torchsig.datasets.datasetsΒΆ

Dataset Base Classes for creation and static loading.

Functions

apply_label_to_signal

Recursively applies the specified label to a signal sample and its components.

apply_transforms_and_labels_to_signal

Applies a series of transformations to a signal sample and retrieves specified label values.

Classes

StaticTorchSigDataset

Static Dataset class, which loads pre-generated data from a directory.

TorchSigDatasetConfig

Configuration dataclass for TorchSig datasets.

TorchSigIterableDataset

Base class for generating signals.