ml-distance
Version:
Distance and similarity functions to compare vectors
14 lines • 405 B
JavaScript
import mean from 'ml-array-mean';
import cosine from './cosine';
export default function pearson(a, b) {
let avgA = mean(a);
let avgB = mean(b);
let newA = new Array(a.length);
let newB = new Array(b.length);
for (let i = 0; i < newA.length; i++) {
newA[i] = a[i] - avgA;
newB[i] = b[i] - avgB;
}
return cosine(newA, newB);
}
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