automaton-optimization.randomness.impl.distribution.kixi-stats — org.clojars.hephaistox/automaton-optimization 2.1.0-2-la

Proxy for kixi-stats distributions.

See the github repo.

make-bernoulli clj/s

(make-bernoulli p)

Returns a Bernoulli distribution. {:p ∈ [0 1]}.

make-beta clj/s

(make-beta alpha beta)

Returns a beta distribution. {:alpha ∈ ℝ > 0, :beta ∈ ℝ > 0}.

make-beta-binomial clj/s

(make-beta-binomial n alpha beta)

Returns a beta distribution. {:n ∈ ℕ > 0, :alpha ∈ ℝ > 0, :beta ∈ ℝ > 0}.

make-binomial clj/s

(make-binomial n p)

Return a binomial distribution. {:n ∈ ℕ, :p ∈ [0 1]}.

make-categorical clj/s

(make-categorical category-probabilities)

Returns a categorical distribution. {[category] [probability], ...} Probabilities should be >= 0 and sum to 1.

make-cauchy clj/s

(make-cauchy location scale)

Returns a Cauchy distribution. {:location ∈ ℝ, :scale ∈ ℝ > 0}.

make-chi-squared clj/s

(make-chi-squared k)

Returns a chi-squared distribution. {:k ∈ ℕ > 0}.

make-dirichlet clj/s

(make-dirichlet alphas)

Returns a Dirichlet distribution. {:alphas [ℝ >= 0, ...]}.

make-dirichlet-multinomial clj/s

(make-dirichlet-multinomial n alphas)

Returns a Dirichlet-multinomial distribution. {:n ∈ ℕ, :alphas [ℝ >= 0, ...]}.

make-exponential clj/s

(make-exponential rate)

Returns an exponential distribution. {:rate ∈ ℝ > 0}.

make-f clj/s

(make-f d1 d2)

Returns an F distribution. {:d1 ∈ ℝ > 0, :d2 ∈ ℝ > 0}.

make-gamma-rate clj/s

(make-gamma-rate shape rate)

Returns a gamma distribution. {:shape ∈ ℝ > 0, :rate ∈ ℝ > 0}.

make-gamma-scale clj/s

(make-gamma-scale shape scale)

Returns a gamma distribution. {:shape ∈ ℝ > 0, :scale ∈ ℝ > 0}.

make-log-normal clj/s

(make-log-normal location scale)

Returns a Log-normal distribution. The parameters are the log of the mean and sd of this distribution. {:location ∈ ℝ, :scale ∈ ℝ > 0}.

make-multinomial clj/s

(make-multinomial n probs)

Returns a multinomial distribution. {:n ∈ ℕ > 0, :probs [ℝ >= 0, ...]} Probabilities should be >= 0 and sum to 1.

make-normal clj/s

(make-normal location scale)

Returns a normal distribution. {:location ∈ ℝ, :scale ∈ ℝ > 0}.

make-pareto clj/s

(make-pareto scale shape)

Returns a Pareto distribution. {:scale ∈ ℝ > 0, :shape ∈ ℝ > 0}.

make-poisson clj/s

(make-poisson lambda)

Returns a Poisson distribution. {:lambda ∈ ℝ > 0}.

make-t clj/s

(make-t v)

Returns a t distribution. {:v ∈ ℝ > 0}.

make-uniform clj/s

(make-uniform a b)

Returns a uniform distribution. {:a ∈ ℝ, :b ∈ ℝ, :a < :b}.

make-weibull clj/s

(make-weibull scale shape)

Returns a weibull distribution. {:shape ∈ ℝ >= 0, :scale ∈ ℝ >= 0}.