mistk.model.client.models.model_instance_init_params module

Model Integration Software ToolKit

No description provided (generated by Swagger Codegen https://github.com/swagger-api/swagger-codegen) # noqa: E501

OpenAPI spec version: 1.0.0

Generated by: https://github.com/swagger-api/swagger-codegen.git

class mistk.model.client.models.model_instance_init_params.ModelInstanceInitParams(objectives=None, model_properties=None, hyperparameters=None)

Bases: object

NOTE: This class is auto generated by the swagger code generator program.

Do not edit the class manually.

attribute_map = {'hyperparameters': 'hyperparameters', 'model_properties': 'modelProperties', 'objectives': 'objectives'}

property hyperparameters

Gets the hyperparameters of this ModelInstanceInitParams. # noqa: E501

A dictionary of hyperparameters that are used by the model. Hyperparameters are typically defined by the algorithm that a model is based on. # noqa: E501

Returns

The hyperparameters of this ModelInstanceInitParams. # noqa: E501

Return type

object

property model_properties

Gets the model_properties of this ModelInstanceInitParams. # noqa: E501

A dictionary of settings or configuration values that are passed from the ecosystem, but are not considered model hyperparameters. Model properties are typically defined by a specific implementation of an algorithm (ie. a PyTorch implementation of Densenet may have different properties than a Tensorflow implementation). # noqa: E501

Returns

The model_properties of this ModelInstanceInitParams. # noqa: E501

Return type

object

property objectives

Gets the objectives of this ModelInstanceInitParams. # noqa: E501

The objectives inform the model how it will be used while running # noqa: E501

Returns

The objectives of this ModelInstanceInitParams. # noqa: E501

Return type

list[str]

swagger_types = {'hyperparameters': 'object', 'model_properties': 'object', 'objectives': 'list[str]'}

to_dict()

Returns the model properties as a dict

to_str()

Returns the string representation of the model