Class RBFDictionary
The class RBFDictionary is the implementation of the RBF dictionary,
it's a subclass of Dictionary.
API Documentation¶
Bases: Dictionary
__init__(data_x, observable_func, dim_input, dim_output, reg)
¶
Initialize the RBF dictionary.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
data_x
|
Tensor
|
The data to initialize the RBF dictionary. |
required |
observable_func
|
ObservableFunction
|
The observable functions. |
required |
dim_input
|
int
|
Input dimension \(N_x\). |
required |
dim_output
|
int
|
Output dimension \(N_\psi\). |
required |
reg
|
float
|
The regularization parameter. |
required |