hookeai.model_architectures.hybrid_base_model.model.transfer_learning

Transfer-learning models for hybrid material model (HybridMaterialModel).

Classes

PolynomialLinearRegressor(torch.nn.Module):

Polynomial linear regression model.

BatchedElasticModel(torch.nn.Module):

Linear elastic constitutive model for batched time series data.

Functions

get_problem_type_parameters(problem_type)	Get parameters dependent on the problem type.
vget_state_2Dmf_from_3Dmf(mf_3d[, device])	Build 2D counterpart of 3D second- or fourth-order tensor.

Classes

BatchedElasticModel(problem_type, ...[, ...])	Linear elastic constitutive model for batched time series data.
Elastic(strain_formulation, problem_type, ...)	Linear elastic constitutive model.
PolynomialLinearRegressor(n_features_in[, ...])	Polynomial linear regression model.