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Trusted-AI
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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.
https://aif360.res.ibm.com/
Apache License 2.0
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Include additional classification metrics #88
#489
emilymacq
opened
1 year ago
0
PR for Issue # 391
#488
13Shailja
opened
1 year ago
0
Notebook now runs out of the box on Colab
#487
sakshamio
opened
1 year ago
1
Update tutorial_bias_advertising.ipynb
#486
msdokania
opened
1 year ago
1
Fix demo gerry fair
#485
SurekhaSuresh
opened
1 year ago
2
Fixed str to int conversion issue
#484
padmajaborwankar
opened
1 year ago
1
Update README.md for adding fixes to avoid setup errors for Windows u…
#483
Srabasti
opened
1 year ago
0
13 shailja patch 1
#482
13Shailja
closed
1 year ago
0
upgrade: deprecated if_delegate_has_method
#481
AmirAflak
closed
9 months ago
1
Update tutorial_bias_advertising.ipynb
#480
msdokania
opened
1 year ago
0
Fix impact remover
#479
SurekhaSuresh
opened
1 year ago
2
Issue 391 - Adding Colab link
#478
13Shailja
closed
1 year ago
1
Added methods for equalized odds difference
#477
divyagaddipati
closed
1 year ago
0
Feat/demo disparate
#476
asmitahajra
opened
1 year ago
0
`if_delegate_has_method` is deprecated, use `available_if` instead
#475
hoffmansc
closed
9 months ago
1
Add files via upload
#474
shreyadwivedi14
opened
1 year ago
1
Feat/demo calibrated
#473
asmitahajra
opened
1 year ago
1
Fixed Google Colab for demo_calibrated_eqodds_postprocessing.ipynb
#472
Zeen-Wang
opened
1 year ago
1
Refactor openml_datasets.py
#471
jainsunishka
opened
1 year ago
1
Fix typo.
#470
gowriaddepalli
closed
1 year ago
0
fix to run out of box
#469
asmitahajra
opened
1 year ago
0
Added a collab badge at the top and also added all the missing aif360
#468
sayalikandarkar
opened
1 year ago
0
Modified the demo_calibrated_eqodds_postprocessing.ipynb so that it can work in Colab
#467
meghana009
opened
1 year ago
2
Update README.md
#466
anupamamurthi
closed
1 year ago
0
fix issue #394
#465
siqi-ontheway
opened
1 year ago
0
Update CONTRIBUTING.rst
#464
mrxy56
opened
1 year ago
8
Update MAINTAINERS.md
#463
hangrychae
closed
1 year ago
4
error when using (cloud)pickle to dump a fitted sklearn AdversarialDebiasing model
#462
evilantal
opened
1 year ago
0
Add methods for dealing with fairness in rankings
#461
andrewklayk
closed
1 year ago
2
Adversarial Debiasing with multiple sensitive attributes
#460
NiloyPurkait
opened
1 year ago
1
404 Not Found: Requested route ('aif360.mybluemix.net') does not exist.
#459
live2awesome
closed
1 year ago
3
Bump versions
#458
hoffmansc
closed
1 year ago
0
Fairness Aware Counterfactuals for Subgroups
#457
phantom-duck
closed
8 months ago
17
Add implementation for Fairness Aware Counterfactuals for Subgroups
#456
phantom-duck
closed
8 months ago
0
Add methods for dealing with fairness in rankings
#455
jmarecek
closed
1 year ago
0
MetaFairClassifier not working with certain dataset loaders
#454
richeekAbacus
opened
1 year ago
3
Small fix for issue #422, currently throws `AttributeError`
#453
AndreFCruz
opened
1 year ago
0
Fix typo in GridSearchReduction
#452
haas-christian
closed
1 year ago
2
Typo in grid_search_reduction.py causing AttributeError: 'GridSearchReduction' object has no attribute 'moment'
#451
haas-christian
closed
1 year ago
4
Integrating FairXplainer with AIF360
#450
bishwamittra
opened
1 year ago
3
Issue 265 privileged class bank dataset
#449
joosjegoedhart
closed
1 year ago
2
Couldn't Import LFR from
#448
jacni34
closed
1 year ago
0
added demv preprocessing algorithm
#447
giordanoDaloisio
closed
11 months ago
3
Added DEMV algorithm
#446
giordanoDaloisio
closed
1 year ago
0
Equal opportunity fairness notion added
#445
minasmz
opened
1 year ago
0
equal_opportunity fairness notion is added
#444
minasmz
opened
1 year ago
0
Between group metrics for Equal_opportunity_difference and average_odds_difference
#443
justinbroce
opened
1 year ago
0
Post processing bias mitigation methods with Multi class classification scenario
#442
pradeepdev-1995
opened
1 year ago
0
PrejudiceRemover and MetaFairClassifier inprocess bias mitigation algorithms with Multiclass classification
#441
pradeepdev-1995
opened
1 year ago
0
LFR bias mitigation method always returns a dataset with single class when passing multiclass dataset
#440
pradeepdev-1995
opened
1 year ago
1
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