mirror of
https://github.com/muesli/kmeans.git
synced 2025-10-05 07:36:51 +08:00
31 lines
616 B
Go
31 lines
616 B
Go
package main
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import (
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"fmt"
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"github.com/muesli/kmeans"
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)
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func main() {
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// set up "random" data points (float64 values between 0.0 and 1.0)
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km := kmeans.New()
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var d kmeans.Points
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for x := 0; x < 255; x += 4 {
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for y := 0; y < 255; y += 4 {
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d = append(d, kmeans.Point{
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float64(x) / 255.0,
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float64(y) / 255.0,
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})
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}
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}
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fmt.Printf("%d data points\n", len(d))
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// Partition the data points into 4 clusters
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clusters, _ := km.Partition(d, 4)
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for i, c := range clusters {
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fmt.Printf("Cluster: %d\n", i)
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fmt.Printf("Centered at x: %.2f y: %.2f\n", c.Center[0]*255.0, c.Center[1]*255.0)
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}
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}
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