lamatrix.distributions

Classes to hold distributions, either of priors or of fit values.

Classes

Distribution(mean[, std])	Special tuple with the ability to "freeze", i.e. set standard deviation to 0.
DistributionsContainer(distributions)	Holds distributions

class lamatrix.distributions.Distribution(mean, std=None)

Bases: tuple

Special tuple with the ability to “freeze”, i.e. set standard deviation to 0.

as_tuple()

Return the distribution as a standard tuple.

count(value, /)

Return number of occurrences of value.

freeze()

Freeze the distribution by setting the standard deviation to 0.

index(value, start=0, stop=sys.maxsize, /)

Return first index of value.

Raises ValueError if the value is not present.

property mean

sample()

property std

thaw()

Unfreeze the distribution to restore the original standard deviation.

class lamatrix.distributions.DistributionsContainer(distributions: List[Tuple])

Bases: object

Holds distributions

freeze()

Freeze all the distributions by setting its standard deviation to 0.

static from_dict(dict)

static from_number(number_of_distributions: int)

Make a set of empty distributions with a given length

get_distributions()

Returns a copy of the distributions.

property mean

sample()

property std

thaw()

Thaw all the distributions by setting its standard deviation back to a value.

to_dict()