Independent, Identical Distributed Data (i.i.d.)¶
IIDBootstrap
is the standard bootstrap that is appropriate for data that is
either i.i.d. or at least not serially dependant.

Bootstrap using uniform resampling 
Independent Samples¶
IndependentSamplesBootstrap
is a bootstrap that is appropriate for
data is totally independent, and where each variable may have a different sample size. This
type of data arises naturally in experimental settings, e.g., website A/B testing.

Bootstrap where each input is independently resampled 