hookeai.model_architectures.materials.stress_features

Build stress-based features for time series data set.

Functions

add_stress_features(dataset, stress_feature_label)

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

compute_stressfeature(stress_comps_array, stress_feature_label, n_dim,

stress_comps_order, device=None)

Compute stress-based feature.

build_stress_from_comps(n_dim, stress_comps_order, stress_comps_array,

device=None)

Build stress tensor from given components.

Functions

add_stress_features(dataset, ...)	Add new stress-based feature history in time series data set.
build_stress_from_comps(n_dim, ...[, device])	Build stress tensor from given components.
compute_stress_feature(stress_comps_array, ...)	Compute stress-based feature.
load_dataset(dataset_file_path)	Load PyTorch time series data set.
store_stress_comps(stress_comps_order, stress)	Store stress tensor components in array.

Classes

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

Time series data set.