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Tutorial and Examples
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braindecode.classifier.EEGClassifier

braindecode.regressor.EEGRegressor

braindecode.models.ShallowFBCSPNet
braindecode.models.Deep4Net
braindecode.models.EEGInception
braindecode.models.EEGITNet
braindecode.models.EEGNetv1
braindecode.models.EEGNetv4
braindecode.models.HybridNet
braindecode.models.EEGResNet
braindecode.models.TCN
braindecode.models.SleepStagerChambon2018
braindecode.models.SleepStagerBlanco2020
braindecode.models.SleepStagerEldele2021
braindecode.models.USleep
braindecode.models.TIDNet
braindecode.models.get_output_shape
braindecode.models.TimeDistributed

braindecode.training.CroppedLoss
braindecode.training.TimeSeriesLoss
braindecode.training.CroppedTrialEpochScoring
braindecode.training.CroppedTimeSeriesEpochScoring
braindecode.training.PostEpochTrainScoring
braindecode.training.mixup_criterion
braindecode.training.trial_preds_from_window_preds
braindecode.training.predict_trials

braindecode.datasets.BaseDataset
braindecode.datasets.BaseConcatDataset
braindecode.datasets.WindowsDataset
braindecode.datasets.MOABBDataset
braindecode.datasets.HGD
braindecode.datasets.BNCI2014001
braindecode.datasets.TUH
braindecode.datasets.TUHAbnormal
braindecode.datasets.SleepPhysionet
braindecode.datasets.BCICompetitionIVDataset4
braindecode.datasets.create_from_X_y
braindecode.datasets.create_from_mne_raw
braindecode.datasets.create_from_mne_epochs

braindecode.preprocessing.create_windows_from_events
braindecode.preprocessing.create_fixed_length_windows
braindecode.preprocessing.create_windows_from_target_channels
braindecode.preprocessing.exponential_moving_demean
braindecode.preprocessing.exponential_moving_standardize
braindecode.preprocessing.scale
braindecode.preprocessing.filterbank
braindecode.preprocessing.preprocess
braindecode.preprocessing.Preprocessor

braindecode.datautil.save_concat_dataset
braindecode.datautil.load_concat_dataset

braindecode.samplers.RecordingSampler
braindecode.samplers.SequenceSampler
braindecode.samplers.RelativePositioningSampler
braindecode.samplers.BalancedSequenceSampler

braindecode.augmentation.Transform
braindecode.augmentation.IdentityTransform
braindecode.augmentation.Compose
braindecode.augmentation.AugmentedDataLoader
braindecode.augmentation.TimeReverse
braindecode.augmentation.SignFlip
braindecode.augmentation.FTSurrogate
braindecode.augmentation.ChannelsShuffle
braindecode.augmentation.ChannelsDropout
braindecode.augmentation.GaussianNoise
braindecode.augmentation.ChannelsSymmetry
braindecode.augmentation.SmoothTimeMask
braindecode.augmentation.BandstopFilter
braindecode.augmentation.FrequencyShift
braindecode.augmentation.SensorsRotation
braindecode.augmentation.SensorsZRotation
braindecode.augmentation.SensorsYRotation
braindecode.augmentation.SensorsXRotation
braindecode.augmentation.Mixup
braindecode.augmentation.functional.identity
braindecode.augmentation.functional.time_reverse
braindecode.augmentation.functional.sign_flip
braindecode.augmentation.functional.ft_surrogate
braindecode.augmentation.functional.channels_dropout
braindecode.augmentation.functional.channels_shuffle
braindecode.augmentation.functional.channels_permute
braindecode.augmentation.functional.gaussian_noise
braindecode.augmentation.functional.smooth_time_mask
braindecode.augmentation.functional.bandstop_filter
braindecode.augmentation.functional.frequency_shift
braindecode.augmentation.functional.sensors_rotation
braindecode.augmentation.functional.mixup

braindecode.util.set_random_seeds

braindecode.visualization.compute_amplitude_gradients
braindecode.visualization.plot_confusion_matrix

braindecode.visualization.compute_amplitude_gradients#

braindecode.visualization.compute_amplitude_gradients(model, dataset, batch_size)[source]#

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compute_amplitude_gradients()

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