pnpl.datasets.mixins.EpochedH5Mixin

class pnpl.datasets.mixins.EpochedH5Mixin

Mixin for loading epoched H5 MEG data.

Classes using this mixin should have: - data_path: str - Base data directory

__init__()

Methods

__init__()
get_epoch(idx)	Get a single epoch by index.
get_epoched_h5_path(partition[, preprocessing])	Construct path to epoched H5 file.
get_label(idx)	Get label for a trial.
init_epoched_data(partition[, ...])	Initialize epoched data from H5 file.
load_epoched_h5(h5_path[, preload])	Load epoched data from H5 file.

Attributes

data	Get the epoched data array (trials, channels, time).
labels	Get the labels array (trials,).
n_channels	Get number of channels.
n_times	Get number of time points per epoch.
n_trials	Get number of trials.
times	Get the time vector (time,).