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dssg/aequitas
Please Release New Versions When Making Breaking Changes

Hello, I am working on troubleshooting an issue that occurred due to https://github.com/dssg/aequitas/commit/e2bd391e117a2d98f574010ec068520de6523fcc. I built a Docker image that used aequitas==1.0.0 ...
Bug
CLI
  • hoffm386
  • Opened 
    on Dec 14, 2024
  • #209

dssg/aequitas
Repository access

Hello! I m hoping to contribute some improvements to this repository, but I m getting access errors when I try to push my branch. I don t have these issues on other repos so wanted to check here before ...
Question
  • skvorekn
  • Opened 
    on Nov 8, 2024
  • #208

dssg/aequitas
AttributeError: 'Series' object has no attribute 'iteritems' when plotting disparity with Aequitas

Description: When trying to plot disparity using the Aequitas plot_disparity function, I encountered the following error: csharp Copy code AttributeError: Series object has no attribute iteritems This ...
Base
Bug
Good First Issue
  • Sparsh009
  • 1
  • Opened 
    on Sep 16, 2024
  • #207

dssg/aequitas
Help needed with Label Flipping method

Hi, I am trying out the bias mitigation methods but I keep having the same error when trying to use the Label Flipping method. My code looks like bellow: from aequitas.flow.methods.preprocessing import ...
  • IoanaSil14
  • 1
  • Opened 
    on Sep 3, 2024
  • #204

dssg/aequitas
Add a readme or page on the existing metrics of fairness

We can change the landing page readme, or better yet create a readme that will be used in the sphinx pages. The current one is not great in terms of being informative: https://dssg.github.io/aequitas/metrics.html#Bias-Metrics ...
Base
Documentation
Good First Issue
  • sgpjesus
  • 2
  • Opened 
    on Jul 23, 2024
  • #201

dssg/aequitas
Integration with some ML platforms (such as ML Flow or weights and biases)

Base
Discovery
Language: Python
New Feature
  • sgpjesus
  • Opened 
    on Jul 10, 2024
  • #200

dssg/aequitas
Add type checking at major parts of the code

Check typeguard package, to see if it is a good option for most of the code.
Base
Language: Python
New Feature
  • sgpjesus
  • Opened 
    on Jul 10, 2024
  • #199

dssg/aequitas
Attribute Error ap.disparity

  • camyaheltonthomas
  • Opened 
    on Jul 10, 2024
  • #198

dssg/aequitas
Inconsistent column name for target variable

In README it is mentioned to rename the target variable column to label in order to perform the bias audit. However, in Group() the name for this column is expected to be label_value (as is it mentioned ...
Base
Bug
Documentation
Good First Issue
  • IoanaSil14
  • 1
  • Opened 
    on Jul 8, 2024
  • #197

dssg/aequitas
Update Pass / Fail Labels

When discussing this package with health systems, I have heard feedback that given the upcoming OCR 1157 changes, the pass / fail language is too strong and makes them feel like they need to report to ...
  • firste
  • Opened 
    on Jul 2, 2024
  • #196
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