dwrappr.generators module

dwrappr.generators.sklearn_regression(**kwargs) → DataSet

Generates a regression dataset using the make_regression function from sklearn and returns it as a DataSet object. The dataset includes predefined features and target names, and is tagged as synthetic and non-time-series data.

Args:

**kwargs: Parameters to control the regression dataset generation behavior. These parameters are passed directly to the make_regression function. For further information about the parameters, see the sklearn documentation https://scikit-learn.org/stable/modules/generated/sklearn.datasets.make_regression.html.

Returns:

DataSet: A DataSet object containing the generated regression dataset, with metadata describing it.