-
Notifications
You must be signed in to change notification settings - Fork 0
/
__init__.py
167 lines (118 loc) · 2.76 KB
/
__init__.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
"""
========================================
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 .fitpack import *