shapiq.datasets.load_california_housing

shapiq.datasets.load_california_housing(*, to_numpy=False)

Load the California housing dataset.

Parameters:

to_numpy (bool) – Return numpy objects instead of pandas. Default is False.

Return type:

tuple[DataFrame, Series | DataFrame] | tuple[ndarray, ndarray]

Returns:

The California housing dataset as a pandas DataFrame.

Example

>>> from shapiq.datasets import load_california_housing
>>> x_data, y_data = load_california_housing()
>>> print(x_data.shape, y_data.shape)
((20640, 8), (20640,))