30 results found Sort:

charlax
engineering-management charlax
603
7.4k
mit
254
A collection of inspiring resources related to engineering management and tech leadership
bias leader article culture decisions management employee-handbook engineering-management
Created 2016-03-17
264 commits to master branch, last one 9 days ago
interpretml
interpret interpretml
717
6.1k
mit
143
Fit interpretable models. Explain blackbox machine learning.
ai iml xai bias blackbox interpretml scikit-learn transparency explainability explainable-ai explainable-ml interpretability interpretable-ai interpretable-ml machine-learning gradient-boosting differential-privacy artificial-intelligence interpretable-machine-learning
Created 2019-05-03
3,180 commits to develop branch, last one 17 hours ago
Trusted-AI
AIF360 Trusted-AI
818
2.3k
apache-2.0
91
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.
r ai bias codait python fairness trusted-ai bias-finder fairness-ai ibm-research deep-learning bias-detection bias-reduction discrimination bias-correction ibm-research-ai fairness-testing machine-learning artificial-intelligence fairness-awareness-model
Created 2018-08-22
436 commits to main branch, last one 2 months ago
EthicalML
xai EthicalML
161
1.1k
mit
44
XAI - An eXplainability toolbox for machine learning
ai ml xai bias imbalance evaluation upsampling xai-library downsampling explainability explainable-ai explainable-ml bias-evaluation interpretability machine-learning feature-importance artificial-intelligence machine-learning-explainability
Created 2019-01-11
91 commits to master branch, last one 2 years ago
dssg
aequitas dssg
108
645
mit
43
Bias Auditing & Fair ML Toolkit
bias fairness machine-bias fairness-testing
Created 2018-02-13
911 commits to master branch, last one about a month ago
lukasz-madon
awesome-concepts lukasz-madon
32
484
cc0-1.0
19
Awesome list about all kinds of interesting topics: Laws, Principles, Mental Models, Cognitive Biases
bias hackerlaws awesome-list mental-models
Created 2020-02-28
16 commits to master branch, last one 3 months ago
amanchadha
coursera-gan-specialization amanchadha
290
410
mit
6
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
gan bias gans wgan dcgan u-net biggan pix2pix pytorch coursera stylegan deep-learning bias-detection neural-network conditional-gan deeplearning-ai generative-model data-augmentation artificial-intelligence generative-adversarial-network
Created 2020-11-19
8 commits to main branch, last one 2 years ago
explainX
explainx explainX
54
396
mit
10
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 @ ms...
xai bias blackbox explainx scikit-learn transparency aws-sagemaker explainability explainable-ai explainable-ml interpretability interpretable-ai machine-learning interpretable-machine-learning machine-learning-interpretability explainable-artificial-intelligence
Created 2020-06-16
191 commits to master branch, last one 4 months ago
datamllab
awesome-fairness-in-ai datamllab
62
307
mit
10
A curated list of awesome Fairness in AI resources
ai xai bias fairness gender-bias deep-learning interpretability machine-learning
Created 2019-10-15
38 commits to master branch, last one 3 years ago
twitter-research
image-crop-analysis twitter-research
38
250
apache-2.0
10
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
bias fairness research fairness-ml computer-vision image-processing machine-learning
Created 2021-05-18
9 commits to main branch, last one 2 years ago
hate-alert
HateXplain hate-alert
63
179
mit
7
Can we use explanations to improve hate speech models? Our paper accepted at AAAI 2021 tries to explore that question.
bias lstm detection offensive bert-model hatespeech hate-speech attention-lstm explainability bert-fine-tuning interpretable-deep-learning
Created 2020-05-01
92 commits to master branch, last one about a year ago
ijmarshall
robotreviewer ijmarshall
74
135
gpl-3.0
16
Automatic synthesis of RCTs
bias rcts icasr trial cochrane clinical-trials systematic-reviews
Created 2016-07-21
632 commits to master branch, last one about a year ago
N2ITN
are-you-fake-news N2ITN
29
114
agpl-3.0
15
Bias detection in the news. Back and front end for areyoufakenews.com
bias keras media lambda fake-news journalism tensorflow fake-news-classification
Created 2017-10-12
711 commits to master branch, last one 4 years ago
ResponsiblyAI
responsibly ResponsiblyAI
20
90
mit
6
Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰
bias audit ethics python fairness bias-finder fairness-ai fairness-ml data-science machine-bias bias-reduction bias-correction fairness-testing machine-learning artificial-intelligence fairness-awareness-model natural-language-processing
Created 2018-08-02
294 commits to master branch, last one 3 years ago
yongkaiwu
FairAI yongkaiwu
19
89
unknown
9
This is a collection of papers and other resources related to fairness.
