Class ELM

• Defined in File BF_Py.py

Inheritance Relationships

Base Type

• public tfc.utils.BF.BF_Py.BasisFunc (Class BasisFunc)

Derived Types

• public tfc.utils.BF.BF_Py.ELMReLU (Class ELMReLU)

• public tfc.utils.BF.BF_Py.ELMSigmoid (Class ELMSigmoid)

• public tfc.utils.BF.BF_Py.ELMSin (Class ELMSin)

• public tfc.utils.BF.BF_Py.ELMSwish (Class ELMSwish)

• public tfc.utils.BF.BF_Py.ELMTanh (Class ELMTanh)

Class Documentation

tfc.utils.BF.BF_Py.ELM : public tfc.utils.BF.BF_Py.BasisFunc

Extreme learning machine abstract basis class.

Subclassed by tfc.utils.BF.BF_Py.ELMReLU, tfc.utils.BF.BF_Py.ELMSigmoid, tfc.utils.BF.BF_Py.ELMSin, tfc.utils.BF.BF_Py.ELMSwish, tfc.utils.BF.BF_Py.ELMTanh

Public Functions

__init__(self, Number x0, Number xf, npt.NDArray nC, uint m)

Initialize the basis class.

Parameters
----------
x0 : Number
    Start of the problem domain.
xf : Number
    End of the problem domain.
nC : npt.NDArray
    Basis functions to be removed
m : uint
    Number of basis functions.

w(self)

Weights of the ELM

Returns
-------
NDArray
    Weights of the ELM.

b(self)

Biases of the ELM

Returns
-------
NDArray
    Biases of the ELM.

w(self, npt.NDArray val)

Weights of the ELM.

Parameters
----------
val : NDArray
    New weights.

b(self, npt.NDArray val)

Biases of the ELM.

Parameters
----------
val : NDArray
    New biases.