Trusted-AI AIF360 issues

Trusted-AI / 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

2.46k stars 840 forks source link

issues

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Incompatibility of Adversarial Debiasing with newer versions of tensorflow

#289 relaxedplan opened 2 years ago
1
Fixed computation of coefficient of variation in classification_metrics

#288 plankington closed 2 years ago
2
Debiasing: # of layers and predicted probabilities

#287 Drew2019 opened 2 years ago
1
Query regarding debiased model saving in Adversarial Debiasing

#286 Sreyashi-Bhattacharjee opened 2 years ago
4
Query regarding COMPAS dataset

#285 patelankitar opened 2 years ago
0
Pytorch

#284 wiz0110 opened 2 years ago
0
ValueError: at least one array or dtype is required

#283 bhavyaghai opened 2 years ago
1
Optimized Preprocessing for Bank marketing Dataset

#282 bhavyaghai opened 2 years ago
0
Instance weights for Inprocessing algorithm

#281 bhavyaghai opened 2 years ago
0
A bug in exponentiated_gradient_reduction.py

#280 haewon55 closed 2 years ago
1
Broken link in docs- datasets.StructuredDataset

#279 sdurcan opened 2 years ago
0
Dataset Improvements

#278 hoffmansc closed 2 years ago
12
adversarial debiasing (Updated)

#277 giandos200 opened 3 years ago
2
AdversaryLossWeight_incongruence

#276 giandos200 opened 3 years ago
5
List of 70 Metrics

#275 OGK0 closed 3 years ago
2
R example applications of adversarial_debiasing

#274 Drew2019 opened 3 years ago
2
Theil Index using binary prediction

#273 rocalabern opened 3 years ago
3
Memory leaks from splitting the standarddataset in evolutionary algorithm

#272 leothyssen opened 3 years ago
0
Memory leaks from deepcopy in evolutionary algorithm

#271 leothyssen opened 3 years ago
0
adversarial debiasing - how to set statistical parity or equality of odds

#270 ngshya opened 3 years ago
1
Update ci.yml

#269 nrkarthikeyan closed 3 years ago
0
Fix exponential gradient reduction without protected attribute (#267)

#268 jdnklau closed 3 years ago
1
ExponentiatedGradientReduction does not work for drop_prot_attr=True, needs one-line fix

#267 jdnklau closed 3 years ago
0
where is AIF360 web address?

#266 aitest11 closed 3 years ago
1
Privileged class in BankDataset

#265 chenzhenpeng18 closed 1 year ago
1
dockerize with dataset

#264 asm582 opened 3 years ago
3
Docker setup for AIF360

#263 asm582 opened 3 years ago
4
Update R Package Dependency

#262 SSaishruthi closed 3 years ago
1
Update R package dependencies

#261 SSaishruthi closed 3 years ago
3
[WIP] Add regression metric

#260 SSaishruthi closed 1 year ago
4
Update component.yaml to kfp v2 sdk

#259 yhwang closed 3 years ago
8
Inprocessing Reduction techniques issue

#258 juphillips opened 3 years ago
3
Fairadapt inclusion in AIF360

#257 dplecko closed 2 years ago
13
Add Regression Metric to the Toolkit

#256 SSaishruthi opened 3 years ago
2
Restricting AdversarialDebiasing's trainable variables to current scope

#255 mfeffer closed 2 years ago
0
Increasing max_iter to 1000 for LogisticRegression used in PrejudiceRemover

#254 mfeffer closed 2 years ago
1
Learning Fair Representations Issue

#253 MihirMishra23 opened 3 years ago
2
Optimized Preprocessing Issue

#252 MihirMishra23 opened 3 years ago
0
Install AIF360 latest from github source

#251 nrkarthikeyan opened 3 years ago
0
Tensorflow dependency on BinaryLabelDatasetMetric

#250 martincjespersen opened 3 years ago
0
Update mdss definition of privileged group

#249 aknvictor closed 3 years ago
1
The definition of TPR here is actually recall

#248 stats2ml closed 3 years ago
0
update readme to include mdss

#247 aknvictor closed 3 years ago
0
TensorFlow

#246 akashjaiswal9994 closed 3 years ago
0
Issue with hyphenated module name kamfadm-2012ecmlpkdd

#245 psortos opened 3 years ago
1
low accuracy for gerryfair classifier

#244 vramaswamy94 opened 3 years ago
0
Update README.md

#243 YSeethaRamayya opened 3 years ago
0
Update README.md

#242 YSeethaRamayya closed 2 years ago
0
Disparate Impact Remover doesn't seem to be working

#241 akuzni2 opened 3 years ago
7
Bump commons-io from 2.6 to 2.7 in /mlops/nifi/generic-processor/nifi-aif360-processors

#240 dependabot[bot] closed 3 years ago
0

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