gemseo.mlearning.resampling.bootstrap module#
A bootstrap tool for resampling and surrogate modeling.
- class Bootstrap(sample_indices, n_replicates=100, seed=0)[source]#
Bases:
BaseResampler
A bootstrap tool for resampling and surrogate modeling.
- Parameters:
sample_indices (NDArray[int]) -- The original indices of the samples.
n_replicates (int) --
The number of bootstrap replicates.
By default it is set to 100.
seed (int | None) --
The seed to initialize the random generator. If
None
, then fresh, unpredictable entropy will be pulled from the OS.By default it is set to 0.