial icasr rcts cochrane
Language:Python 134
N2ITN / are-you-fake-news
Bias detection in the news. Back and front end for areyoufakenews.com
journalism tensorflow media bias lambda fake-news fake-news-classification keras
Language:Jupyter Notebook 112
francozappa / bias
Bluetooth Impersonation AttackS (BIAS) [CVE 2020-10135]
authentication bias bluetooth security wireless
Language:Python 89
ResponsiblyAI / responsibly
Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰
python machine-learning artificial-intelligence fairness bias data-science ethics fairness-ml fairness-ai fairness-testing machine-bias fairness-awareness-model bias-correction natural-language-processing bias-reduction bias-finder audit
Language:Python 88
fairlens
synthesized-io / fairlens
Identify bias and measure fairness of your data
bias data data-analysis data-science fairness pandas python statistics
Language:Python 87
yongkaiwu / FairAI
This is a collection of papers and other resources related to fairness.
fairness fair ethics ai machine-learning discrimination bias algorithm ijcai icdm kdd aistats nips cikm icml papers aaai uai artificial-intelligence fate
Language:HTML 87
EBWiki / EBWiki
repository of police abuse cases against people of color
police brutality social justice bias encounter
Language:Ruby 82
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.
data-ethics machine-learning data-science ethics data algorithms bias algorithmic-bias data-ethics-club
Language:Python 75
dreji18 / Fairness-in-AI
Detecting Bias and ensuring Fairness in AI solutions
bias fariness nlp
Language:Jupyter Notebook 72
apple / dnikit
A Python toolkit for analyzing machine learning models and datasets.
fairness-ml introspection machine-learning python ai bias compression data fairness ml data-duplication
Language:Python 67
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.
bias discrimination fairness hiring-algorithms machine-learning artificial-intelligence responsible-ai
62
cdancette / rubi.bootstrap.pytorch
NeurIPS 2019 Paper: RUBi : Reducing Unimodal Biases for Visual Question Answering
vqa bias deep-learning pytorch bias-reduction
Language:Python 59
nursnaaz / 25DaysInMachineLearning
I will update this repository to learn Machine learning with python with statistics content and materials
python machine-learning machine-learning-algorithms machinelearning machinelearning-python statistics data-science modelling python3 data-preprocessing practise descriptive-statistics bias linear-regression decision-tree numpy covariance logistic-regression random-forest bagging
Language:Jupyter Notebook 58
radames / Machine-Learning-Ethics-References
List of references about Machine Learning bias and ethics
artificial-intelligence machine-learning ethics discrimination bias data-science references awesome-list ai fairness machine-ethics machines-biased ai-ethics
57
amazon-science / bold
Dataset associated with "BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation" paper
nlp nlg-dataset nlg gpt-2 language-model bias fairness-ml bert-model bert text-generation
52
TalSchuster / FeverSymmetric
Symmetric evaluation set based on the FEVER (fact verification) dataset
fever fact-checking dataset bias
Language:Python 48
facerec-bias-bfw
visionjo / facerec-bias-bfw
Source code and notebooks to reproduce experiments and benchmarks on Bias Faces in the Wild (BFW).
face-recognition bias bias-mitigation python data-analysis data-visualization dataset computer-vision machine-learning classification ethnicity-analysis gender-bias ethnic-diversity face-dataset face-verification
Language:Jupyter Notebook 44
Gaurav-Pande / AES_DL
Automated Essay Scoring using BERT
natural-language-processing nlp bert-model bert-embeddings automated-essay-scoring word2vec aes-dl aes python bias
Language:Jupyter Notebook 43
vinid / cade
Compass-aligned Distributional Embeddings. Align embeddings from different corpora
embeddings word2vec bias semantic-change lexical-semantics
Language:Python 38
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
word2vec bias sociology language-learning embeddings health gender word2vec-model social-sciences meaning schema word-embeddings language semantics computational-social-science computational-sociology
Language:Jupyter Notebook 36
BloombergGraphics / 2024-openai-gpt-hiring-racial-discrimination
Data and materials to reproduce Bloomberg's investigation into racial and gender bias in OpenAI's GPT
algorithm-auditing bias generative-ai openai
Language:Jupyter Notebook 30
EqualityAI / EqualityML
Evidence-based tools and community collaboration to end algorithmic bias, one data scientist at a time.
bias bias-correction bias-mitigation data-science fair fairness fairness-ml machine-learning biases
Language:Jupyter Notebook 29
zjunlp / DiagnoseRE
[CCKS 2021] On Robustness and Bias Analysis of BERT-based Relation Extraction
relation-extraction generalization adversarial-attacks robustness bias dataset
Language:Python 27

bias

charlax / engineering-management

interpretml / interpret

Trusted-AI / AIF360

EthicalML / xai

dssg / aequitas

lukasz-madon / awesome-concepts

amanchadha / coursera-gan-specialization

explainX / explainx

datamllab / awesome-fairness-in-ai

twitter-research / image-crop-analysis

acbull / Unbiased_LambdaMart

blindpad / blindpad

hate-alert / HateXplain

ijmarshall / robotreviewer

N2ITN / are-you-fake-news

francozappa / bias

ResponsiblyAI / responsibly

synthesized-io / fairlens

yongkaiwu / FairAI

EBWiki / EBWiki

very-good-science / data-ethics-club

dreji18 / Fairness-in-AI

apple / dnikit

romanlutz / ResponsibleAI

cdancette / rubi.bootstrap.pytorch

nursnaaz / 25DaysInMachineLearning

radames / Machine-Learning-Ethics-References

amazon-science / bold

TalSchuster / FeverSymmetric

visionjo / facerec-bias-bfw

Gaurav-Pande / AES_DL

vinid / cade

arsena-k / Word2Vec-bias-extraction

BloombergGraphics / 2024-openai-gpt-hiring-racial-discrimination

EqualityAI / EqualityML

zjunlp / DiagnoseRE