exponentialutilities.jl
Fast and differentiable implementations of matrix exponentials, Krylov exponential matrix-vector multiplications ("expmv"), KIOPS, ExpoKit functions, and more. All your exponential needs in SciML form.
@stdlib/random-base-exponential
Exponentially distributed pseudorandom numbers.
@stdlib/random-base-laplace
Laplace (double exponential) distributed pseudorandom numbers.
@stdlib/stats-base-dists-exponential-cdf
Exponential distribution cumulative distribution function (CDF).
@stdlib/stats-base-dists-exponential-variance
Exponential distribution variance.
@stdlib/stats-base-dists-exponential-pdf
Exponential distribution probability density function (PDF).
stats-base-dists-exponential-logpdf
Natural logarithm of the probability density function (PDF) for an exponential distribution.
@stdlib/stats-base-dists-exponential-ctor
Exponential distribution constructor.
@stdlib/stats-base-dists-exponential-quantile
Exponential distribution quantile function.
@stdlib/stats-base-dists-exponential-entropy
Exponential distribution differential entropy.
@stdlib/stats-base-dists-exponential-skewness
Exponential distribution skewness.
@stdlib/stats-base-dists-exponential-stdev
Exponential distribution standard deviation.
@stdlib/stats-base-dists-exponential-mgf
Exponential distribution moment-generating function (MGF).
@stdlib/stats-base-dists-exponential-kurtosis
Exponential distribution excess kurtosis.
@stdlib/stats-base-dists-exponential-mean
Exponential distribution expected value.
@stdlib/stats-base-dists-exponential-logcdf
Natural logarithm of the cumulative distribution function (CDF) for an exponential distribution.
@stdlib/stats-incr-ewmean
Compute an exponentially weighted mean incrementally.
@stdlib/stats-incr-ewstdev
Compute an exponentially weighted standard deviation incrementally.
@stdlib/stats-incr-ewvariance
Compute an exponentially weighted variance incrementally.
@stdlib/simulate-iter-awln
Create an iterator which introduces additive white Laplacian noise.
@stdlib/random-streams-exponential
Create a readable stream for generating pseudorandom numbers drawn from an exponential distribution.
@stdlib/random-iter-exponential
Create an iterator for generating pseudorandom numbers drawn from an exponential distribution.
@stdlib/math-iter-special-expm1
Create an iterator which computes `exp(x) - 1` for each iterated value.
@stdlib/math-iter-special-pow
Create an iterator which evaluates the exponential function.
@stdlib/random-streams-laplace
Create a readable stream for generating pseudorandom numbers drawn from a Laplace (double exponential) distribution.
@stdlib/random-iter-laplace
Create an iterator for generating pseudorandom numbers drawn from a Laplace distribution.
@stdlib/math-iter-special-exp10
Create an iterator which evaluates the base 10 exponential function for each iterated value.
@stdlib/math-iter-special-exp
Create an iterator which evaluates the natural exponential function for each iterated value.
@stdlib/random-strided-exponential
Fill a strided array with pseudorandom numbers drawn from an exponential distribution.
@stdlib/random-array-exponential
Create an array containing pseudorandom numbers drawn from an exponential distribution.
@stdlib/random-array-laplace
Create an array containing pseudorandom numbers drawn from a Laplace (double exponential) distribution.
random-exponential
Generate pseudorandom numbers drawn from an exponential distribution.