ContinuousDistribution

A probability distribution for continuous values.

Attributes

• mode

  Most likely value.

• n_samples

  The number of observed samples.

Methods

cdf

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

Parameters

• x

pdf

Probability density function, i.e. P(x <= X < x+dx) / dx.

Parameters

• x

revert

Reverts the parameters of the distribution for a given observation.

Parameters

• x

update

Updates the parameters of the distribution given a new observation.

Parameters

• x