axamon/ramses

package main

import (
    "fmt"
    "os"
    "strconv"

    "github.com/lytics/anomalyzer"
)

func main() {
    conf := &anomalyzer.AnomalyzerConf{
        Sensitivity: 0.1,
        UpperBound:  9,
        LowerBound:  1, // ignore the lower bound
        ActiveSize:  4,
        //Delay:       true,
        NSeasons: 4,
        Methods:  []string{"diff", "fence", "highrank", "lowrank", "magnitude", "cdf", "ks"},
    }

    // initialize with empty data or an actual slice of floats
    data := []float64{0.1, 2.05, 1.5, 2.5, 2.6, 2.55, 3, 3, 3, 3, 3, 3, 3, 3, 3}

    anom, _ := anomalyzer.NewAnomalyzer(conf, data)

    // the push method automatically triggers a recalcuation of the
    // anomaly probability.  The recalculation can also be triggered
    // by a call to the Eval method.

    num, _ := strconv.Atoi(os.Args[1])
    prob := anom.Push(float64(num))
    fmt.Printf("Anomalous Probability: %2.2f\n", prob)
}