7b9f8abce5
Add language dependencies `c`, `cxx`, and `fortran`. These `depends_on` statements are auto-generated based on file extensions found in source tarballs/zipfiles. The `# generated` comment can be removed by package maintainers after validating correctness.
46 lines
2.3 KiB
Python
46 lines
2.3 KiB
Python
# Copyright 2013-2024 Lawrence Livermore National Security, LLC and other
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# Spack Project Developers. See the top-level COPYRIGHT file for details.
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#
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# SPDX-License-Identifier: (Apache-2.0 OR MIT)
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from spack.package import *
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class RMlrmbo(RPackage):
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"""Bayesian Optimization and Model-Based Optimization of Expensive
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Black-Box Functions.
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Flexible and comprehensive R toolbox for model-based optimization ('MBO'),
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also known as Bayesian optimization. It is designed for both single- and
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multi-objective optimization with mixed continuous, categorical and
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conditional parameters. The machine learning toolbox 'mlr' provide dozens
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of regression learners to model the performance of the target algorithm
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with respect to the parameter settings. It provides many different infill
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criteria to guide the search process. Additional features include
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multi-point batch proposal, parallel execution as well as visualization and
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sophisticated logging mechanisms, which is especially useful for teaching
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and understanding of algorithm behavior. 'mlrMBO' is implemented in a
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modular fashion, such that single components can be easily replaced or
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adapted by the user for specific use cases."""
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cran = "mlrMBO"
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version("1.1.5.1", sha256="0cf26e5e9b180d15b932541cf081a552703a60edf762aafca9933c24ea91dc99")
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version("1.1.5", sha256="7ab9d108ad06f6c5c480fa4beca69e09ac89bb162ae6c85fe7d6d25c41f359b8")
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version("1.1.2", sha256="8e84caaa5d5d443d7019128f88ebb212fb095870b3a128697c9b64fe988f3efe")
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version("1.1.1", sha256="e87d9912a9b4a968364584205b8ef6f7fea0b5aa043c8d31331a7b7be02dd7e4")
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version("1.1.0", sha256="6ae82731a566333f06085ea2ce23ff2a1007029db46eea57d06194850350a8a0")
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depends_on("c", type="build") # generated
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depends_on("r+X", type=("build", "run"))
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depends_on("r-mlr@2.10:", type=("build", "run"))
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depends_on("r-paramhelpers@1.10:", type=("build", "run"))
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depends_on("r-smoof@1.5.1:", type=("build", "run"))
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depends_on("r-backports@1.1.0:", type=("build", "run"))
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depends_on("r-bbmisc@1.11:", type=("build", "run"))
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depends_on("r-checkmate@1.8.2:", type=("build", "run"))
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depends_on("r-data-table", type=("build", "run"))
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depends_on("r-lhs", type=("build", "run"))
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depends_on("r-parallelmap@1.3:", type=("build", "run"))
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