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

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numpy.core._exceptions._ArrayMemoryError: Unable to allocate 456. TiB for an array with shape (64834560, 967680) and data type float64

#439 pradeepdev-1995 opened 1 year ago
0
Iprocessing bias mitigation algorithms compatability with multi class classification usecase

#438 pradeepdev-1995 opened 1 year ago
0
Mitigate bias in SVM classifier using AdversarialDebiasing method

#437 pradeepdev-1995 opened 1 year ago
3
KeyError for Column when using StandardDataset

#436 MrMadium closed 8 months ago
2
Compas Dataset Raises ValueError: could not convert string to float: 'Other'

#435 MrMadium closed 1 year ago
1
Add a bias detector based on optimal transport

#434 jmarecek closed 1 year ago
16
Add a bias detector based on optimal transport

#433 jmarecek closed 1 year ago
0
Which is the dataset fairness metric for the dataset, loaded using MulticlassLabelDataset class

#432 pradeepdev-1995 opened 1 year ago
0
How to find statistical_parity_difference in Multi class classification dataset

#431 pradeepdev-1995 opened 1 year ago
0
Is it supporting multiclass dataset bias and fairness checking?

#430 pradeepdev-1995 opened 1 year ago
0
Is Reweighing doing what is expected to do?

#429 salimnoma closed 1 year ago
5
Change branch name from master to main

#428 makoeppel closed 8 months ago
1
Contribution Guide

#427 hoffmansc closed 1 year ago
1
Add User Guide to docs

#426 hoffmansc opened 1 year ago
2
Missing MulticlassLabelDataset Import

#425 najann opened 1 year ago
0
Which source can I get functorch~=0.1.1 from?

#424 wangzh1998 opened 1 year ago
0
Getting requirements to build wheel ... error

#423 wangzh1998 closed 1 year ago
1
AttributeError: 'str' object has no attribute 'decode'. Did you mean: 'encode'?

#422 makoeppel opened 1 year ago
0
Broken load_preproc_data_adult

#421 makoeppel opened 1 year ago
6
Bank readme fix

#420 epistoteles closed 1 year ago
1
Add CodeQL workflow for GitHub code scanning

#419 lgtm-com[bot] opened 2 years ago
0
Is there any guide to use postProcessing technique on text dataset?

#418 bloodteller123 closed 2 years ago
3
AIF360 - R and PYTHON: Example Optimized pre-processing and Learning Fair Representations

#417 DataAnalysisA opened 2 years ago
0
AIF360-R: Connection, metrics, examples request

#416 DataAnalysisA opened 2 years ago
5
Remove turtle module import

#415 gkumbhat closed 2 years ago
3
updating CI with lint

#414 mohitsaxenaknoldus opened 2 years ago
0
Extend average_* metrics to use different averages

#413 hoffmansc opened 2 years ago
0
Add code coverage checks with `pytest-cov`

#412 aitorres closed 2 years ago
0
Make notebooks to run in Google colab

#411 fionavictoria closed 2 years ago
0
average predictive value difference metric implementation #376

#410 sreeja-g closed 2 years ago
0
Solving second part of issue #381

#409 ivesulca closed 2 years ago
3
#380 - demo file compatibility with Colab

#408 dharmod closed 2 years ago
3
logic error in disparate_impact and statistical_parity_difference #292

#407 sreeja-g closed 2 years ago
0
Make notebooks in examples run out of the box using Google colab (5/5)

#406 vsoma11 opened 2 years ago
1
Modify example notebooks to work in Google colab #378

#405 Yashaswini-Viswanath closed 2 years ago
2
Define "data stores" (to make it easy to download data from various sources)

#404 anupamamurthi opened 2 years ago
6
Get notebooks in examples/sklearn/ to work in Google colab (Part 2/3) [#380]

#403 dharmod closed 2 years ago
3
Solving issue #381, to run demo_new_features notebook in Colab

#402 ivesulca closed 2 years ago
0
Colab for jupyter notebooks in AIF360

#401 hoffmansc opened 2 years ago
2
Fix error in metric_json_explainer.consistency()

#400 hoffmansc closed 2 years ago
0
Investigate how to link notebooks in documentation

#399 hoffmansc opened 2 years ago
5
Add linting using Pylint to CI

#398 aroma123 opened 2 years ago
2
Enable code coverage with Pytest with PyTest-Cov

#397 aroma123 closed 2 years ago
0
Update to demo_lime notebook to run out of the box (and in Google collab)

#396 anupamamurthi closed 2 years ago
2
Allow binder to automatically build environment

#395 hoffmansc closed 2 years ago
0
Make notebooks in examples run out of the box using Binder (5/5)

#394 anupamamurthi opened 2 years ago
1
Make notebooks in examples run out of the box using Binder (4/5)

#393 anupamamurthi opened 2 years ago
0
Make notebooks in examples run out of the box using Binder (3/5)

#392 anupamamurthi opened 2 years ago
2
Make notebooks in examples run out of the box using Binder (2/5)

#391 anupamamurthi opened 2 years ago
1
Make notebooks in examples run out of the box using Binder (1/5)

#390 anupamamurthi opened 2 years ago
3

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