set_keras_parameter_request module#

class edgeimpulse_api.models.set_keras_parameter_request.SetKerasParameterRequest( *, mode: StrictStr | None = None, minimumConfidenceRating: float | None = None, selectedModelType: KerasModelTypeEnum | None = None, script: StrictStr | None = None, visualLayers: List[KerasVisualLayer] | None = None, trainingCycles: StrictInt | None = None, learningRate: float | None = None, batchSize: float | None = None, trainTestSplit: float | None = None, autoClassWeights: StrictBool | None = None, useLearnedOptimizer: StrictBool | None = None, augmentationPolicyImage: AugmentationPolicyImageEnum | None = None, augmentationPolicySpectrogram: AugmentationPolicySpectrogram | None = None, profileInt8: StrictBool | None = None, skipEmbeddingsAndMemory: StrictBool | None = None, akidaEdgeLearningConfig: AkidaEdgeLearningConfig | None = None, customValidationMetadataKey: StrictStr | None = None, showAdvancedTrainingSettings: StrictBool | None = None, showAugmentationTrainingSettings: StrictBool | None = None, customParameters: Dict[str, StrictStr] | None = None, anomalyCapacity: AnomalyCapacity | None = None, lastShownModelVariant: KerasModelVariantEnum | None = None, lastShownModelEngine: ModelEngineShortEnum | None = None, )[source]#

Bases: BaseModel

class Config[source]#

Bases: object

allow_population_by_field_name = True#

validate_assignment = False#

akida_edge_learning_config: AkidaEdgeLearningConfig | None#

anomaly_capacity: AnomalyCapacity | None#

augmentation_policy_image: AugmentationPolicyImageEnum | None#

augmentation_policy_spectrogram: AugmentationPolicySpectrogram | None#

auto_class_weights: StrictBool | None#

batch_size: float | None#

custom_parameters: Dict[str, StrictStr] | None#

custom_validation_metadata_key: StrictStr | None#

classmethod from_dict( obj: dict, ) → SetKerasParameterRequest[source]#: Create an instance of SetKerasParameterRequest from a dict

classmethod from_json( json_str: str, ) → SetKerasParameterRequest[source]#: Create an instance of SetKerasParameterRequest from a JSON string

last_shown_model_engine: ModelEngineShortEnum | None#

last_shown_model_variant: KerasModelVariantEnum | None#

learning_rate: float | None#

minimum_confidence_rating: float | None#

mode: StrictStr | None#

classmethod mode_validate_enum(v)[source]#

profile_int8: StrictBool | None#

script: StrictStr | None#

selected_model_type: KerasModelTypeEnum | None#

show_advanced_training_settings: StrictBool | None#

show_augmentation_training_settings: StrictBool | None#

skip_embeddings_and_memory: StrictBool | None#

to_dict()[source]#: Returns the dictionary representation of the model using alias

to_json() → str[source]#: Returns the JSON representation of the model using alias

to_str() → str[source]#: Returns the string representation of the model using alias

train_test_split: float | None#

training_cycles: StrictInt | None#

use_learned_optimizer: StrictBool | None#

visual_layers: List[KerasVisualLayer] | None#