ai.dragonfly.math.stats.probability.distributions
Members list
Packages
Type members
Classlikes
object Beta
Attributes
- Companion
- class
- Source
- Beta.scala
- Supertypes
- Self type
-
Beta.type
case class Beta(α: Double, β: Double, min: Double, MAX: Double) extends ParametricProbabilityDistribution[Double]
Attributes
- Companion
- object
- Source
- Beta.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait ParametricProbabilityDistribution[Double]trait ProbabilityDistribution[Double]trait Sampleable[Double]class Objecttrait Matchableclass AnyShow all
object Binomial
Attributes
- Companion
- class
- Source
- Binomial.scala
- Supertypes
- Self type
-
Binomial.type
case class Binomial(n: Long, P: Double) extends ParametricProbabilityDistribution[Long]
Binomial Distribution: https://en.wikipedia.org/wiki/Binomial_distribution
Binomial Distribution: https://en.wikipedia.org/wiki/Binomial_distribution
Value parameters
- P
-
probability of a successful outcome on any single trial.
- n
-
number of trials in process or experiment with two possible outcomes, i.e. a boolean valued random function.
Attributes
- Companion
- object
- Source
- Binomial.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait ParametricProbabilityDistribution[Long]trait ProbabilityDistribution[Long]trait Sampleable[Long]class Objecttrait Matchableclass AnyShow all
object DiscreteUniform
Attributes
- Companion
- class
- Source
- DiscreteUniform.scala
- Supertypes
- Self type
-
DiscreteUniform.type
case class DiscreteUniform(interval: Interval[Long]) extends ParametricProbabilityDistribution[Long]
Attributes
- Companion
- object
- Source
- DiscreteUniform.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait ParametricProbabilityDistribution[Long]trait ProbabilityDistribution[Long]trait Sampleable[Long]class Objecttrait Matchableclass AnyShow all
case class EstimatedBeta(idealized: Beta, ℕ: Double) extends EstimatedProbabilityDistribution[Double, Beta]
Attributes
- Source
- Beta.scala
- Supertypes
case class EstimatedBinomial(interval: Interval[Long], idealized: Binomial, ℕ: Long) extends EstimatedProbabilityDistribution[Long, Binomial]
Attributes
- Source
- Binomial.scala
- Supertypes
case class EstimatedDiscreteUniform(interval: Interval[Long], idealized: DiscreteUniform, ℕ: Long) extends EstimatedProbabilityDistribution[Long, DiscreteUniform]
Attributes
- Source
- DiscreteUniform.scala
- Supertypes
case class EstimatedGaussian(interval: Interval[Double], idealized: Gaussian, ℕ: Double) extends EstimatedProbabilityDistribution[Double, Gaussian]
Attributes
- Source
- Gaussian.scala
- Supertypes
case class EstimatedLogNormal(interval: Interval[Double], idealized: LogNormal, ℕ: Double) extends EstimatedProbabilityDistribution[Double, LogNormal]
Attributes
- Source
- LogNormal.scala
- Supertypes
case class EstimatedPERT(idealized: PERT, ℕ: Double) extends EstimatedProbabilityDistribution[Double, PERT]
Attributes
- Source
- PERT.scala
- Supertypes
case class EstimatedPoisson(interval: Interval[Long], idealized: Poisson, ℕ: Long) extends EstimatedProbabilityDistribution[Long, Poisson]
Attributes
- Source
- Poisson.scala
- Supertypes
Attributes
- Source
- EstimatedProbabilityDistribution.scala
- Supertypes
- Known subtypes
-
class EstimatedBetaclass EstimatedBinomialclass EstimatedDiscreteUniformclass EstimatedGaussianclass EstimatedLogNormalclass EstimatedPERTclass EstimatedPoissonclass EstimatedUniformShow all
case class EstimatedUniform(idealized: Uniform, ℕ: Double) extends EstimatedProbabilityDistribution[Double, Uniform]
Attributes
- Source
- Uniform.scala
- Supertypes
object Gaussian
Attributes
- Companion
- class
- Source
- Gaussian.scala
- Supertypes
- Self type
-
Gaussian.type
case class Gaussian(μ: Double, σ²: Double) extends ParametricProbabilityDistribution[Double]
Attributes
- Companion
- object
- Source
- Gaussian.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait ParametricProbabilityDistribution[Double]trait ProbabilityDistribution[Double]trait Sampleable[Double]class Objecttrait Matchableclass AnyShow all
object LogNormal
Attributes
- Companion
- class
- Source
- LogNormal.scala
- Supertypes
- Self type
-
LogNormal.type
case class LogNormal(μ: Double, σ²: Double) extends ParametricProbabilityDistribution[Double]
Attributes
- Companion
- object
- Source
- LogNormal.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait ParametricProbabilityDistribution[Double]trait ProbabilityDistribution[Double]trait Sampleable[Double]class Objecttrait Matchableclass AnyShow all
object PERT
Attributes
- Companion
- class
- Source
- PERT.scala
- Supertypes
- Self type
-
PERT.type
case class PERT(boundedMean: BoundedMean[Double]) extends ParametricProbabilityDistribution[Double]
Attributes
- Companion
- object
- Source
- PERT.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait ParametricProbabilityDistribution[Double]trait ProbabilityDistribution[Double]trait Sampleable[Double]class Objecttrait Matchableclass AnyShow all
trait ParametricProbabilityDistribution[DOMAIN] extends ProbabilityDistribution[DOMAIN]
Attributes
- Source
- ProbabilityDistribution.scala
- Supertypes
-
trait ProbabilityDistribution[DOMAIN]trait Sampleable[DOMAIN]class Objecttrait Matchableclass Any
- Known subtypes
object Poisson
Attributes
- Companion
- class
- Source
- Poisson.scala
- Supertypes
- Self type
-
Poisson.type
case class Poisson(λ: Double) extends ParametricProbabilityDistribution[Long]
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Attributes
- Companion
- object
- Source
- Poisson.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait ParametricProbabilityDistribution[Long]trait ProbabilityDistribution[Long]trait Sampleable[Long]class Objecttrait Matchableclass AnyShow all
trait ProbabilityDistribution[DOMAIN] extends Sampleable[DOMAIN]
Attributes
- Source
- ProbabilityDistribution.scala
- Supertypes
- Known subtypes
-
trait ParametricProbabilityDistribution[DOMAIN]class Betaclass Binomialclass DiscreteUniformclass Gaussianclass LogNormalclass PERTclass Poissonclass UniformShow all
Attributes
- Source
- Sampleable.scala
- Supertypes
- Known subtypes
-
class Tetrahedronclass Interval[DOMAIN]trait ProbabilityDistribution[DOMAIN]trait ParametricProbabilityDistribution[DOMAIN]class Betaclass Binomialclass DiscreteUniformclass Gaussianclass LogNormalclass PERTclass Poissonclass Uniformclass UnivariateGenerativeModel[T]Show all
object Uniform
Attributes
- Companion
- class
- Source
- Uniform.scala
- Supertypes
- Self type
-
Uniform.type
case class Uniform(interval: Interval[Double]) extends ParametricProbabilityDistribution[Double]
Attributes
- Companion
- object
- Source
- Uniform.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait ParametricProbabilityDistribution[Double]trait ProbabilityDistribution[Double]trait Sampleable[Double]class Objecttrait Matchableclass AnyShow all
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