lowrank_parameterized_bilinear_interdependence
Bases: parameterized_interdependence
A low-rank parameterized interdependence function.
Notes
Formally, given the parameter vector
These two sub-matrices
whose required length of vector
Attributes:
Name | Type | Description |
---|---|---|
r |
int
|
Rank of the low-rank approximation. |
Methods:
Name | Description |
---|---|
__init__ |
Initializes the low-rank parameterized interdependence function. |
Source code in tinybig/interdependence/parameterized_interdependence.py
__init__(r=2, name='lowrank_parameterized_interdependence', *args, **kwargs)
Initializes the low-rank parameterized interdependence function.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
r
|
int
|
Rank of the low-rank approximation. Defaults to 2. |
2
|
name
|
str
|
Name of the interdependence function. Defaults to 'lowrank_parameterized_interdependence'. |
'lowrank_parameterized_interdependence'
|
*args
|
tuple
|
Additional positional arguments. |
()
|
**kwargs
|
dict
|
Additional keyword arguments. |
{}
|