euclidean_distance_interdependence
Bases: numerical_kernel_based_interdependence
A kernel-based interdependence class using the Euclidean distance kernel.
Notes
Euclidean Distance based Kernel:
Attributes:
Name | Type | Description |
---|---|---|
kernel |
Callable
|
The Euclidean distance kernel function. |
Methods:
Name | Description |
---|---|
__init__ |
Initializes the Euclidean distance interdependence function. |
Source code in tinybig/interdependence/numerical_kernel_interdependence.py
__init__(name='euclidean_distance_interdependence', *args, **kwargs)
Initializes the Euclidean distance interdependence function.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
name
|
str
|
Name of the interdependence function. Defaults to 'euclidean_distance_interdependence'. |
'euclidean_distance_interdependence'
|
*args
|
tuple
|
Additional positional arguments for the parent class. |
()
|
**kwargs
|
dict
|
Additional keyword arguments for the parent class. |
{}
|