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+++ b/docs/api.rst
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+:orphan:
+
+.. _api_reference:
+
+=============
+API Reference
+=============
+
+This is the reference for classes (``CamelCase`` names) and functions
+(``underscore_case`` names) of Braindecode.
+
+.. contents::
+   :local:
+   :depth: 2
+
+
+:py:mod:`braindecode`:
+
+.. automodule:: braindecode
+   :no-members:
+   :no-inherited-members:
+
+Classifier
+==========
+
+:py:mod:`braindecode.classifier`:
+
+.. currentmodule:: braindecode.classifier
+
+.. autosummary::
+   :toctree: generated/
+
+    EEGClassifier
+
+Regressor
+=========
+
+:py:mod:`braindecode.regressor`:
+
+.. currentmodule:: braindecode.regressor
+
+.. autosummary::
+   :toctree: generated/
+
+    EEGRegressor
+
+Models
+======
+
+:py:mod:`braindecode.models.base`:
+
+.. currentmodule:: braindecode.models
+
+.. autosummary::
+   :toctree: generated/
+
+    EEGModuleMixin
+
+:py:mod:`braindecode.models`:
+
+.. currentmodule:: braindecode.models
+
+.. autosummary::
+   :toctree: generated/
+
+    ATCNet
+    AttentionBaseNet
+    BDTCN
+    BIOT
+    ContraWR
+    CTNet
+    Deep4Net
+    DeepSleepNet
+    EEGConformer
+    EEGInceptionERP
+    EEGInceptionMI
+    EEGITNet
+    EEGMiner
+    EEGNetv1
+    EEGNetv4
+    EEGNeX
+    EEGResNet
+    EEGSimpleConv
+    EEGTCNet
+    FBCNet
+    FBLightConvNet
+    FBMSNet
+    IFNet
+    Labram
+    MSVTNet
+    SCCNet
+    ShallowFBCSPNet
+    SignalJEPA
+    SignalJEPA_Contextual
+    SignalJEPA_PostLocal
+    SignalJEPA_PreLocal
+    SincShallowNet
+    SleepStagerBlanco2020
+    SleepStagerChambon2018
+    SleepStagerEldele2021
+    SPARCNet
+    SyncNet
+    TIDNet
+    TSceptionV1
+    USleep
+
+.. currentmodule:: braindecode.models.modules
+
+:py:mod:`braindecode.models`:
+
+.. autosummary::
+   :toctree: generated/
+
+    FilterBankLayer
+    GeneralizedGaussianFilter
+
+Training
+========
+
+:py:mod:`braindecode.training`:
+
+.. currentmodule:: braindecode.training
+
+.. autosummary::
+   :toctree: generated/
+
+    CroppedLoss
+    TimeSeriesLoss
+    CroppedTrialEpochScoring
+    CroppedTimeSeriesEpochScoring
+    PostEpochTrainScoring
+    mixup_criterion
+    trial_preds_from_window_preds
+    predict_trials
+
+Datasets
+========
+
+:py:mod:`braindecode.datasets`:
+
+.. currentmodule:: braindecode.datasets
+
+.. autosummary::
+   :toctree: generated/
+
+    BaseDataset
+    BaseConcatDataset
+    BIDSDataset
+    BIDSEpochsDataset
+    WindowsDataset
+    MOABBDataset
+    HGD
+    BNCI2014001
+    TUH
+    TUHAbnormal
+    NMT
+    SleepPhysionet
+    BCICompetitionIVDataset4
+    create_from_X_y
+    create_from_mne_raw
+    create_from_mne_epochs
+
+Preprocessing
+=============
+
+:py:mod:`braindecode.preprocessing`:
+
+.. currentmodule:: braindecode.preprocessing
+
+.. autosummary::
+   :toctree: generated/
+
+    create_windows_from_events
+    create_fixed_length_windows
+    create_windows_from_target_channels
+    exponential_moving_demean
+    exponential_moving_standardize
+    filterbank
+    preprocess
+    Preprocessor
+    Resample
+    DropChannels
+    SetEEGReference
+    Filter
+    Pick
+    Crop
+
+Data Utils
+==========
+
+:py:mod:`braindecode.datautil`:
+
+.. currentmodule:: braindecode.datautil
+
+.. autosummary::
+   :toctree: generated/
+
+    save_concat_dataset
+    load_concat_dataset
+
+Samplers
+========
+
+:py:mod:`braindecode.samplers`:
+
+.. currentmodule:: braindecode.samplers
+
+.. autosummary::
+   :toctree: generated/
+
+   RecordingSampler
+   DistributedRecordingSampler
+   SequenceSampler
+   RelativePositioningSampler
+   DistributedRelativePositioningSampler
+   BalancedSequenceSampler
+
+.. _augmentation_api:
+
+Augmentation
+============
+
+:py:mod:`braindecode.augmentation`:
+
+.. currentmodule:: braindecode.augmentation
+
+.. autosummary::
+   :toctree: generated/
+
+    Transform
+    IdentityTransform
+    Compose
+    AugmentedDataLoader
+    TimeReverse
+    SignFlip
+    FTSurrogate
+    ChannelsShuffle
+    ChannelsDropout
+    GaussianNoise
+    ChannelsSymmetry
+    SmoothTimeMask
+    BandstopFilter
+    FrequencyShift
+    SensorsRotation
+    SensorsZRotation
+    SensorsYRotation
+    SensorsXRotation
+    Mixup
+    SegmentationReconstruction
+    MaskEncoding
+
+    functional.identity
+    functional.time_reverse
+    functional.sign_flip
+    functional.ft_surrogate
+    functional.channels_dropout
+    functional.channels_shuffle
+    functional.channels_permute
+    functional.gaussian_noise
+    functional.smooth_time_mask
+    functional.bandstop_filter
+    functional.frequency_shift
+    functional.sensors_rotation
+    functional.mixup
+    functional.segmentation_reconstruction
+    functional.mask_encoding
+
+
+Utils
+=====
+
+:py:mod:`braindecode.util`:
+
+.. currentmodule:: braindecode.util
+
+.. autosummary::
+   :toctree: generated/
+
+    set_random_seeds
+
+Visualization
+=============
+
+:py:mod:`braindecode.visualization`:
+
+.. currentmodule:: braindecode.visualization
+
+.. autosummary::
+   :toctree: generated/
+
+    compute_amplitude_gradients
+    plot_confusion_matrix