Build a Model#
A collection for classes for building a SimAI model.
Launching a build requires a configuration
(ModelConfiguration
)
which defines the model properties, such as its inputs and outputs,
the Global Coefficients and the Domain of Analysis, and its project id. The
ModelConfiguration
object is, then, parsed to models.build()
for
launching a build.
ModelConfiguration#
- class ModelConfiguration#
The configuration for building a model.
Directory#
- class ModelDirectory#
Provides a collection of methods related to building models.
- build(configuration: ModelConfiguration, dismiss_data_with_fields_discrepancies: bool = False, dismiss_data_with_volume_overflow: bool = False)#
Launches a build given a configuration.
- Parameters:
configuration (ModelConfiguration) – a ModelConfiguration object that contains the properties to be used in the build
dismiss_data_with_fields_discrepancies (bool) – set to True for omitting data with missing properties
dismiss_data_with_volume_overflow (bool) – set to True for omitting data outside the Domain of Analysis
Example
Use a previous configuration for a new build in the same project
a_project = simai.projects.get("project_A") build_conf = a_project.last_model_configuration new_model = simai.models.build(build_conf)
Use a previous configuration for a new build in another project
a_project = simai.projects.get("project_A") build_conf = a_project.last_model_configuration b_project = simai.projects.get("project_B") # set the id of b_project as the project_id of the configuration builf_conf.project_id = b_project.id new_model = simai.models.build(build_conf)
Model#
- class Model#
Training model representation.
- property configuration: ModelConfiguration#
The build configuration of model.