fairical.scripts.solve

Solver CLI for demographically fair machine learning systems.

This module defines the solve command, which loads one or more system score output files in JSON format, validates them against a predefined data model, and computes fairness-related indicators such as accuracy and equalized odds. It outputs JSON files containing solutions (or operating-modes) following the chosen metrics space, and thresholds.

Input files must conform to a structured data model including scores, ground-truth labels, and protected attributes. The CLI provides options to customize metrics, and select thresholds.