cuboid_patch_padding_based_geometric_interdependence

Bases: cuboid_patch_based_geometric_interdependence

A geometric interdependence class using cuboid patches with padding mode.

This class applies geometric interdependence in padding mode, ensuring patches are padded into the grid structure.

Attributes:

Name	Type	Description
interdependence_matrix_mode	str	The interdependence matrix mode set to 'padding'.

Methods:

Name	Description
__init__	Initializes the cuboid patch-based geometric interdependence function in padding mode.

Source code in tinybig/interdependence/geometric_interdependence.py

class cuboid_patch_padding_based_geometric_interdependence(cuboid_patch_based_geometric_interdependence):
    """
        A geometric interdependence class using cuboid patches with padding mode.

        This class applies geometric interdependence in padding mode, ensuring patches are padded
        into the grid structure.

        Attributes
        ----------
        interdependence_matrix_mode : str
            The interdependence matrix mode set to 'padding'.

        Methods
        -------
        __init__(interdependence_matrix_mode='padding', ...)
            Initializes the cuboid patch-based geometric interdependence function in padding mode.
    """
    def __init__(self, interdependence_matrix_mode: str = 'padding', *args, **kwargs):
        """
            Initializes the cuboid patch-based geometric interdependence function in padding mode.

            Parameters
            ----------
            interdependence_matrix_mode : str, optional
                Mode for the interdependence matrix. Defaults to 'padding'.
            *args : tuple
                Additional positional arguments for the parent class.
            **kwargs : dict
                Additional keyword arguments for the parent class.
        """
        super().__init__(interdependence_matrix_mode='padding', *args, **kwargs)

__init__(interdependence_matrix_mode='padding', *args, **kwargs)

Initializes the cuboid patch-based geometric interdependence function in padding mode.

Parameters:

Name	Type	Description	Default
interdependence_matrix_mode	str	Mode for the interdependence matrix. Defaults to 'padding'.	'padding'
*args	tuple	Additional positional arguments for the parent class.	()
**kwargs	dict	Additional keyword arguments for the parent class.	{}

Source code in tinybig/interdependence/geometric_interdependence.py

def __init__(self, interdependence_matrix_mode: str = 'padding', *args, **kwargs):
    """
        Initializes the cuboid patch-based geometric interdependence function in padding mode.

        Parameters
        ----------
        interdependence_matrix_mode : str, optional
            Mode for the interdependence matrix. Defaults to 'padding'.
        *args : tuple
            Additional positional arguments for the parent class.
        **kwargs : dict
            Additional keyword arguments for the parent class.
    """
    super().__init__(interdependence_matrix_mode='padding', *args, **kwargs)