deephyper.skopt.sampler

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.

base

grid

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

halton

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

hammersly

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

lhs

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

sobol

Authors: Original FORTRAN77 version of i4_sobol by Bennett Fox.