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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 PyTpot(PythonPackage):
"""
A Python Automated Machine Learning tool that optimizes machine learning
pipelines using genetic programming.
"""
homepage = "https://epistasislab.github.io/tpot/"
pypi = "tpot/TPOT-0.11.5.tar.gz"
license("LGPL-3.0-only")
version("0.11.7", sha256="64ff1845efdec3d9c70b35587f719cc0821722f27d16f542f83bf81f448e3ff1")
version("0.11.5", sha256="909be08b29165ce48de5e5d2e3fd73fee9aeeaf1030f2e0912ce0f0bd9c3d2f3")
depends_on("py-setuptools", type="build")
depends_on("python@3.5:", type=("build", "run"))
depends_on("py-deap@1.2:", type=("build", "run"))
depends_on("py-numpy@1.16.3:", type=("build", "run"))
depends_on("py-scikit-learn@0.22.0:", type=("build", "run"))
depends_on("py-scipy@1.3.1:", type=("build", "run"))
depends_on("py-tqdm@4.36.1:", type=("build", "run"))
depends_on("py-stopit@1.1.1:", type=("build", "run"))
depends_on("py-pandas@0.24.2:", type=("build", "run"))
depends_on("py-joblib@0.13.2:", type=("build", "run"))
depends_on("py-update-checker@0.16:", type=("build", "run"))
depends_on("py-xgboost@1.1.0:", type=("build", "run"), when="@0.11.7:")
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