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# Copyright 2013-2023 Lawrence Livermore National Security, LLC and other
# Spack Project Developers. See the top-level COPYRIGHT file for details.
#
# SPDX-License-Identifier: (Apache-2.0 OR MIT)
from spack.package import *
class RMlrmbo(RPackage):
"""Bayesian Optimization and Model-Based Optimization of Expensive
Black-Box Functions.
Flexible and comprehensive R toolbox for model-based optimization ('MBO'),
also known as Bayesian optimization. It is designed for both single- and
multi-objective optimization with mixed continuous, categorical and
conditional parameters. The machine learning toolbox 'mlr' provide dozens
of regression learners to model the performance of the target algorithm
with respect to the parameter settings. It provides many different infill
criteria to guide the search process. Additional features include
multi-point batch proposal, parallel execution as well as visualization and
sophisticated logging mechanisms, which is especially useful for teaching
and understanding of algorithm behavior. 'mlrMBO' is implemented in a
modular fashion, such that single components can be easily replaced or
adapted by the user for specific use cases."""
cran = "mlrMBO"
version("1.1.5.1", sha256="0cf26e5e9b180d15b932541cf081a552703a60edf762aafca9933c24ea91dc99")
version("1.1.5", sha256="7ab9d108ad06f6c5c480fa4beca69e09ac89bb162ae6c85fe7d6d25c41f359b8")
version("1.1.2", sha256="8e84caaa5d5d443d7019128f88ebb212fb095870b3a128697c9b64fe988f3efe")
version("1.1.1", sha256="e87d9912a9b4a968364584205b8ef6f7fea0b5aa043c8d31331a7b7be02dd7e4")
version("1.1.0", sha256="6ae82731a566333f06085ea2ce23ff2a1007029db46eea57d06194850350a8a0")
depends_on("r+X", type=("build", "run"))
depends_on("r-mlr@2.10:", type=("build", "run"))
depends_on("r-paramhelpers@1.10:", type=("build", "run"))
depends_on("r-smoof@1.5.1:", type=("build", "run"))
depends_on("r-backports@1.1.0:", type=("build", "run"))
depends_on("r-bbmisc@1.11:", type=("build", "run"))
depends_on("r-checkmate@1.8.2:", type=("build", "run"))
depends_on("r-data-table", type=("build", "run"))
depends_on("r-lhs", type=("build", "run"))
depends_on("r-parallelmap@1.3:", type=("build", "run"))
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