> ## 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.transfer_learning_model

## Classes

### TransferLearningModel

```python theme={"system"}
edgeimpulse_api.models.transfer_learning_model.TransferLearningModel(
	**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` | ` ` |
| `abbreviated_name` | `pydantic.v1.types.StrictStr \| None` |
| `author` | `pydantic.v1.types.StrictStr` |
| `block_no_longer_available` | `edgeimpulse_api.models.transfer_learning_model_block_no_longer_available.TransferLearningModelBlockNoLongerAvailable \| None` |
| `block_type` | `edgeimpulse_api.models.block_type.BlockType` |
| `custom_block_ref` | `pydantic.v1.types.StrictStr \| None` |
| `custom_parameters` | `List[edgeimpulse_api.models.dsp_group_item.DSPGroupItem] \| None` |
| `default_dropout` | `float \| None` |
| `default_learning_rate` | `float \| None` |
| `default_neurons` | `pydantic.v1.types.StrictInt \| None` |
| `default_training_cycles` | `float \| None` |
| `description` | `pydantic.v1.types.StrictStr` |
| `display_category` | `edgeimpulse_api.models.block_display_category.BlockDisplayCategory \| None` |
| `has_dropout` | `pydantic.v1.types.StrictBool` |
| `has_expert_mode` | `pydantic.v1.types.StrictBool` |
| `has_image_augmentation` | `pydantic.v1.types.StrictBool \| None` |
| `has_neurons` | `pydantic.v1.types.StrictBool` |
| `implementation_version` | `pydantic.v1.types.StrictInt \| None` |
| `learn_block_type` | `edgeimpulse_api.models.learn_block_type.LearnBlockType` |
| `name` | `pydantic.v1.types.StrictStr` |
| `organization_model_id` | `pydantic.v1.types.StrictInt \| None` |
| `repository_url` | `pydantic.v1.types.StrictStr \| None` |
| `short_name` | `pydantic.v1.types.StrictStr` |
| `type` | `edgeimpulse_api.models.keras_visual_layer_type.KerasVisualLayerType` |

***

**STATIC METHODS**

#### from\_dict

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

Create an instance of TransferLearningModel from a dict

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

| Returns |
| - |
| `edgeimpulse_api.models.transfer_learning_model.TransferLearningModel` |

#### from\_json

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

Create an instance of TransferLearningModel from a JSON string

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

| Returns |
| - |
| `edgeimpulse_api.models.transfer_learning_model.TransferLearningModel` |

***

**METHODS**

#### to\_dict

```python theme={"system"}
edgeimpulse_api.models.transfer_learning_model.TransferLearningModel.to_dict(
	self
)
```

Returns the dictionary representation of the model using alias

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

#### to\_json

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

Returns the string representation of the model using alias

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

| Returns |
| - |
| `str` |