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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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Features Invoked Based on AI and Code Quality Improvements
#539
RahulVadisetty91
opened
2 months ago
0
Adding intersectional bias mitigation to AIF360
#538
ckalousi
opened
2 months ago
2
Adding support for intersectional bias mitigation
#537
ckalousi
opened
2 months ago
0
Syntax warnings because of escape characters in the docstrings
#536
jihaekor
opened
3 months ago
0
Collaboration proposal: Wrapping around the FairBench library's metric definitions
#535
maniospas
opened
5 months ago
0
Not able to use pandas df in OptimPreproc of Inprocessing
#534
waghts95
opened
5 months ago
1
Bug fixes for the FACTS method
#533
phantom-duck
closed
4 months ago
4
FACTS method bug: `feature_weights` parameter of the method is not propagated correctly
#532
phantom-duck
closed
4 months ago
0
FACTS method bug: code in `valid_ifthens` function has hard-coded feature names
#531
phantom-duck
opened
6 months ago
0
Bump jinja2 from 3.1.3 to 3.1.4
#530
dependabot[bot]
opened
6 months ago
0
Demo notebook needs update
#529
Shidhanta95
opened
6 months ago
1
`average_odds_difference` metric is wrongly represented as an equalized odds relaxation
#528
AndreFCruz
opened
6 months ago
0
feat: Bias Mitigation Automation Workflow to IBM AIF 360
#527
JayanaGunaweera01
opened
7 months ago
0
Memory Management Issue in class ClassificationMetric
#526
trivedi-nitesh
opened
7 months ago
0
Bump version -> 0.6.1
#525
hoffmansc
closed
7 months ago
0
Add FACTS import warnings
#524
hoffmansc
closed
7 months ago
0
DisparateImpactRemover missing method implementations
#523
annapmeyer
opened
8 months ago
0
Fixed Example Google Style Python Docstrings URL
#522
ShorthillsAI
closed
8 months ago
0
Avoiding uses of np.float because that has been removed from the latest numpy.
#521
hirzel
closed
8 months ago
1
Include `fairadapt.R` in package
#520
hoffmansc
closed
8 months ago
0
Remove `requests` dependency
#519
hoffmansc
closed
8 months ago
0
Fix sphinx_rtd_theme
#518
hoffmansc
closed
8 months ago
0
Fix .readthedocs.yaml and bump version
#517
hoffmansc
closed
8 months ago
0
add .readthedocs.yaml
#516
hoffmansc
closed
8 months ago
0
Rename master -> main
#515
hoffmansc
closed
8 months ago
0
Install R dependencies
#514
hoffmansc
closed
8 months ago
0
Fix tests failing due to int columns
#513
hoffmansc
closed
9 months ago
0
Update sphinx requirement
#512
hoffmansc
closed
8 months ago
0
Replace deprecated `if_delegate_has_method` with `available_if`
#511
hoffmansc
closed
9 months ago
0
Change source for Law School GPA dataset
#510
hoffmansc
closed
9 months ago
0
Question: Can you use the PrejudiceRemover with an MLP?
#509
rydeveraumn
opened
9 months ago
0
COMPAS ROC Fav_inds inequal direction
#508
HuangruiChu
closed
10 months ago
1
Bump jinja2 from 3.0.3 to 3.1.3
#507
dependabot[bot]
closed
8 months ago
0
Bump jinja2 from 3.0.3 to 3.1.3 in /docs
#506
dependabot[bot]
closed
8 months ago
1
[Dependencies] module 'numpy' has no attribute 'float'.
#505
HuangruiChu
closed
10 months ago
2
Remove deprecated bias scan metrics
#504
hoffmansc
closed
12 months ago
0
Update homepage URL
#503
hoffmansc
closed
1 year ago
0
AIF 360 for images
#502
AmnaSaghi
opened
1 year ago
1
Error when installing in R on Win 10 with "Error 1"
#501
Razzom
opened
1 year ago
1
Request for New Release Compatible with Latest Numpy Version
#500
ZanMervic
closed
8 months ago
6
issue with fetch_lawschool_gpa
#499
jr2021
opened
1 year ago
1
Update data_preproc_functions.py to solve conversion to float issue
#498
baraldian
closed
1 year ago
1
AttributeError: module 'numpy' has no attribute 'float'.
#497
baraldian
closed
1 year ago
2
Building docs with python >= 3.10 and sphinx < 2 fails
#496
phantom-duck
closed
8 months ago
2
Update demo_adversarial_debiasing.ipynb
#495
sushumna32
opened
1 year ago
0
Fix demo lfr
#494
SurekhaSuresh
opened
1 year ago
0
Installed all functionalities of aif360
#493
divyaamin9825
opened
1 year ago
5
Download LawSchool dataset directly from SEAPHE
#492
EktaBhaskar
closed
9 months ago
1
Update demo_exponentiated_gradient_reduction.ipynb to run out of the box on colab
#491
Arshiaj
opened
1 year ago
0
Fix demo json explainers
#490
SurekhaSuresh
opened
1 year ago
0
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