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base.py
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Wed, May 8, 01:06
# Copyright (C) 2018 by the RROMPy authors
#
# This file is part of RROMPy.
#
# RROMPy is free software: you can redistribute it and/or modify
# it under the terms of the GNU Lesser General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# RROMPy is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU Lesser General Public License for more details.
#
# You should have received a copy of the GNU Lesser General Public License
# along with RROMPy. If not, see <http://www.gnu.org/licenses/>.
#
from itertools import product
from .kernel import kernels
from rrompy.utilities.exception_manager import RROMPyException
from rrompy.utilities.poly_fitting.polynomial.base import (polybases as pbP,
polyfitname as pfnP,
polydomcoeff as polydomcoeffB)
__all__ = ['rbbases', 'polybases', 'polyfitname', 'polydomcoeff']
rbbases = list(kernels.keys())
polybases = [x + "_" + y for x, y in product(pbP, rbbases)]
def polyfitname(basis:str) -> str:
basissp = basis.split("_")
if len(basissp) != 2 or basissp[1].upper() not in rbbases:
raise RROMPyException("Polynomial-radial basis combination not "
"recognized.")
return pfnP(basissp[0]) + "_" + basissp[1].lower()
def polydomcoeff(n:int, basis:str) -> float:
return polydomcoeffB(n, basis.split("_")[0])

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