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Base Dataset

tensoris.data.dataset

Data Loading and Transformation Module.

Classes

BaseDataset

Base dataset class for handling input data transformations.

Source code in src/tensoris/data/dataset.py 
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class BaseDataset:
    """Base dataset class for handling input data transformations."""

    def __init__(self, data_path: str) -> None:
        """Initialize dataset from storage path.

        Args:
            data_path: Path to dataset files or directory.
        """
        self.data_path = data_path

    def __len__(self) -> int:
        """Return total sample count in dataset."""
        return 0
Methods:
__init__ 
__init__(data_path)

Initialize dataset from storage path.

Parameters:

Name Type Description Default
data_path str

Path to dataset files or directory.

 required
Source code in src/tensoris/data/dataset.py 
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def __init__(self, data_path: str) -> None:
    """Initialize dataset from storage path.

    Args:
        data_path: Path to dataset files or directory.
    """
    self.data_path = data_path
__len__ 
__len__()

Return total sample count in dataset.

Source code in src/tensoris/data/dataset.py 
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def __len__(self) -> int:
    """Return total sample count in dataset."""
    return 0