ai kdd uai aaai bias cikm fair fate icdm icml nips ijcai ethics papers aistats fairness algorithm discrimination machine-learning artificial-intelligence
Created 2019-02-02
110 commits to master branch, last one 12 months ago
francozappa
bias francozappa
21
89
mit
5
Bluetooth Impersonation AttackS (BIAS) [CVE 2020-10135]
bias security wireless bluetooth authentication
Created 2020-05-18
14 commits to master branch, last one 2 years ago
synthesized-io
fairlens synthesized-io
8
88
bsd-3-clause
9
Identify bias and measure fairness of your data
bias data pandas python fairness statistics data-science data-analysis
Created 2021-03-30
120 commits to main branch, last one 2 years ago
EBWiki
EBWiki EBWiki
106
84
apache-2.0
18
repository of police abuse cases against people of color
bias police social justice brutality encounter
Created 2015-06-01
2,942 commits to main branch, last one 7 months ago
very-good-science
data-ethics-club very-good-science
13
79
other
12
A reading list and fortnightly discussion group designed to provoke discussion about ethical applications of, and processes for, data science.
bias data ethics algorithms data-ethics data-science algorithmic-bias data-ethics-club machine-learning
Created 2020-10-16
1,172 commits to main branch, last one a day ago
dreji18
Fairness-in-AI dreji18
12
74
mit
3
Detecting Bias and ensuring Fairness in AI solutions
nlp bias fariness
Created 2021-12-02
72 commits to main branch, last one about a year ago
apple
dnikit apple
6
72
apache-2.0
11
A Python toolkit for analyzing machine learning models and datasets.
ai ml bias data python fairness compression fairness-ml introspection data-duplication machine-learning
Created 2023-04-29
2 commits to main branch, last one 9 months ago
romanlutz
ResponsibleAI romanlutz
9
62
unknown
8
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 fairness discrimination responsible-ai machine-learning hiring-algorithms artificial-intelligence
Created 2019-11-22
92 commits to main branch, last one 3 years ago
cdancette
rubi.bootstrap.pytorch cdancette
14
59
bsd-3-clause
6
NeurIPS 2019 Paper: RUBi : Reducing Unimodal Biases for Visual Question Answering
vqa bias pytorch deep-learning bias-reduction
Created 2019-05-27
28 commits to master branch, last one 3 years ago
amazon-science
bold amazon-science
9
57
other
2
Dataset associated with "BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation" paper
nlg nlp bert bias gpt-2 bert-model fairness-ml nlg-dataset language-model text-generation
Created 2021-03-02
2 commits to main branch, last one 3 years ago
radames
Machine-Learning-Ethics-References radames
10
57
unknown
8
List of references about Machine Learning bias and ethics
ai bias ethics fairness ai-ethics references awesome-list data-science discrimination machine-ethics machines-biased machine-learning artificial-intelligence
This repository has been archived (exclude archived)
Created 2016-11-22
59 commits to master branch, last one about a year ago
TalSchuster
FeverSymmetric TalSchuster
5
49
mit
3
Symmetric evaluation set based on the FEVER (fact verification) dataset
bias fever dataset fact-checking
Created 2019-08-13
18 commits to master branch, last one 3 years ago
Gaurav-Pande
AES_DL Gaurav-Pande
15
44
unknown
3
Automated Essay Scoring using BERT
aes nlp bias aes-dl python word2vec bert-model bert-embeddings automated-essay-scoring natural-language-processing
Created 2020-04-15
8 commits to master branch, last one 4 years ago
visionjo
facerec-bias-bfw visionjo
9
44
bsd-3-clause
7
Source code and notebooks to reproduce experiments and benchmarks on Bias Faces in the Wild (BFW).
bias python dataset gender-bias face-dataset data-analysis classification bias-mitigation computer-vision ethnic-diversity face-recognition machine-learning face-verification data-visualization ethnicity-analysis
Created 2020-01-04
250 commits to master branch, last one about a year ago
BloombergGraphics
2024-openai-gpt-hiring-racial-discrimination BloombergGraphics
6
36
apache-2.0
1
Data and materials to reproduce Bloomberg's investigation into racial and gender bias in OpenAI's GPT
bias openai generative-ai algorithm-auditing
Created 2024-03-04
1 commits to main branch, last one 3 months ago
EqualityAI
EqualityML EqualityAI
2
31
apache-2.0
6
Evidence-based tools and community collaboration to end algorithmic bias, one data scientist at a time.
bias fair biases fairness fairness-ml data-science bias-correction bias-mitigation machine-learning
Created 2022-09-21
311 commits to main branch, last one 8 months ago