clustering

package

v3.0.0 Latest Latest Go to latest Published: Oct 11, 2026 License: MIT Imports: 3 Imported by: 0

Details

View Source

const (
	Noise = 0
)

This section is empty.

func DBSCAN(data []Point, eps float64, minPts int) []int

func Hierarchical(data []Point, k int, linkage Linkage) []int

func RegisterClusteringPreload(v *vm.VM)

type KMeansResult struct {
	Centers     []Point
	Assignments []int
	Iterations  int
}

func KMeans(data []Point, k, maxIter int, delta float64, rng *rand.Rand) KMeansResult

type Linkage int

const (
	SingleLinkage Linkage = iota
	CompleteLinkage
	AverageLinkage
)

func ParseLinkage(s string) Linkage

type MeanShiftResult struct {
	Centers     []Point
	Assignments []int
	Iterations  int
}

func MeanShift(data []Point, bandwidth float64, maxIter int) MeanShiftResult

type Point struct {
	Entry []float64
}