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Include fairness metrics for ranking, not just binary classifiers.

advancedAdvanced skill level may be neededAdvanced skill level may be needed

contribution welcomeOpen for contributionOpen for contribution

good first issueGood for newcomersGood for newcomers

metricsFairness metricFairness metric

Status: Open.

#95 In Trusted-AI/AIF360;

· dzwietering opened on Jul 22, 2019

Port micellaneous items to sklearn-compatible API

advancedAdvanced skill level may be neededAdvanced skill level may be needed

epicTracking large issues with multiple partsTracking large issues with multiple parts

good first issueGood for newcomersGood for newcomers

help wantedExtra attention is neededExtra attention is needed

mitigationbias mitigation methodbias mitigation method

Status: Open.

#150 In Trusted-AI/AIF360;

· hoffmansc opened on Feb 23, 2020

 ·  

sklearn-compat

Modify predict_proba in exponentiated_gradient_reduction.py

bugSomething isn't workingSomething isn't working

good first issueGood for newcomersGood for newcomers

mediumIntermediate skill level may be neededIntermediate skill level may be needed

mitigationbias mitigation methodbias mitigation method

Status: Open.

#226 In Trusted-AI/AIF360;

· nrkarthikeyan opened on Feb 5, 2021

Corrected german credit data

datasetsIssue relating to new or existing datasetsIssue relating to new or existing datasets

good first issueGood for newcomersGood for newcomers

mediumIntermediate skill level may be neededIntermediate skill level may be needed

Status: Open.

#325 In Trusted-AI/AIF360;

· nrkarthikeyan opened on Aug 11, 2022

Add Equalized Odds Postprocessing to Sklearn-Compatible Version

advancedAdvanced skill level may be neededAdvanced skill level may be needed

good first issueGood for newcomersGood for newcomers

mitigationbias mitigation methodbias mitigation method

Status: Open.

#369 In Trusted-AI/AIF360;

· mnagired opened on Sep 7, 2022

Add Demo Notebook for Calibrated Equalized Odds Method in Sklearn-Compatible Side

advancedAdvanced skill level may be neededAdvanced skill level may be needed

good first issueGood for newcomersGood for newcomers

Status: Open.

#371 In Trusted-AI/AIF360;

· mnagired opened on Sep 7, 2022

Colab for jupyter notebooks in AIF360

easyBeginner issuesBeginner issues

epicTracking large issues with multiple partsTracking large issues with multiple parts

good first issueGood for newcomersGood for newcomers

infraInfrastructure issues/enhancementsInfrastructure issues/enhancements

Status: Open.

#401 In Trusted-AI/AIF360;

· hoffmansc opened on Sep 16, 2022

Add support for "default of credit card clients Data Set"

datasetsIssue relating to new or existing datasetsIssue relating to new or existing datasets

good first issueGood for newcomersGood for newcomers

Status: Open.

#349 In Trusted-AI/AIF360;

· anupamamurthi opened on Aug 27, 2022

Add support for OULAD

datasetsIssue relating to new or existing datasetsIssue relating to new or existing datasets

good first issueGood for newcomersGood for newcomers

mediumIntermediate skill level may be neededIntermediate skill level may be needed

Status: Open.

#352 In Trusted-AI/AIF360;

· anupamamurthi opened on Aug 27, 2022

Use MLFlow in AIF360 for logging metrics & tracking experimentation

advancedAdvanced skill level may be neededAdvanced skill level may be needed

good first issueGood for newcomersGood for newcomers

infraInfrastructure issues/enhancementsInfrastructure issues/enhancements

Status: Open.

#344 In Trusted-AI/AIF360;

· anupamamurthi opened on Aug 27, 2022

Dockerize AIF360

good first issueGood for newcomersGood for newcomers

infraInfrastructure issues/enhancementsInfrastructure issues/enhancements

mediumIntermediate skill level may be neededIntermediate skill level may be needed

Status: Open.

#345 In Trusted-AI/AIF360;

· anupamamurthi opened on Aug 27, 2022

Design and implement a mechanism to download datasets from places like github

datasetsIssue relating to new or existing datasetsIssue relating to new or existing datasets

good first issueGood for newcomersGood for newcomers

mediumIntermediate skill level may be neededIntermediate skill level may be needed

Status: Open.

#353 In Trusted-AI/AIF360;

· anupamamurthi opened on Aug 27, 2022