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kmeans

package module

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Versions in this module

v1

v1.0.0

Nov 3, 2019

v0

v0.1.5

Nov 4, 2019

v0.1.4

Nov 4, 2019

Changes in this version

type KMeans

+ Centroids []Point

+ K int

+ Labels []int

+ MaxIter int

+ Points []Point

+ func (kmeans *KMeans) ComputeClosestCentroidIdx(point Point) int

v0.1.3

Nov 3, 2019

v0.1.2

Nov 3, 2019

Changes in this version

+ func LabelCount(labels []int, k int) []int

type KMeans

+ func (kmeans *KMeans) AddPoint(point Point)

+ func (kmeans *KMeans) AddPointList(points []Point)

+ func (kmeans *KMeans) CentroidsToString() string

+ func (kmeans *KMeans) ComputeLabels() []int

+ func (kmeans *KMeans) ComputeSSE() float64

+ func (kmeans *KMeans) Fit(pointList []Point) bool

+ func (kmeans *KMeans) GetPointIdxOfCentroid(centroidIdx int) []int

+ func (kmeans *KMeans) InitCentroids() bool

+ func (kmeans *KMeans) LabelCount() []int

+ func (kmeans *KMeans) LabelsToString() string

+ func (kmeans *KMeans) PointsToString() string

type Point

+ func ComputeCentroids(pointList []Point, distIndex []int, k int) []Point

+ func (point Point) Norm() float64

+ func (point Point) PointDist(p2 Point) float64

+ func (point Point) PointEqual(p2 Point) bool

+ func (point Point) Print()

+ func (point Point) Subtract(p2 Point) Point

v0.1.1

Nov 3, 2019

Changes in this version

+ type KMeans struct

+ type Point []float64