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  • Data Types
    • EMGData
      • myoverse.datatypes.EMGData.__init__
      • myoverse.datatypes.EMGData._get_grid_dimensions
      • myoverse.datatypes.EMGData.plot
      • myoverse.datatypes.EMGData.plot_grid_layout
    • KinematicsData
      • myoverse.datatypes.KinematicsData.__init__
      • myoverse.datatypes.KinematicsData.plot
    • VirtualHandKinematics
      • myoverse.datatypes.VirtualHandKinematics.__init__
      • myoverse.datatypes.VirtualHandKinematics.plot
    • _Data
      • myoverse.datatypes._Data.__copy__
      • myoverse.datatypes._Data.__getitem__
      • myoverse.datatypes._Data.__init__
      • myoverse.datatypes._Data.__repr__
      • myoverse.datatypes._Data.__setitem__
      • myoverse.datatypes._Data.__str__
      • myoverse.datatypes._Data._check_if_chunked
      • myoverse.datatypes._Data.delete_data
      • myoverse.datatypes._Data.load
      • myoverse.datatypes._Data.memory_usage
      • myoverse.datatypes._Data.plot
      • myoverse.datatypes._Data.save
  • Transforms
    • Transform
      • myoverse.transforms.Transform.__call__
      • myoverse.transforms.Transform.__init__
      • myoverse.transforms.Transform.__repr__
      • myoverse.transforms.Transform._apply
    • SlidingWindowTransform
      • myoverse.transforms.SlidingWindowTransform.__init__
      • myoverse.transforms.SlidingWindowTransform._apply
      • myoverse.transforms.SlidingWindowTransform._compute_window
    • RMS
      • myoverse.transforms.RMS._compute_window
    • MAV
      • myoverse.transforms.MAV._compute_window
    • VAR
      • myoverse.transforms.VAR._compute_window
    • Rectify
      • myoverse.transforms.Rectify._apply
    • Bandpass
      • myoverse.transforms.Bandpass.__init__
      • myoverse.transforms.Bandpass._apply
    • Highpass
      • myoverse.transforms.Highpass.__init__
      • myoverse.transforms.Highpass._apply
    • Lowpass
      • myoverse.transforms.Lowpass.__init__
      • myoverse.transforms.Lowpass._apply
    • Notch
      • myoverse.transforms.Notch.__init__
      • myoverse.transforms.Notch._apply
    • ZeroCrossings
      • myoverse.transforms.ZeroCrossings._compute_window
    • SlopeSignChanges
      • myoverse.transforms.SlopeSignChanges._compute_window
    • WaveformLength
      • myoverse.transforms.WaveformLength._compute_window
    • Diff
      • myoverse.transforms.Diff.__init__
      • myoverse.transforms.Diff._apply
    • ZScore
      • myoverse.transforms.ZScore.__init__
      • myoverse.transforms.ZScore._apply
    • MinMax
      • myoverse.transforms.MinMax.__init__
      • myoverse.transforms.MinMax._apply
    • Normalize
      • myoverse.transforms.Normalize.__init__
      • myoverse.transforms.Normalize._apply
    • Standardize
      • myoverse.transforms.Standardize.__init__
      • myoverse.transforms.Standardize._apply
    • InstanceNorm
      • myoverse.transforms.InstanceNorm.__init__
      • myoverse.transforms.InstanceNorm._apply
    • LayerNorm
      • myoverse.transforms.LayerNorm.__init__
      • myoverse.transforms.LayerNorm._apply
    • BatchNorm
      • myoverse.transforms.BatchNorm.__init__
      • myoverse.transforms.BatchNorm._apply
    • ClampRange
      • myoverse.transforms.ClampRange.__init__
      • myoverse.transforms.ClampRange._apply
    • Reshape
      • myoverse.transforms.Reshape.__init__
      • myoverse.transforms.Reshape._apply
    • Index
      • myoverse.transforms.Index.__init__
      • myoverse.transforms.Index._apply
    • Flatten
      • myoverse.transforms.Flatten.__init__
      • myoverse.transforms.Flatten._apply
    • Squeeze
      • myoverse.transforms.Squeeze.__init__
      • myoverse.transforms.Squeeze._apply
    • Unsqueeze
      • myoverse.transforms.Unsqueeze.__init__
      • myoverse.transforms.Unsqueeze._apply
    • Transpose
      • myoverse.transforms.Transpose.__init__
      • myoverse.transforms.Transpose._apply
    • Mean
      • myoverse.transforms.Mean.__init__
      • myoverse.transforms.Mean._apply
