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paper-manager/backend/utils/cosimi.go
2023-03-22 20:54:54 +08:00

20 lines
451 B
Go

// edit from https://github.com/kabychow/go-cosinesimilarity
package utils
import "math"
// Similarity len(x) must eq len(y)
func Similarity(x, y []uint8) float64 {
var sum, s1, s2 uint64
for i := 0; i < len(x); i++ {
sum += uint64(x[i]) * uint64(y[i])
s1 += uint64(x[i]) * uint64(x[i])
s2 += uint64(y[i]) * uint64(y[i])
}
if s1 == 0 || s2 == 0 {
return 0.0
}
return float64(sum) / (math.Sqrt(float64(s1)) * math.Sqrt(float64(s2)))
}