deephyper.skopt.sampler#
Utilities for generating initial sequences.
Classes
Generate samples from a regular grid. |
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Creates Halton sequence samples. |
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Creates Hammersley sequence samples. |
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Latin hypercube sampling |
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Generates a new quasirandom Sobol' vector with each call. |
Inspired by jonathf/chaospy distributions/sampler/sequences/grid.py |
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Inspired by jonathf/chaospy distributions/sampler/sequences/halton.py |
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Inspired by jonathf/chaospy distributions/sampler/sequences/hammersley.py |
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Lhs functions are inspired by clicumu/pyDOE2 master/pyDOE2/doe_lhs.py |
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Authors: Original FORTRAN77 version of i4_sobol by Bennett Fox. |