项目作者: mlohaus

项目描述 :
Binary classification algorithm under fairness considerations.
高级语言: Python
项目地址: git://github.com/mlohaus/SearchFair.git
创建时间: 2020-06-07T16:05:49Z
项目社区:https://github.com/mlohaus/SearchFair

开源协议:GNU General Public License v3.0

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SearchFair

Citing SearchFair

If you use this software please cite the following publication:

  1. @inproceedings{lohaus2020,
  2. title={Too Relaxed to Be Fair},
  3. author={Lohaus, Michael and Perrot, Micha{\"e}l and von Luxburg, Ulrike},
  4. booktitle={International Conference on Machine Learning},
  5. year={2020}
  6. }

Installation

You can install SearchFair by cloning the repository and running the setup file:

  1. git clone https://github.com/mlohaus/SearchFair.git
  2. cd SearchFair
  3. python setup.py install

Examples

We provide the following two examples on real data and toy data.