Index
Shared SciPy helpers.
from subsurfaceio.scipy_utils import interpolate1d
import numpy as np
f = interpolate1d(np.array([1.0, 10.0]), np.array([2.0, 20.0]), xspace='log')
f(np.array([3.0]))
Classes:
| Name | Description |
|---|---|
interpolate1d |
Extends scipy.interpolate.interp1d to interpolate/extrapolate in log space. |
Bases: interp1d
Extends scipy.interpolate.interp1d to interpolate/extrapolate in log space.
Source: https://github.com/scipy/scipy/issues/15146#issuecomment-1089402272
This class wraps the standard 1D interpolator to automatically transform the input coordinates and/or dependent values into base-10 logarithmic space before interpolation, and maps the outputs back upon evaluation.
Attributes:
| Name | Type | Description |
|---|---|---|
xspace |
Literal['linear', 'log']
|
The chosen coordinate space for the x-axis ('linear' or 'log'). |
yspace |
Literal['linear', 'log']
|
The chosen coordinate space for the y-axis ('linear' or 'log'). |