ContinuousDistribution

A probability distribution for continuous values.

Parameters

• seed (int) – defaults to None

  Random number generator seed for reproducibility.

Attributes

• mode

  The most likely value in the distribution.

• n_samples

  The number of observed samples.

Methods

call

Probability mass/density function.

Parameters

• x (Any)

cdf

Cumulative density function, i.e. P(X <= x).

Parameters

• x (float)

revert

Reverts the parameters of the distribution for a given observation.

Parameters

• x (float)

sample

Sample a random value from the distribution.

update

Updates the parameters of the distribution given a new observation.

Parameters

• x (float)