hookeai.model_architectures.materials.strain_features

Build strain-based features for time series data set.

Functions

add_strain_features(dataset, strain_feature_label)

Add new strain-based feature history in time series data set.

compute_strain_feature(strain_comps_array, strain_feature_label, n_dim,

strain_comps_order, device=None)

Compute strain-based feature.

build_strain_from_comps(n_dim, strain_comps_order, strain_comps_array,

device=None)

Build strain tensor from given components.

Functions

add_strain_features(dataset, ...)	Add new strain-based feature history in time series data set.
build_strain_from_comps(n_dim, ...[, device])	Build strain tensor from given components.
compute_strain_feature(strain_comps_array, ...)	Compute strain-based feature.
load_dataset(dataset_file_path)	Load PyTorch time series data set.

Classes

TimeSeriesDataset(dataset_directory, ...[, ...])

Time series data set.