classify

package

v0.0.0-...-0c34cbd Latest Latest Go to latest Published: Nov 3, 2020 License: Apache-2.0 Imports: 7 Imported by: 0

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const (
	CSV = DataFormat("csv")
)

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const (
	KMeans = AlgorithmType("kmeans")
)

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const (
	KMeansDefaultRound = 30
)

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func OutputResult(data [][]float32, output io.Writer, precision int) error

type Algorithm interface {
	Run(data [][]float32, numClass int, context interface{}) (centers [][]float32, class []int)
}

聚类算法接口

func GetAlgorithm(algorithmType AlgorithmType) Algorithm

type AlgorithmType string

type DataFileLoader interface {
	Load(fin io.Reader, removeColumn []int) ([][]float32, error)
}

func NewDataLoader(format DataFormat) DataFileLoader

type DataFormat string

type KMeansContext struct {
	Round int
}