meeg_utils.steps.FixedLengthEpochs#

class meeg_utils.steps.FixedLengthEpochs(duration=2.0, *, overlap=0.0, reject_by_annotation=True)[source]#

Cut a continuous recording into consecutive epochs of equal length (e.g. resting state).

Wraps mne.make_fixed_length_epochs(). Epochs overlapping BAD annotations are dropped.

Parameters:

qc_#

n_epochs (before dropping), n_kept, fraction_kept and duration_kept_s.

Notes

Figures (plot()): "drop_log".

__init__(duration=2.0, *, overlap=0.0, reject_by_annotation=True)[source]#

Methods

`__init__`([duration, overlap, ...])
`fit`(inst[, y, system])	Learn the step's state from the data.
`fit_transform`(inst[, y, system, copy])	Fit the step on the data and transform the same data.
`get_metadata_routing`()	Get metadata routing of this object.
`get_params`([deep])	Get parameters for this estimator.
`plot`([kind, inst])	Draw quality-control figures.
`set_fit_request`(*[, inst, system])	Configure whether metadata should be requested to be passed to the `fit` method.
`set_params`(**params)	Set the parameters of this estimator.
`set_transform_request`(*[, copy, inst])	Configure whether metadata should be requested to be passed to the `transform` method.
`transform`(inst, *[, copy])	Apply the fitted step to the data.

Attributes

`accepts`	Data types the step accepts.
`adds_annotations`	Whether the step may add `BAD_` annotations (existing ones are kept).
`changes_channels`	Whether the step may add, drop or reorder channels.
`changes_times`	Whether the step may change the time axis (e.g. resampling, cropping).
`drops_epochs`	Whether the step may drop epochs (e.g. artifact rejection).
`plot_kinds`	kind -> whether it needs data (`inst`).
`systems`	Acquisition systems the step applies to; `None` means all systems.

accepts: ClassVar[tuple[type, ...]] = (<class 'mne.io.base.BaseRaw'>,)#: Data types the step accepts.

changes_times: ClassVar[bool] = True#: Whether the step may change the time axis (e.g. resampling, cropping).

plot_kinds: ClassVar[dict[str, bool]] = {'drop_log': False}#

kind -> whether it needs data (inst). Each kind is drawn by a _plot_<kind>(inst, **kwargs) method.