deephyper.skopt.sampler#

Utilities for generating initial sequences

Classes

Grid

Generate samples from a regular grid.

Halton

Creates Halton sequence samples.

Hammersly

Creates Hammersley sequence samples.

InitialPointGenerator

Lhs

Latin hypercube sampling

Sobol

Generates a new quasirandom Sobol' vector with each call.

deephyper.skopt.sampler.base

deephyper.skopt.sampler.grid

Inspired by jonathf/chaospy distributions/sampler/sequences/grid.py

deephyper.skopt.sampler.halton

Inspired by jonathf/chaospy distributions/sampler/sequences/halton.py

deephyper.skopt.sampler.hammersly

Inspired by jonathf/chaospy distributions/sampler/sequences/hammersley.py

deephyper.skopt.sampler.lhs

Lhs functions are inspired by clicumu/pyDOE2 master/pyDOE2/doe_lhs.py

deephyper.skopt.sampler.sobol

Authors: