mxnet.gluon.probability.distributions.pareto

Pareto Distribution.

Classes

Pareto(alpha[, scale, validate_args])

Create a Pareto Type I distribution object.

class mxnet.gluon.probability.distributions.pareto.Pareto(alpha, scale=1.0, validate_args=None)

Bases: TransformedDistribution

Create a Pareto Type I distribution object.

Parameters:

• alpha (Tensor or scalar) – shape parameter of the distribution.

• scale (Tensor or scalar, default 1) – scale parameter of the distribution.

entropy()

Returns entropy of distribution.

property mean

Returns the mean of the distribution.

sample(size=None)

Generates a shape shaped sample.

sample_n(size=None)

Generate samples of (n + parameter_shape) from the distribution.

property support

Returns a function representing the distribution’s support.

property variance

Returns the variance of the distribution.