Package | Description |
---|---|
de.lmu.ifi.dbs.elki.data.synthetic.bymodel |
Generator using a distribution model specified in an XML configuration file.
|
de.lmu.ifi.dbs.elki.math.statistics.distribution |
Standard distributions, with random generation functionalities.
|
Modifier and Type | Field and Description |
---|---|
private List<DistributionWithRandom> |
GeneratorSingleCluster.axes
The distribution generators for each axis
|
Modifier and Type | Method and Description |
---|---|
DistributionWithRandom |
GeneratorSingleCluster.getDistribution(int i)
Get distribution along (generator) axis i.
|
Modifier and Type | Method and Description |
---|---|
void |
GeneratorSingleCluster.addGenerator(DistributionWithRandom gen)
Add a new generator to the cluster.
|
Modifier and Type | Class and Description |
---|---|
class |
BetaDistribution
Beta Distribution with implementation of the regularized incomplete beta
function
|
class |
ChiDistribution
Chi distribution.
|
class |
ChiSquaredDistribution
Chi-Squared distribution (a specialization of the Gamma distribution).
|
class |
ConstantDistribution
Pseudo distribution, that has a unique constant value.
|
class |
ExponentialDistribution
Exponential distribution.
|
class |
GammaDistribution
Gamma Distribution, with random generation and density functions.
|
class |
HaltonUniformDistribution
Halton sequences are a pseudo-uniform distribution.
|
class |
NormalDistribution
Gaussian distribution aka normal distribution
|
class |
UniformDistribution
Uniform distribution.
|