Package | Description |
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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 |
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Distribution
Statistical distributions, with their common functions.
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Class and Description |
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Distribution
Statistical distributions, with their common functions.
|
Class and Description |
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Distribution
Statistical distributions, with their common functions.
|
Class and Description |
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Distribution
Statistical distributions, with their common functions.
|
Class and Description |
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ExponentialDistribution
Exponential distribution.
|
Class and Description |
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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
Chi-Squared distribution (a specialization of the Gamma distribution).
|
ConstantDistribution
Pseudo distribution, that has a unique constant value.
|
Distribution
Statistical distributions, with their common functions.
|
ExpGammaDistribution
Exp-Gamma 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 Fisher–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 Log-Weibull distribution.
|
HaltonUniformDistribution
Halton sequences are a pseudo-uniform distribution.
|
InverseGaussianDistribution
Inverse Gaussian distribution aka Wald distribution.
|
KappaDistribution
Kappa distribution, by Hosking.
|
LaplaceDistribution
Laplace distribution also known as double exponential distribution
|
LogGammaDistribution
Log-Gamma Distribution, with random generation and density functions.
|
LogisticDistribution
Logistic distribution.
|
LogLogisticDistribution
Log-Logistic distribution also known as Fisk distribution.
|
LogNormalDistribution
Log-Normal 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 |
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CauchyDistribution
Cauchy distribution.
|
Distribution
Statistical distributions, with their common functions.
|
ExpGammaDistribution
Exp-Gamma 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 Fisher–Tippett
distribution.
|
GeneralizedLogisticAlternateDistribution
Generalized logistic distribution.
|
GeneralizedParetoDistribution
Generalized Pareto Distribution (GPD), popular for modeling long tail
distributions.
|
GumbelDistribution
Gumbel distribution, also known as Log-Weibull distribution.
|
InverseGaussianDistribution
Inverse Gaussian distribution aka Wald distribution.
|
LaplaceDistribution
Laplace distribution also known as double exponential distribution
|
LogGammaDistribution
Log-Gamma Distribution, with random generation and density functions.
|
LogisticDistribution
Logistic distribution.
|
LogLogisticDistribution
Log-Logistic distribution also known as Fisk distribution.
|
LogNormalDistribution
Log-Normal 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 |
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Distribution
Statistical distributions, with their common functions.
|
Class and Description |
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Distribution
Statistical distributions, with their common functions.
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Copyright © 2019 ELKI Development Team. License information.