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