ethical-algorithm-tester/src/fairness/fairnessChecker.js

The **`ethical-algorithm-tester`** package provides tools for analyzing bias, fairness, transparency, and accountability in algorithmic decision-making. This package is useful for developers and data scientists who want to ensure that their algorithms ope

// src/fairness/fairnessChecker.js
function demographicParity(data, attribute, score) {
    const results = {};
    data.forEach(entry => {
        const key = entry[attribute];
        if (!results[key]) {
            results[key] = [];
        }
        results[key].push(entry[score]);
    });
    // Add logic to compute demographic parity
    return results;
}

module.exports = { demographicParity };