在SciPy中,什么是"线性"插值？

Question

我无法在文档中或在线任何地方找到解释.什么是"线性"代表什么,它做什么？

Answer 1

看源头scipy/interpolate/interpolate.py, slinear是一个样条 1阶

if kind in ['zero', 'slinear', 'quadratic', 'cubic']:
    order = {'nearest': 0, 'zero': 0,'slinear': 1,
             'quadratic': 2, 'cubic': 3}[kind]
    kind = 'spline'

...

if kind in ('linear', 'nearest'):
    # Make a "view" of the y array that is rotated to the interpolation
    # axis.
    minval = 2
    if kind == 'linear':
        self._call = self._call_linear
    elif kind == 'nearest':
        self.x_bds = (x[1:] + x[:-1]) / 2.0
        self._call = self._call_nearest
else:
    minval = order + 1
    self._call = self._call_spline
    self._spline = splmake(x, y, order=order)

自从docs for splmake州:

def splmake(xk, yk, order=3, kind='smoothest', conds=None):
    """
    Return a representation of a spline given data-points at internal knots
    ...