Package  Description 

de.lmu.ifi.dbs.elki.algorithm.clustering.biclustering 
Biclustering algorithms

de.lmu.ifi.dbs.elki.data.synthetic.bymodel 
Generator using a distribution model specified in an XML configuration file
GeneratorXMLSpec is a standalone
application that loads an XML specification file and generates a synthetic
data set according to the specifications given. 
de.lmu.ifi.dbs.elki.datasource.filter.cleaning 
Filters for data cleaning.

de.lmu.ifi.dbs.elki.datasource.filter.normalization.columnwise 
Normalizations operating on columns / variates; where each column is treated independently.

de.lmu.ifi.dbs.elki.datasource.filter.transform 
Data space transformations

de.lmu.ifi.dbs.elki.math.statistics.distribution 
Standard distributions, with random generation functionalities

de.lmu.ifi.dbs.elki.math.statistics.distribution.estimator 
Estimators for statistical distributions.

de.lmu.ifi.dbs.elki.math.statistics.distribution.estimator.meta 
Meta estimators: estimators that do not actually estimate themselves, but instead use other estimators, e.g. on a trimmed data set, or as an ensemble.

de.lmu.ifi.dbs.elki.utilities.scaling.outlier 
Scaling of outlier scores, that require a statistical analysis of the
occurring values

Class and Description 

Distribution
Statistical distributions, with their common functions.

Class and Description 

Distribution
Statistical distributions, with their common functions.

Class and Description 

Distribution
Statistical distributions, with their common functions.

Class and Description 

Distribution
Statistical distributions, with their common functions.

Class and Description 

ExponentialDistribution
Exponential distribution.

Class and Description 

AbstractDistribution
Abstract base class for distributions.

AbstractDistribution.Parameterizer
Parameterization class.

BetaDistribution
Beta Distribution with implementation of the regularized incomplete beta
function

CauchyDistribution
Cauchy distribution.

ChiDistribution
Chi distribution.

ChiSquaredDistribution
ChiSquared distribution (a specialization of the Gamma distribution).

ConstantDistribution
Pseudo distribution, that has a unique constant value.

Distribution
Statistical distributions, with their common functions.

ExpGammaDistribution
ExpGamma Distribution, with random generation and density functions.

ExponentialDistribution
Exponential distribution.

ExponentiallyModifiedGaussianDistribution
Exponentially modified Gaussian (EMG) distribution (ExGaussian distribution)
is a combination of a normal distribution and an exponential distribution.

GammaDistribution
Gamma Distribution, with random generation and density functions.

GeneralizedExtremeValueDistribution
Generalized Extreme Value (GEV) distribution, also known as Fisherâ€“Tippett
distribution.

GeneralizedLogisticAlternateDistribution
Generalized logistic distribution.

GeneralizedLogisticDistribution
Generalized logistic distribution.

GeneralizedParetoDistribution
Generalized Pareto Distribution (GPD), popular for modeling long tail
distributions.

GumbelDistribution
Gumbel distribution, also known as LogWeibull distribution.

HaltonUniformDistribution
Halton sequences are a pseudouniform distribution.

InverseGaussianDistribution
Inverse Gaussian distribution aka Wald distribution.

KappaDistribution
Kappa distribution, by Hosking.

LaplaceDistribution
Laplace distribution also known as double exponential distribution

LogGammaDistribution
LogGamma Distribution, with random generation and density functions.

LogisticDistribution
Logistic distribution.

LogLogisticDistribution
LogLogistic distribution also known as Fisk distribution.

LogNormalDistribution
LogNormal distribution.

NormalDistribution
Gaussian distribution aka normal distribution

PoissonDistribution
INCOMPLETE implementation of the poisson distribution.

RayleighDistribution
Rayleigh distribution, a special case of the Weibull distribution.

SkewGeneralizedNormalDistribution
Generalized normal distribution by adding a skew term, similar to lognormal
distributions.

StudentsTDistribution
Student's t distribution.

UniformDistribution
Uniform distribution.

WeibullDistribution
Weibull distribution.

Class and Description 

CauchyDistribution
Cauchy distribution.

Distribution
Statistical distributions, with their common functions.

ExpGammaDistribution
ExpGamma Distribution, with random generation and density functions.

ExponentialDistribution
Exponential distribution.

ExponentiallyModifiedGaussianDistribution
Exponentially modified Gaussian (EMG) distribution (ExGaussian distribution)
is a combination of a normal distribution and an exponential distribution.

GammaDistribution
Gamma Distribution, with random generation and density functions.

GeneralizedExtremeValueDistribution
Generalized Extreme Value (GEV) distribution, also known as Fisherâ€“Tippett
distribution.

GeneralizedLogisticAlternateDistribution
Generalized logistic distribution.

GeneralizedParetoDistribution
Generalized Pareto Distribution (GPD), popular for modeling long tail
distributions.

GumbelDistribution
Gumbel distribution, also known as LogWeibull distribution.

InverseGaussianDistribution
Inverse Gaussian distribution aka Wald distribution.

LaplaceDistribution
Laplace distribution also known as double exponential distribution

LogGammaDistribution
LogGamma Distribution, with random generation and density functions.

LogisticDistribution
Logistic distribution.

LogLogisticDistribution
LogLogistic distribution also known as Fisk distribution.

LogNormalDistribution
LogNormal distribution.

NormalDistribution
Gaussian distribution aka normal distribution

RayleighDistribution
Rayleigh distribution, a special case of the Weibull distribution.

SkewGeneralizedNormalDistribution
Generalized normal distribution by adding a skew term, similar to lognormal
distributions.

UniformDistribution
Uniform distribution.

WeibullDistribution
Weibull distribution.

Class and Description 

Distribution
Statistical distributions, with their common functions.

Class and Description 

Distribution
Statistical distributions, with their common functions.

Copyright © 2019 ELKI Development Team. License information.