diabetes

Bases: tabular_dataloader

A dataloader class for the Pima Indians Diabetes dataset.

This class extends the tabular_dataloader class to load and process the Pima Indians Diabetes dataset. The dataset contains medical data for 768 women of Pima Indian heritage, including several diagnostic measurements and a binary label indicating whether the individual has diabetes.

Attributes:

Name	Type	Description
`name`	`str, default = 'pima_indians_diabetes_dataset'`	The name of the dataset.
`data_contents`	`(list or tuple, optional)`	The contents of the Pima Indians Diabetes dataset, typically provided as a list of data entries.

Methods:

Name	Description
`__init__`	Initializes the Pima Indians Diabetes dataset dataloader.

Source code in tinybig/data/tabular_dataloader.py

class diabetes(tabular_dataloader):
    """
    A dataloader class for the Pima Indians Diabetes dataset.

    This class extends the `tabular_dataloader` class to load and process the Pima Indians Diabetes dataset.
    The dataset contains medical data for 768 women of Pima Indian heritage, including several diagnostic
    measurements and a binary label indicating whether the individual has diabetes.

    Attributes
    ----------
    name : str, default = 'pima_indians_diabetes_dataset'
        The name of the dataset.
    data_contents : list or tuple, optional
        The contents of the Pima Indians Diabetes dataset, typically provided as a list of data entries.

    Methods
    ----------
    __init__(name, data_contents, ...)
        Initializes the Pima Indians Diabetes dataset dataloader.
    """
    def __init__(self, name='pima_indians_diabetes_dataset', data_contents=Pima_indian_Diabetes_Dataset, *args, **kwargs):
        """
        Initializes the Pima Indians Diabetes dataset dataloader.

        Parameters
        ----------
        name : str, default = 'pima_indians_diabetes_dataset'
            The name of the dataset.
        data_contents : list or tuple, optional
            The contents of the Pima Indians Diabetes dataset.

        Returns
        -------
        None
        """
        super().__init__(name=name, data_contents=data_contents, *args, **kwargs)

`init(name='pima_indians_diabetes_dataset', data_contents=Pima_indian_Diabetes_Dataset, *args, **kwargs)`

Initializes the Pima Indians Diabetes dataset dataloader.

Parameters:

Name	Type	Description	Default
`name`	`str`	The name of the dataset.	`= 'pima_indians_diabetes_dataset'`
`data_contents`	`list or tuple`	The contents of the Pima Indians Diabetes dataset.	`Pima_indian_Diabetes_Dataset`

Returns:

Type	Description
`None`

Source code in tinybig/data/tabular_dataloader.py

def __init__(self, name='pima_indians_diabetes_dataset', data_contents=Pima_indian_Diabetes_Dataset, *args, **kwargs):
    """
    Initializes the Pima Indians Diabetes dataset dataloader.

    Parameters
    ----------
    name : str, default = 'pima_indians_diabetes_dataset'
        The name of the dataset.
    data_contents : list or tuple, optional
        The contents of the Pima Indians Diabetes dataset.

    Returns
    -------
    None
    """
    super().__init__(name=name, data_contents=data_contents, *args, **kwargs)

diabetes

__init__(name='pima_indians_diabetes_dataset', data_contents=Pima_indian_Diabetes_Dataset, *args, **kwargs)

`init(name='pima_indians_diabetes_dataset', data_contents=Pima_indian_Diabetes_Dataset, *args, **kwargs)`