Source code for evalml.demos.diabetes

import pandas as pd
import woodwork as ww
from sklearn.datasets import load_diabetes as load_diabetes_sk


def load_diabetes():
    """Load diabetes dataset. Regression problem

    Returns:
        (pd.Dataframe, pd.Series): X and y
    """
    data = load_diabetes_sk()
    X = pd.DataFrame(data.data, columns=data.feature_names)
    y = pd.Series(data.target)

    X.ww.init()
    y = ww.init_series(y)

    return X, y