VAE Algorithm Config
VAE-based algorithm Pydantic model.
VAEBasedAlgorithm
Bases: BaseModel
VAE-based algorithm configuration.
TODO
Examples:
TODO add once finalized
optimizer = OptimizerConfig()
class-attribute
instance-attribute
Optimizer to use, defined in SupportedOptimizer.
algorithm_cross_validation()
Validate the algorithm model based on algorithm.
Returns:
| Type | Description |
|---|---|
Self
|
The validated model. |
get_compatible_algorithms()
classmethod
Get the list of compatible algorithms.
Returns:
| Type | Description |
|---|---|
list of str
|
List of compatible algorithms. |
output_channels_validation()
Validate the consistency between number of out channels and noise models.
Returns:
| Type | Description |
|---|---|
Self
|
The validated model. |
predict_logvar_validation()
Validate the consistency of predict_logvar throughout the model.
Returns:
| Type | Description |
|---|---|
Self
|
The validated model. |