Uses of Class
jline.lang.processes.GMM

Packages that use GMM
Package
Description
jline.lang.processes
This package contains processes and statistical distributions used to specify arrival rates, service rates, and item popularities
jline.util
Fundamental data structures and utilities

  • Uses of GMM in jline.lang.processes

    Methods in jline.lang.processes that return GMM
    Modifier and Type
    Method
    Description
    GMM
    GMM.autoMerge(int k)
    Automatically merges components to reduce the GMM to k components.
    GMM
    GMM.convolve(GMM other)
    Creates a new GMM by convolving this GMM with another GMM.
    static GMM
    GMM.fromMatrix(Matrix sgmm)
    Creates a GMM from a simplified matrix representation.
    GMM
    GMM.merge(int i, int j)
    Merges two components into one using moment matching.
    static GMM
    GMM.mixture(GMM gmm1, GMM gmm2, double p1, double p2)
    Creates a mixture of two GMMs with specified weights.
    Methods in jline.lang.processes with parameters of type GMM
    Modifier and Type
    Method
    Description
    GMM
    GMM.convolve(GMM other)
    Creates a new GMM by convolving this GMM with another GMM.
    static GMM
    GMM.mixture(GMM gmm1, GMM gmm2, double p1, double p2)
    Creates a mixture of two GMMs with specified weights.

  • Uses of GMM in jline.util

    Methods in jline.util with parameters of type GMM
    Modifier and Type
    Method
    Description
    static double
    GMMUtils.gmmMax(GMM gmm)
    Calculates the maximum value with high probability (99.999 percentile).
    static double
    GMMUtils.gmmMeanMax(GMM gmm, int k)
    Calculates the mean of the maximum of k independent samples from the GMM.
    static double
    GMMUtils.gmmMeanMin(GMM gmm, int k)
    Calculates the mean of the minimum of k independent samples from the GMM.
    static double
    GMMUtils.gmmMedian(GMM gmm)
    Calculates the median (50th percentile).
    static double
    GMMUtils.gmmMin(GMM gmm)
    Calculates the minimum value with high probability (0.001 percentile).
    static double
    GMMUtils.gmmPercentile(GMM gmm, double p)
    Calculates the specified percentile of the GMM distribution.
    static double
    GMMUtils.gmmVarMax(GMM gmm, int k)
    Calculates the variance of the maximum of k independent samples from the GMM.
    static double
    GMMUtils.gmmVarMin(GMM gmm, int k)
    Calculates the variance of the minimum of k independent samples from the GMM.