> ## Documentation Index
> Fetch the complete documentation index at: https://docs.edgeimpulse.com/llms.txt
> Use this file to discover all available pages before exploring further.

# edgeimpulse_api.models.set_keras_parameter_request

## Classes

### SetKerasParameterRequest

```python theme={"system"}
edgeimpulse_api.models.set_keras_parameter_request.SetKerasParameterRequest(
	**data: Any
)
```

Create a new model by parsing and validating input data from keyword arguments.

Raises ValidationError if the input data cannot be parsed to form a valid model.

| Parameters | |
| - | - |
| `**data` | `Any` |

| Bases |
| - |
| `pydantic.v1.main.BaseModel` |
| `pydantic.v1.utils.Representation` |

| Class variables | |
| - | - |
| `Config` | ` ` |
| `akida_edge_learning_config` | `edgeimpulse_api.models.akida_edge_learning_config.AkidaEdgeLearningConfig \| None` |
| `anomaly_capacity` | `edgeimpulse_api.models.anomaly_capacity.AnomalyCapacity \| None` |
| `assert_gpu_usage_percentage` | `float \| None` |
| `augmentation_policy_image` | `edgeimpulse_api.models.augmentation_policy_image_enum.AugmentationPolicyImageEnum \| None` |
| `augmentation_policy_spectrogram` | `edgeimpulse_api.models.augmentation_policy_spectrogram.AugmentationPolicySpectrogram \| None` |
| `auto_class_weights` | `pydantic.v1.types.StrictBool \| None` |
| `batch_size` | `float \| None` |
| `block_parameters` | `edgeimpulse_api.models.block_parameters.BlockParameters \| None` |
| `custom_parameters` | `Dict[str, pydantic.v1.types.StrictStr] \| None` |
| `custom_validation_metadata_key` | `pydantic.v1.types.StrictStr \| None` |
| `last_shown_model_variant` | `edgeimpulse_api.models.keras_model_variant_enum.KerasModelVariantEnum \| None` |
| `learning_rate` | `float \| None` |
| `minimum_confidence_rating` | `float \| None` |
| `mode` | `pydantic.v1.types.StrictStr \| None` |
| `profile_int8` | `pydantic.v1.types.StrictBool \| None` |
| `script` | `pydantic.v1.types.StrictStr \| None` |
| `selected_model_type` | `edgeimpulse_api.models.keras_model_type_enum.KerasModelTypeEnum \| None` |
| `show_advanced_training_settings` | `pydantic.v1.types.StrictBool \| None` |
| `show_augmentation_training_settings` | `pydantic.v1.types.StrictBool \| None` |
| `skip_embeddings_and_memory` | `pydantic.v1.types.StrictBool \| None` |
| `train_test_split` | `float \| None` |
| `training_cycles` | `pydantic.v1.types.StrictInt \| None` |
| `training_processor` | `edgeimpulse_api.models.experimental_impulse_specific_gpu_training_processor.ExperimentalImpulseSpecificGpuTrainingProcessor \| None` |
| `use_learned_optimizer` | `pydantic.v1.types.StrictBool \| None` |
| `visual_layers` | `List[edgeimpulse_api.models.keras_visual_layer.KerasVisualLayer] \| None` |

***

**STATIC METHODS**

#### from\_dict

```python theme={"system"}
edgeimpulse_api.models.set_keras_parameter_request.SetKerasParameterRequest.from_dict(
	obj: dict
) ‑> edgeimpulse_api.models.set_keras_parameter_request.SetKerasParameterRequest
```

Create an instance of SetKerasParameterRequest from a dict

| Parameters | |
| - | - |
| `obj` | `dict` |

| Returns |
| - |
| `edgeimpulse_api.models.set_keras_parameter_request.SetKerasParameterRequest` |

#### from\_json

```python theme={"system"}
edgeimpulse_api.models.set_keras_parameter_request.SetKerasParameterRequest.from_json(
	json_str: str
) ‑> edgeimpulse_api.models.set_keras_parameter_request.SetKerasParameterRequest
```

Create an instance of SetKerasParameterRequest from a JSON string

| Parameters | |
| - | - |
| `json_str` | `str` |

| Returns |
| - |
| `edgeimpulse_api.models.set_keras_parameter_request.SetKerasParameterRequest` |

#### mode\_validate\_enum

```python theme={"system"}
edgeimpulse_api.models.set_keras_parameter_request.SetKerasParameterRequest.mode_validate_enum(
	v
)
```

| Parameters | |
| - | - |
| `v` | ` ` |

***

**METHODS**

#### to\_dict

```python theme={"system"}
edgeimpulse_api.models.set_keras_parameter_request.SetKerasParameterRequest.to_dict(
	self
)
```

Returns the dictionary representation of the model using alias

| Parameters | |
| - | - |
| `self` | ` ` |

#### to\_json

```python theme={"system"}
edgeimpulse_api.models.set_keras_parameter_request.SetKerasParameterRequest.to_json(
	self,
	indent=None
) ‑> str
```

Returns the JSON representation of the model using alias

| Parameters | |
| - | - |
| `self` | ` ` |
| `indent=None` | ` ` |

| Returns |
| - |
| `str` |

#### to\_str

```python theme={"system"}
edgeimpulse_api.models.set_keras_parameter_request.SetKerasParameterRequest.to_str(
	self
) ‑> str
```

Returns the string representation of the model using alias

| Parameters | |
| - | - |
| `self` | ` ` |

| Returns |
| - |
| `str` |