seldonian.utils.hyperparam_utils.bootstrap_sample_dataset

bootstrap_sample_dataset(dataset, n_bootstrap_samples, regime)

Bootstrap sample a dataset of size n_bootstrap_samples from the data points

in dataset.

Parameters:

• dataset (pandas DataFrame) – The original dataset from which to resample

• n_bootstrap_samples (int) – The size of the bootstrapped dataset

• savename (str) – Path to save the bootstrapped dataset.