This commit is contained in:
Mann Patel
2025-03-23 20:16:19 -06:00
parent ee6df0f674
commit 148fe95a11
6 changed files with 11 additions and 56 deletions

View File

@@ -1,43 +0,0 @@
package main
import (
"fmt"
"math"
)
func cosine(x, y []int) float64 {
var dotProduct, normX, normY float64
for i := 1; i < len(x); i++ {
dotProduct += float64(x[i] * y[i])
normX += float64(x[i] * x[i])
normY += float64(y[i] * y[i])
}
return dotProduct / (math.Sqrt(normX) * math.Sqrt(normY))
}
func main() {
history := [][]int{
{1, 0, 1, 0},
{0, 1, 0, 1},
{1, 0, 1, 1},
}
productCategory := [][]int{
{1, 1, 0, 0},
{0, 0, 0, 1},
{0, 0, 1, 0},
{0, 0, 1, 1},
{0, 1, 0, 0},
{0, 1, 1, 1},
{1, 1, 1, 0},
{0, 0, 0, 1},
{1, 1, 1, 1},
}
// Calculate similarity between first search and each product
for i, product := range productCategory {
sim := cosine(history[0], product)
fmt.Printf("Similarity with product %d: %f\n", i, sim)
}
}

View File

@@ -5,7 +5,6 @@ const pool = mysql.createPool({
host: "localhost",
user: "root",
database: "marketplace",
password: "12345678",
});
//Export a promise for promise-based query