MultidimensionalDistribution

class abtem.distributions.MultidimensionalDistribution(distributions)

Bases: BaseDistribution

A multidimensional distribution composed of multiple lower-dimensional distributions.

Parameters:

distributions (list of BaseDistribution) – The lower-dimensional distributions composed into a higher-dimensional distribution.

__init__(distributions)

Methods

__init__(distributions)
copy()	Make a copy.
divide(chunks[, lazy])	Divide the distribution into chunks.

Attributes

dimensions	The number of dimensions in the distribution.
distributions	The lower dimensional distributions making up this distribution.
ensemble_mean	Calculate the mean of the ensemble.
shape	The shape of the distribution parameters.
values	Scalar values representing the distribution.
weights	Weight of each of distribution value.

copy()

Make a copy.

property dimensions

The number of dimensions in the distribution.

property distributions

The lower dimensional distributions making up this distribution.

divide(chunks, lazy=True)

Divide the distribution into chunks.

property ensemble_mean

Calculate the mean of the ensemble.

property shape

The shape of the distribution parameters.

property values

Scalar values representing the distribution.

property weights

Weight of each of distribution value.