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New package: py-ctgan (#28050)

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Co-authored-by: Sid Pendelberry <sid@rit.edu>
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Jen Herting 2021-12-20 22:07:21 -05:00 committed by GitHub
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# Copyright 2013-2021 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 PyCtgan(PythonPackage):
"""CTGAN is a collection of Deep Learning based Synthetic
Data Generators for single table data, which are able to
learn from real data and generate synthetic clones with
high fidelity."""
homepage = "https://github.com/sdv-dev/CTGAN"
pypi = "ctgan/ctgan-0.5.0.tar.gz"
version('0.5.0', sha256='b8a5dbf21dab2d2e2690013f13feb0922f5bad13440b15bc031ce9d58c7fb988')
depends_on('python@3.6:', type=('build', 'run'))
depends_on('py-setuptools', type='build')
depends_on('py-packaging@20:21', type=('build', 'run'))
depends_on('py-numpy@1.18:1.19', type=('build', 'run'), when='^python@3.6')
depends_on('py-numpy@1.20:1', type=('build', 'run'), when='^python@3.7:')
depends_on('py-pandas@1.1.3:1', type=('build', 'run'))
depends_on('py-scikit-learn@0.24:1', type=('build', 'run'))
depends_on('py-torch@1.8.0:1', type=('build', 'run'))
depends_on('py-torchvision@0.9', type=('build', 'run'))
depends_on('py-rdt@0.6.1:0.6', type=('build', 'run'))