Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

WIP: threshold optimizer with relaxed fairness constraint fulfillment #1248

Draft
wants to merge 13 commits into
base: main
Choose a base branch
from
Draft

WIP: threshold optimizer with relaxed fairness constraint fulfillment #1248

wants to merge 13 commits into from
+2,091 −21

Commits on Jun 28, 2023

  1. Initial commit: bringing code from https://github.com/socialfoundatio… 

    …ns/error-parity
    @AndreFCruz
    AndreFCruz committed Jun 28, 2023
    Configuration menu
    Copy the full SHA
    dd28ead View commit details
    Browse the repository at this point in the history

Commits on Jun 29, 2023

  1. Update fairlearn/postprocessing/_cvxpy_threshold_optimizer.py 

    Co-authored-by: Roman Lutz <romanlutz13@gmail.com>
    @AndreFCruz @romanlutz
    AndreFCruz and romanlutz committed Jun 29, 2023
    Configuration menu
    Copy the full SHA
    67adac7 View commit details
    Browse the repository at this point in the history

  2. addressing PR feedback

    @AndreFCruz
    AndreFCruz committed Jun 29, 2023
    Configuration menu
    Copy the full SHA
    7155e44 View commit details
    Browse the repository at this point in the history

  3. making RelaxedThesholdOptimizer extensible to future constraint imple… 

    …mentations
    @AndreFCruz
    AndreFCruz committed Jun 29, 2023
    Configuration menu
    Copy the full SHA
    2bb9a76 View commit details
    Browse the repository at this point in the history

  4. added cvxpy solutions for TPR,FPR,TNR,FNR constraints

    @AndreFCruz
    AndreFCruz committed Jun 29, 2023
    Configuration menu
    Copy the full SHA
    23f879e View commit details
    Browse the repository at this point in the history

Commits on Jul 4, 2023

  1. code now runs fine

    @AndreFCruz
    AndreFCruz committed Jul 4, 2023
    Configuration menu
    Copy the full SHA
    6009ffe View commit details
    Browse the repository at this point in the history

  2. corrected bug on TPR/FPR parity constraints

    @AndreFCruz
    AndreFCruz committed Jul 4, 2023
    Configuration menu
    Copy the full SHA
    9435885 View commit details
    Browse the repository at this point in the history

Commits on Jul 6, 2023

  1. fixed linting errors

    @AndreFCruz
    AndreFCruz committed Jul 6, 2023
    Configuration menu
    Copy the full SHA
    b6ada3e View commit details
    Browse the repository at this point in the history

  2. added draft example for relaxed thresholding

    @AndreFCruz
    AndreFCruz committed Jul 6, 2023
    Configuration menu
    Copy the full SHA
    942252c View commit details
    Browse the repository at this point in the history

Commits on Jul 7, 2023

  1. updated example

    @AndreFCruz
    AndreFCruz committed Jul 7, 2023
    Configuration menu
    Copy the full SHA
    1a071c2 View commit details
    Browse the repository at this point in the history

  2. added plotting safe-guard

    @AndreFCruz
    AndreFCruz committed Jul 7, 2023
    Configuration menu
    Copy the full SHA
    50e8fde View commit details
    Browse the repository at this point in the history

  3. Relaxed TO now compatible with standard input formats: pandas, numpy,… 

    … etc.
    @AndreFCruz
    AndreFCruz committed Jul 7, 2023
    1 Configuration menu
    Copy the full SHA
    7510e56 View commit details
    Browse the repository at this point in the history

  4. minor bug fix in Relaxed TO example

    @AndreFCruz
    AndreFCruz committed Jul 7, 2023
    Configuration menu
    Copy the full SHA
    f219cea View commit details
    Browse the repository at this point in the history