7 results found Sort:

Trusted-AI
AIF360 Trusted-AI
843
2.5k
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
437 commits to main branch, last one 5 months ago
adebayoj
fairml adebayoj
73
361
other
19
This repository has no description...
toolbox fairness discrimination model-criticism prediction-model auditing-predictive-models
Created 2016-01-02
104 commits to master branch, last one 7 years ago
mbilalzafar
fair-classification mbilalzafar
71
189
gpl-3.0
12
Python code for training fair logistic regression classifiers.
fairness discrimination machine-learning
Created 2016-04-15
36 commits to master branch, last one 6 years ago
yongkaiwu
FairAI yongkaiwu
18
92
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 about a year ago
smousavi05
Unsupervised_Deep_Learning smousavi05
16
66
unknown
1
Unsupervised (Self-Supervised) Clustering of Seismic Signals Using Deep Convolutional Autoencoders
autoencoder seismic-data deep-learning discrimination neural-network convolutional-neural-networks
Created 2019-04-13
201 commits to master branch, last one 3 years ago
romanlutz
ResponsibleAI romanlutz
9
63
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
radames
Machine-Learning-Ethics-References radames
11
60
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This repository has been archived (exclude archived)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