Statistics
Provides generator functions related to statistical random distributions.
Nested types and modules
Functions and values
| Function or value | Description |
bernoulli probability
Signature: probability:float -> GeneratorFunction<int>
|
Returns a random number distributed Bernoulli. |
beta (alpha, beta)
Signature: (alpha:float * beta:float) -> GeneratorFunction<float>
|
Returns a random number distributed beta. |
binomial (n, probability)
Signature: (n:int * probability:float) -> GeneratorFunction<int>
|
Returns a random number distributed binomially. |
cauchy (location, scale)
Signature: (location:float * scale:float) -> GeneratorFunction<float>
|
Returns a random number distributed Cauchy. |
chisquare degreeOfFreedom
Signature: degreeOfFreedom:int -> GeneratorFunction<float>
|
Returns a random number distributed chi-square. |
dirichlet alpha
Signature: alpha:float list -> GeneratorFunction<float list>
|
Returns a random number distributed Dirichlet. |
exponential rate
Signature: rate:float -> GeneratorFunction<float>
|
Returns a random number distributed exponentially. |
gamma (shape, scale)
Signature: (shape:float * scale:float) -> GeneratorFunction<float>
|
Returns a random number distributed gamma. |
geometric0 probability
Signature: probability:float -> GeneratorFunction<int>
|
Returns a random number distributed geometcally on {0, 1, 2, ...}. |
geometric1 probability
Signature: probability:float -> GeneratorFunction<int>
|
Returns a random number distributed geometcally on {1, 2, 3, ...}. |
gumbel (location, scale)
Signature: (location:float * scale:float) -> GeneratorFunction<float>
|
Returns a random number distributed Gumbel. |
lognormal (mu, sigma)
Signature: (mu:float * sigma:float) -> GeneratorFunction<float>
|
Returns a random number distributed log-normally. |
loguniform (min, max)
Signature: (min:float * max:float) -> GeneratorFunction<float>
|
Returns a random number distributed log-uniformly in the range of [, ]. |
mix distributions
Signature: distributions:(GeneratorFunction<'a> * float) list -> GeneratorFunction<'a>
Type parameters: 'a |
Returns a mixted distribution. |
multinomial (n, weight)
Signature: (n:int * weight:float list) -> GeneratorFunction<int list>
|
Returns a random number distributed multinomially. |
multinormal (mu, sigma)
Signature: (mu:float [] * sigma:float [,]) -> GeneratorFunction<float []>
|
Returns a random vector distributed multinormally. |
negativeBinomial (r, probability)
Signature: (r:float * probability:float) -> GeneratorFunction<int>
|
Returns a random number distributed negative binomially. |
normal (mean, standardDeviation)
Signature: (mean:float * standardDeviation:float) -> GeneratorFunction<float>
|
Returns a random number distributed normally. |
poisson lambda
Signature: lambda:float -> GeneratorFunction<int>
|
Returns a random number distributed Poisson. |
studentT degreeOfFreedom
Signature: degreeOfFreedom:int -> GeneratorFunction<float>
|
Returns a random number distributed Student-t. |
t degreeOfFreedom
Signature: degreeOfFreedom:int -> GeneratorFunction<float>
|
Returns a random number distributed Student-t. |
triangular (min, max, mode)
Signature: (min:float * max:float * mode:float) -> GeneratorFunction<float>
|
Returns a random number distributed triangular. |
uniform (min, max)
Signature: (min:float * max:float) -> GeneratorFunction<float>
|
Returns a random number distributed uniformly in the range of [, ]. |
uniformDiscrete (min, max)
Signature: (min:int * max:int) -> GeneratorFunction<int>
|
Returns a random number distributed uniformly. |
vonMises (direction, concentration)
Signature: (direction:float * concentration:float) -> GeneratorFunction<float>
|
Returns a random number distributed von Mises. |
weibull (shape, scale)
Signature: (shape:float * scale:float) -> GeneratorFunction<float>
|
Returns a random number distributed Weibull. |
wishart (degreeOfFreedom, sigma)
Signature: (degreeOfFreedom:int * sigma:float [,]) -> GeneratorFunction<float [,]>
|
Returns a random matrix distributed Wishart. |
