Old engine for Continuous Time Bayesian Networks. Superseded by reCTBN. 🐍
https://github.com/madlabunimib/PyCTBN
You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
190 lines
3.2 KiB
190 lines
3.2 KiB
"""
|
|
========================================
|
|
Interpolation (:mod:`scipy.interpolate`)
|
|
========================================
|
|
|
|
.. currentmodule:: scipy.interpolate
|
|
|
|
Sub-package for objects used in interpolation.
|
|
|
|
As listed below, this sub-package contains spline functions and classes,
|
|
1-D and multidimensional (univariate and multivariate)
|
|
interpolation classes, Lagrange and Taylor polynomial interpolators, and
|
|
wrappers for `FITPACK <http://www.netlib.org/dierckx/>`__
|
|
and DFITPACK functions.
|
|
|
|
Univariate interpolation
|
|
========================
|
|
|
|
.. autosummary::
|
|
:toctree: generated/
|
|
|
|
interp1d
|
|
BarycentricInterpolator
|
|
KroghInterpolator
|
|
barycentric_interpolate
|
|
krogh_interpolate
|
|
pchip_interpolate
|
|
CubicHermiteSpline
|
|
PchipInterpolator
|
|
Akima1DInterpolator
|
|
CubicSpline
|
|
PPoly
|
|
BPoly
|
|
|
|
|
|
Multivariate interpolation
|
|
==========================
|
|
|
|
Unstructured data:
|
|
|
|
.. autosummary::
|
|
:toctree: generated/
|
|
|
|
griddata
|
|
LinearNDInterpolator
|
|
NearestNDInterpolator
|
|
CloughTocher2DInterpolator
|
|
Rbf
|
|
interp2d
|
|
|
|
For data on a grid:
|
|
|
|
.. autosummary::
|
|
:toctree: generated/
|
|
|
|
interpn
|
|
RegularGridInterpolator
|
|
RectBivariateSpline
|
|
|
|
.. seealso::
|
|
|
|
`scipy.ndimage.map_coordinates`
|
|
|
|
Tensor product polynomials:
|
|
|
|
.. autosummary::
|
|
:toctree: generated/
|
|
|
|
NdPPoly
|
|
|
|
|
|
1-D Splines
|
|
===========
|
|
|
|
.. autosummary::
|
|
:toctree: generated/
|
|
|
|
BSpline
|
|
make_interp_spline
|
|
make_lsq_spline
|
|
|
|
Functional interface to FITPACK routines:
|
|
|
|
.. autosummary::
|
|
:toctree: generated/
|
|
|
|
splrep
|
|
splprep
|
|
splev
|
|
splint
|
|
sproot
|
|
spalde
|
|
splder
|
|
splantider
|
|
insert
|
|
|
|
Object-oriented FITPACK interface:
|
|
|
|
.. autosummary::
|
|
:toctree: generated/
|
|
|
|
UnivariateSpline
|
|
InterpolatedUnivariateSpline
|
|
LSQUnivariateSpline
|
|
|
|
|
|
|
|
2-D Splines
|
|
===========
|
|
|
|
For data on a grid:
|
|
|
|
.. autosummary::
|
|
:toctree: generated/
|
|
|
|
RectBivariateSpline
|
|
RectSphereBivariateSpline
|
|
|
|
For unstructured data:
|
|
|
|
.. autosummary::
|
|
:toctree: generated/
|
|
|
|
BivariateSpline
|
|
SmoothBivariateSpline
|
|
SmoothSphereBivariateSpline
|
|
LSQBivariateSpline
|
|
LSQSphereBivariateSpline
|
|
|
|
Low-level interface to FITPACK functions:
|
|
|
|
.. autosummary::
|
|
:toctree: generated/
|
|
|
|
bisplrep
|
|
bisplev
|
|
|
|
Additional tools
|
|
================
|
|
|
|
.. autosummary::
|
|
:toctree: generated/
|
|
|
|
lagrange
|
|
approximate_taylor_polynomial
|
|
pade
|
|
|
|
.. seealso::
|
|
|
|
`scipy.ndimage.map_coordinates`,
|
|
`scipy.ndimage.spline_filter`,
|
|
`scipy.signal.resample`,
|
|
`scipy.signal.bspline`,
|
|
`scipy.signal.gauss_spline`,
|
|
`scipy.signal.qspline1d`,
|
|
`scipy.signal.cspline1d`,
|
|
`scipy.signal.qspline1d_eval`,
|
|
`scipy.signal.cspline1d_eval`,
|
|
`scipy.signal.qspline2d`,
|
|
`scipy.signal.cspline2d`.
|
|
|
|
``pchip`` is an alias of `PchipInterpolator` for backward compatibility
|
|
(should not be used in new code).
|
|
"""
|
|
from .interpolate import *
|
|
from .fitpack import *
|
|
|
|
# New interface to fitpack library:
|
|
from .fitpack2 import *
|
|
|
|
from .rbf import Rbf
|
|
|
|
from .polyint import *
|
|
|
|
from ._cubic import *
|
|
|
|
from .ndgriddata import *
|
|
|
|
from ._bsplines import *
|
|
|
|
from ._pade import *
|
|
|
|
__all__ = [s for s in dir() if not s.startswith('_')]
|
|
|
|
from scipy._lib._testutils import PytestTester
|
|
test = PytestTester(__name__)
|
|
del PytestTester
|
|
|
|
# Backward compatibility
|
|
pchip = PchipInterpolator
|
|
|