braindecode.samplers.SequenceSampler¶
- class braindecode.samplers.SequenceSampler(metadata, n_windows, n_windows_stride, random_state=None)¶
Sample sequences of consecutive windows.
- Parameters
- metadatapd.DataFrame
See RecordingSampler.
- n_windowsint
Number of consecutive windows in a sequence.
- n_windows_strideint
Number of windows between two consecutive sequences.
- random_statenp.random.RandomState | int | None
Random state.
- Attributes
- infopd.DataFrame
See RecordingSampler.
- file_idsnp.ndarray of ints
Array of shape (n_sequences,) that indicates from which file each sequence comes from. Useful e.g. to do self-ensembling.