    • Sum
      • myoverse.transforms.Sum.__init__
      • myoverse.transforms.Sum._apply
    • Stack
      • myoverse.transforms.Stack.__init__
      • myoverse.transforms.Stack._apply
    • Concat
      • myoverse.transforms.Concat.__init__
      • myoverse.transforms.Concat._apply
    • Lambda
      • myoverse.transforms.Lambda.__init__
      • myoverse.transforms.Lambda._apply
    • Identity
      • myoverse.transforms.Identity._apply
    • Repeat
      • myoverse.transforms.Repeat.__init__
      • myoverse.transforms.Repeat._apply
    • Pad
      • myoverse.transforms.Pad.__init__
      • myoverse.transforms.Pad._apply
    • GaussianNoise
      • myoverse.transforms.GaussianNoise.__init__
      • myoverse.transforms.GaussianNoise._apply
    • MagnitudeWarp
      • myoverse.transforms.MagnitudeWarp.__init__
      • myoverse.transforms.MagnitudeWarp._apply
    • TimeWarp
      • myoverse.transforms.TimeWarp.__init__
      • myoverse.transforms.TimeWarp._apply
    • Dropout
      • myoverse.transforms.Dropout.__init__
      • myoverse.transforms.Dropout._apply
      • myoverse.transforms.Dropout.eval
      • myoverse.transforms.Dropout.train
    • ChannelShuffle
      • myoverse.transforms.ChannelShuffle.__init__
      • myoverse.transforms.ChannelShuffle._apply
    • TimeShift
      • myoverse.transforms.TimeShift.__init__
      • myoverse.transforms.TimeShift._apply
    • Scale
      • myoverse.transforms.Scale.__init__
      • myoverse.transforms.Scale._apply
    • Cutout
      • myoverse.transforms.Cutout.__init__
      • myoverse.transforms.Cutout._apply
    • SpatialFilter
      • myoverse.transforms.SpatialFilter.__init__
      • myoverse.transforms.SpatialFilter._apply
    • NDD
      • myoverse.transforms.NDD.__init__
    • LSD
      • myoverse.transforms.LSD.__init__
    • TSD
      • myoverse.transforms.TSD.__init__
    • IB2
      • myoverse.transforms.IB2.__init__
  • Datasets
    • DatasetCreator
      • myoverse.datasets.DatasetCreator.__init__
      • myoverse.datasets.DatasetCreator._extract_center
      • myoverse.datasets.DatasetCreator._print_config
      • myoverse.datasets.DatasetCreator._print_data_structure
      • myoverse.datasets.DatasetCreator._print_header
      • myoverse.datasets.DatasetCreator._print_summary
      • myoverse.datasets.DatasetCreator._process_all_tasks
      • myoverse.datasets.DatasetCreator._process_task
      • myoverse.datasets.DatasetCreator._split_continuous
      • myoverse.datasets.DatasetCreator._store_array
      • myoverse.datasets.DatasetCreator.create
    • Modality
      • myoverse.datasets.Modality.__eq__
      • myoverse.datasets.Modality.__init__
      • myoverse.datasets.Modality.__post_init__
      • myoverse.datasets.Modality.__repr__
      • myoverse.datasets.Modality.load
    • WindowedDataset
      • myoverse.datasets.base.WindowedDataset.__getitem__
      • myoverse.datasets.base.WindowedDataset.__getstate__
      • myoverse.datasets.base.WindowedDataset.__init__
      • myoverse.datasets.base.WindowedDataset.__len__
      • myoverse.datasets.base.WindowedDataset.__setstate__
      • myoverse.datasets.base.WindowedDataset._ensure_cache_loaded
      • myoverse.datasets.base.WindowedDataset._get_deterministic_position
      • myoverse.datasets.base.WindowedDataset._get_dim_names
      • myoverse.datasets.base.WindowedDataset._get_task_for_recording
      • myoverse.datasets.base.WindowedDataset._global_to_local
      • myoverse.datasets.base.WindowedDataset._load_window
      • myoverse.datasets.base.WindowedDataset._sample_random_position
      • myoverse.datasets.base.WindowedDataset._setup_recording_ranges
      • myoverse.datasets.base.WindowedDataset._to_tensor
      • myoverse.datasets.base.WindowedDataset.get_sample_shape
      • myoverse.datasets.base.WindowedDataset.reseed
    • SupervisedDataset
      • myoverse.datasets.paradigms.SupervisedDataset.__getitem__
      • myoverse.datasets.paradigms.SupervisedDataset.__init__
    • DataModule
      • myoverse.datasets.datamodule.DataModule.__init__
