epymorph.parameter_fitting.distribution

Distribution

Bases: ABC

Abstract base class for the prior/initial distributions for static/dynamic parameter estimation.

rvs abstractmethod

rvs(size: int, random_state: Generator)

Draws independent random variates (aka random deviates, realizations, or samples) from the distribution.

Parameters:

• size (int) –

  Number of random variates to draw.

• random_state (Generator) –

  The random number generator to use.

Uniform

Uniform(a: float, b: float)

Bases: Distribution

Continuous uniform distribution on an interval.

Attributes:

• a (float) –

  The left endpoint of the interval.

• b (float) –

  The right endpoint of the interval.

Parameters:

• a (float) –

  The left endpoint of the the interval.

• b (float) –

  The right endpoint of the the interval.

a instance-attribute

a = a

b instance-attribute

b = b

rvs

rvs(size=1, random_state: Generator | None = None)

Draws from a random continuous uniform distribution on an interval.

Parameters:

• size (int, default: 1 ) –

  Number of random variates to draw.

• random_state (Generator, default: None ) –

  The random number generator to use.