DiscretizationSpec

class DiscretizationSpec

Bases: NamedTuple

Specifies the discretization method and number of bins for a variable.

method

The discretization method to use. Defaults to DiscretizationMethod.Uniform.

Type:

DiscretizationMethod

num_bins

The number of bins to divide the variable into. Defaults to 11.

Type:

int

Methods

__init__

count

Return number of occurrences of value.

index

Return first index of value.

Attributes

method

Alias for field number 0

num_bins

Alias for field number 1

__add__(value, /)

Return self+value.

__class_getitem__()

See PEP 585

__contains__(key, /)

Return key in self.

__eq__(value, /)

Return self==value.

__ge__(value, /)

Return self>=value.

__getattribute__(name, /)

Return getattr(self, name).

__getitem__(key, /)

Return self[key].

__getnewargs__()

Return self as a plain tuple. Used by copy and pickle.

__gt__(value, /)

Return self>value.

__hash__()

Return hash(self).

__iter__()

Implement iter(self).

__le__(value, /)

Return self<=value.

__len__()

Return len(self).

__lt__(value, /)

Return self<value.

__mul__(value, /)

Return self*value.

__ne__(value, /)

Return self!=value.

__repr__()

Return a nicely formatted representation string

__rmul__(value, /)

Return value*self.

count(value, /)

Return number of occurrences of value.

index(value, start=0, stop=9223372036854775807, /)

Return first index of value.

Raises ValueError if the value is not present.

__match_args__ = ('method', 'num_bins')
__orig_bases__ = (<function NamedTuple>,)
__slots__ = ()
method: DiscretizationMethod

Alias for field number 0

num_bins: int

Alias for field number 1