Class DirichletSampler.GeneralDirichletSampler
- java.lang.Object
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- org.apache.commons.rng.sampling.distribution.DirichletSampler
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- org.apache.commons.rng.sampling.distribution.DirichletSampler.GeneralDirichletSampler
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- All Implemented Interfaces:
ObjectSampler<double[]>
,SharedStateObjectSampler<double[]>
,SharedStateSampler<SharedStateObjectSampler<double[]>>
- Enclosing class:
- DirichletSampler
private static final class DirichletSampler.GeneralDirichletSampler extends DirichletSampler
Sample from a Dirichlet distribution with different concentration parameters for each category.
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Field Summary
Fields Modifier and Type Field Description private SharedStateContinuousSampler[]
samplers
Samplers for each category.
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Constructor Summary
Constructors Constructor Description GeneralDirichletSampler(UniformRandomProvider rng, SharedStateContinuousSampler[] samplers)
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description protected int
getK()
Gets the number of categories.protected double
nextGamma(int i)
Create a gamma sample for the given category.DirichletSampler.GeneralDirichletSampler
withUniformRandomProvider(UniformRandomProvider rng)
Create a new instance of the sampler with the same underlying state using the given uniform random provider as the source of randomness.-
Methods inherited from class org.apache.commons.rng.sampling.distribution.DirichletSampler
of, sample, symmetric, toString
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Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
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Methods inherited from interface org.apache.commons.rng.sampling.ObjectSampler
samples, samples
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Field Detail
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samplers
private final SharedStateContinuousSampler[] samplers
Samplers for each category.
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Constructor Detail
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GeneralDirichletSampler
GeneralDirichletSampler(UniformRandomProvider rng, SharedStateContinuousSampler[] samplers)
- Parameters:
rng
- Generator of uniformly distributed random numbers.samplers
- Samplers for each category.
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Method Detail
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getK
protected int getK()
Description copied from class:DirichletSampler
Gets the number of categories.- Specified by:
getK
in classDirichletSampler
- Returns:
- k
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nextGamma
protected double nextGamma(int i)
Description copied from class:DirichletSampler
Create a gamma sample for the given category.- Specified by:
nextGamma
in classDirichletSampler
- Parameters:
i
- Category.- Returns:
- the sample
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withUniformRandomProvider
public DirichletSampler.GeneralDirichletSampler withUniformRandomProvider(UniformRandomProvider rng)
Description copied from class:DirichletSampler
Create a new instance of the sampler with the same underlying state using the given uniform random provider as the source of randomness.- Specified by:
withUniformRandomProvider
in interfaceSharedStateSampler<SharedStateObjectSampler<double[]>>
- Specified by:
withUniformRandomProvider
in classDirichletSampler
- Parameters:
rng
- Generator of uniformly distributed random numbers.- Returns:
- the sampler
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