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val.py
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Tue, Apr 30, 14:19
# 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/>.
#
import numpy as np
from copy import deepcopy as copy
from rrompy.utilities.base.types import Np1D, Np2D, paramList
from rrompy.parameter import checkParameterList
from rrompy.utilities.poly_fitting.polynomial import polyval as pvP
__all__ = ['polyval']
def polyval(x:paramList, c:Np2D, poles:Np1D,
basis : str = "MONOMIAL_HEAVISIDE") -> Np2D:
x = checkParameterList(x, 1)[0]
poles = poles.flatten()
if len(c) > len(poles):
basisp = basis.split("_")[0]
c0 = pvP(x, c[len(poles) :], basisp)
else:
c0 = np.zeros(c.shape[1:] + (len(x),), dtype = c.dtype)
csh = copy(c0.shape)
if len(csh) == 1: c0 = c0.reshape(1, -1)
for j in range(len(x)):
muDiff = 1. / (x[j] - poles)
val = muDiff.dot(c[: len(poles)])
try:
c0[..., j] += val
except:
c0[..., j] += val.flatten()
if len(csh) == 1: c0 = c0.flatten()
return c0

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