      • myoverse.datasets.datamodule.DataModule.setup
      • myoverse.datasets.datamodule.DataModule.test_dataloader
      • myoverse.datasets.datamodule.DataModule.train_dataloader
      • myoverse.datasets.datamodule.DataModule.val_dataloader
    • DataSplitter
      • myoverse.datasets.utils.DataSplitter.__init__
      • myoverse.datasets.utils.DataSplitter._split_middle
      • myoverse.datasets.utils.DataSplitter._validate_ratios
      • myoverse.datasets.utils.DataSplitter.split
      • myoverse.datasets.utils.DataSplitter.split_dict
    • DatasetFormatter
      • myoverse.datasets.utils.DatasetFormatter.__init__
      • myoverse.datasets.utils.DatasetFormatter._calculate_sizes
      • myoverse.datasets.utils.DatasetFormatter._print_structure_tree
      • myoverse.datasets.utils.DatasetFormatter.print_action
      • myoverse.datasets.utils.DatasetFormatter.print_augmentation_config
      • myoverse.datasets.utils.DatasetFormatter.print_config
      • myoverse.datasets.utils.DatasetFormatter.print_data_panel
      • myoverse.datasets.utils.DatasetFormatter.print_data_structure
      • myoverse.datasets.utils.DatasetFormatter.print_header
      • myoverse.datasets.utils.DatasetFormatter.print_section
      • myoverse.datasets.utils.DatasetFormatter.print_split_sizes
      • myoverse.datasets.utils.DatasetFormatter.print_summary
      • myoverse.datasets.utils.DatasetFormatter.print_tasks_info
      • myoverse.datasets.utils.DatasetFormatter.should_print
    • EMBCConfig
      • myoverse.datasets.presets.EMBCConfig.__eq__
      • myoverse.datasets.presets.EMBCConfig.__init__
      • myoverse.datasets.presets.EMBCConfig.__repr__
    • myoverse.datasets.presets.embc_train_transform
    • myoverse.datasets.presets.embc_eval_transform
    • myoverse.datasets.presets.embc_target_transform
    • myoverse.datasets.presets.embc_kinematics_transform
  • Models
    • RaulNetV17
      • myoverse.models.raul_net.v17.RaulNetV17.__init__
      • myoverse.models.raul_net.v17.RaulNetV17._reshape_and_normalize
      • myoverse.models.raul_net.v17.RaulNetV17.configure_model
      • myoverse.models.raul_net.v17.RaulNetV17.configure_optimizers
      • myoverse.models.raul_net.v17.RaulNetV17.forward
      • myoverse.models.raul_net.v17.RaulNetV17.test_step
      • myoverse.models.raul_net.v17.RaulNetV17.training_step
      • myoverse.models.raul_net.v17.RaulNetV17.validation_step
    • RaulNetV16
      • myoverse.models.raul_net.v16.RaulNetV16.__init__
      • myoverse.models.raul_net.v16.RaulNetV16._reshape_and_normalize
      • myoverse.models.raul_net.v16.RaulNetV16.configure_optimizers
      • myoverse.models.raul_net.v16.RaulNetV16.forward
      • myoverse.models.raul_net.v16.RaulNetV16.test_step
      • myoverse.models.raul_net.v16.RaulNetV16.training_step
      • myoverse.models.raul_net.v16.RaulNetV16.validation_step
    • PSerf
      • myoverse.models.components.activation_functions.PSerf.__init__
      • myoverse.models.components.activation_functions.PSerf.forward
    • SAU
      • myoverse.models.components.activation_functions.SAU.__init__
      • myoverse.models.components.activation_functions.SAU.forward
    • SMU
      • myoverse.models.components.activation_functions.SMU.__init__
      • myoverse.models.components.activation_functions.SMU.forward
    • EuclideanDistance
      • myoverse.models.components.losses.EuclideanDistance.__init__
      • myoverse.models.components.losses.EuclideanDistance.forward
    • WeightedSum
      • myoverse.models.components.utils.WeightedSum.__init__
      • myoverse.models.components.utils.WeightedSum.forward
  • API Documentation
  • Transforms
  • Standardize
  • myoverse.transforms.Standardize.__init__

myoverse.transforms.Standardize.__init__#

Standardize.__init__(mean, std, eps=1e-08, **kwargs)[source]#
Parameters:
  • mean (float | Tensor)

  • std (float | Tensor)

  • eps (float)

On this page
  • Standardize.__init__()

This Page

  • Show Source

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