pflm.smooth.KernelType#

class KernelType(*values)[source][source]#

Bases: Enum

Enum for kernel types used in local regression.

Examples

>>> from pflm.smooth import KernelType
>>> KernelType.EPANECHNIKOV
KernelType.EPANECHNIKOV
>>> KernelType.GAUSSIAN.value
0

BIWEIGHT = 103[source]#

COSINE = 106[source]#

EPANECHNIKOV = 102[source]#

GAUSSIAN = 0[source]#

LOGISTIC = 1[source]#

RECTANGULAR = 100[source]#

SIGMOID = 2[source]#

TRIANGULAR = 101[source]#

TRICUBE = 105[source]#

TRIWEIGHT = 104[source]#

classmethod coerce(value, *, param_name: str = 'kernel')[source][source]#: Return a validated KernelType from an enum member or raw value.