41 lines
2.1 KiB
Python
41 lines
2.1 KiB
Python
# Copyright 2013-2020 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 import *
|
|
|
|
|
|
class RMlrmbo(RPackage):
|
|
"""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."""
|
|
|
|
homepage = "https://github.com/mlr-org/mlrMBO/"
|
|
url = "https://cloud.r-project.org/src/contrib/mlrMBO_1.1.1.tar.gz"
|
|
list_url = "https://cloud.r-project.org/src/contrib/Archive/mlrMBO"
|
|
|
|
version('1.1.2', sha256='8e84caaa5d5d443d7019128f88ebb212fb095870b3a128697c9b64fe988f3efe')
|
|
version('1.1.1', sha256='e87d9912a9b4a968364584205b8ef6f7fea0b5aa043c8d31331a7b7be02dd7e4')
|
|
version('1.1.0', sha256='6ae82731a566333f06085ea2ce23ff2a1007029db46eea57d06194850350a8a0')
|
|
|
|
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'))
|