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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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More flexibility for CalibratedEqualizedOdds
#339
hoffmansc
opened
2 years ago
0
Optional tempeh, conditional imports
#338
DanielRyszkaIBM
closed
2 years ago
0
Make tempeh optional + remove scipy upper bound
#337
DanielRyszkaIBM
closed
2 years ago
0
sklearn.exceptions.deprecated seems to have moved
#336
nrkarthikeyan
closed
2 years ago
2
[R] Update dataset_metric()
#335
milevavantuyl
opened
2 years ago
0
implement "double-corrected" variance estimator
#334
kvarsh
opened
2 years ago
0
[R] Update binary label dataset documentation
#333
milevavantuyl
opened
2 years ago
0
[R] Update contributors list
#332
milevavantuyl
opened
2 years ago
0
[R] Add StructuredDataset and SampleDistortionMetric
#331
milevavantuyl
opened
2 years ago
0
Created a utils folder and moved examples/common_utils.py to it for clarity
#330
arvjay
opened
2 years ago
0
[AIF360-R] Vignettes
#329
milevavantuyl
opened
2 years ago
4
[AIF360-R] Metrics
#328
milevavantuyl
opened
2 years ago
0
[AIF360-R] Datasets
#327
milevavantuyl
opened
2 years ago
0
[AIF360-R] R Package Website
#326
milevavantuyl
opened
2 years ago
0
Corrected german credit data
#325
nrkarthikeyan
opened
2 years ago
2
Method of the month (July)
#324
hoffmansc
closed
2 years ago
0
Fix pipelining bug in fairlearn algorithms
#323
hoffmansc
closed
2 years ago
3
sklearn-compat additions
#322
mnagired
closed
2 years ago
3
Classification Metric Tests Failing
#321
milevavantuyl
opened
2 years ago
1
[R] Add law_school_gpa_dataset
#320
milevavantuyl
closed
2 years ago
0
Clean up adversarial_debiasing() function
#319
josue-rodriguez
closed
2 years ago
1
More sklearn-compatible algorithms
#318
hoffmansc
closed
2 years ago
2
Remove caches due to excessive memory use
#317
Adebayo-Oshingbesan
closed
2 years ago
0
Fix R package discrepancies
#316
milevavantuyl
closed
2 years ago
1
Update py_install packages for aif360-r
#315
josue-rodriguez
closed
2 years ago
0
Update R package documentation
#314
milevavantuyl
closed
2 years ago
0
fix rpy2 crash bug
#313
hoffmansc
closed
2 years ago
1
Update R Package Vignettes
#312
milevavantuyl
opened
2 years ago
2
Added a dataset link to the advertising tutorial
#311
barvek
closed
2 years ago
0
Added a tutorial for advertising data
#310
barvek
closed
2 years ago
0
Address locked binding issue
#309
milevavantuyl
closed
2 years ago
0
AttributeError when using ExponentiatedGradientReduction from aif360.inprocessing
#308
jtorsvik
closed
2 years ago
1
Zero denominator causes RejectOptionClassification.fit() to fail
#307
gabastil
opened
2 years ago
4
Bump actions versions and pin R version
#306
hoffmansc
closed
2 years ago
0
Add detectors api
#305
Adebayo-Oshingbesan
closed
2 years ago
4
BUG: Problem when Unpack -- the String in line 147 should be merge to the line 146.
#304
alfayohannis
closed
2 years ago
1
Using BinaryLabelDataset with pyspark dataframe
#303
ilirosmanaj
closed
2 years ago
1
Disparate Impact Remover not working
#302
sbassam
opened
2 years ago
1
Introduce new detectors api to extend mdss bias scan beyond binary classification
#301
Adebayo-Oshingbesan
closed
2 years ago
3
make_scorer functionality with equal_opportunity_difference?
#300
tashahughes
opened
2 years ago
1
EqOddsPostprocessing: ValueError: not enough values to unpack (expected 2, got 1)
#299
mclarac
opened
2 years ago
1
AIF360 installation
#298
myarris
closed
2 years ago
5
Version reconciliation with AIX360
#297
forbug
closed
2 years ago
2
How can double protected attributes pass into some inprocessing algoritms such as MetaFairClassifier, PrejudiceRemover?
#296
aitest11
closed
2 years ago
2
How double protected attributes can be passed into some inprocessing algoritms such as MetaFairClassifier, PrejudiceRemover and so on?
#295
aitest11
closed
2 years ago
1
trouble installing library
#294
jrm6575
opened
2 years ago
5
Module "aif360.metrics.mdss_classification_metric" not found
#293
mrtobie
closed
2 years ago
2
type(...) instead of isinstance(...)
#292
alfa-yohannis
closed
2 years ago
0
correct documented parameter which is not exposed
#291
Deathn0t
closed
2 years ago
1
More sklearn-compatible metrics
#290
hoffmansc
closed
2 years ago
0
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