Skip to main content

Investigate fairness scores of subgroups.

Project description

SymphonyFairVis

A component that can compare subgroups of data across different metrics, originally introduced to address machine learning fairness problems. The component is based on the ClassificationSpec, but requires as additional arguments:

  • prediction_column
  • label_column

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

symphony_fairvis-1.0.0.tar.gz (2.1 MB view hashes)

Uploaded Source

Built Distribution

symphony_fairvis-1.0.0-py2.py3-none-any.whl (2.6 MB view hashes)

Uploaded Python 2 Python 3

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page