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Showing posts with the label Interpolation

Why Is Scipy's Ndimage.map_coordinates Returning No Values Or Wrong Results For Some Arrays?

Code Returning Correct value but not always returning a value In the following code, python is retu… Read more Why Is Scipy's Ndimage.map_coordinates Returning No Values Or Wrong Results For Some Arrays?

Using Radial Basis Functions To Interpolate A Function On A Sphere

First, a bit of background: I am using spherical harmonics as an example of a function on the surfa… Read more Using Radial Basis Functions To Interpolate A Function On A Sphere

Differentiate A 2d Cubic Spline In Python

I'm using interpolate.interp2d() to fit a 2-D spline over a function. How can I get the first d… Read more Differentiate A 2d Cubic Spline In Python

Contour Plot Data (lat,lon,value) Within Boundaries And Export Geojson

I'm trying to interpolate data within boundaries and plot contour lines (polygons) based on Lat… Read more Contour Plot Data (lat,lon,value) Within Boundaries And Export Geojson

Why Does Matlab Interp1 Produce Different Results Than Numpy Interp?

EDIT: Code edited to produce results consistent with Matlab. See below. I am converting Matlab scri… Read more Why Does Matlab Interp1 Produce Different Results Than Numpy Interp?

Unable To Use `scipy.interpolate.rectbivariatespline` With `matplotlib.pyplot,plot_surface`

I tried building a minimal example to reproduce a problem I was having. Please ignore the randomly … Read more Unable To Use `scipy.interpolate.rectbivariatespline` With `matplotlib.pyplot,plot_surface`

How Can I Perform Two-dimensional Interpolation Using Scipy?

This Q&A is intended as a canonical(-ish) concerning two-dimensional (and multi-dimensional) in… Read more How Can I Perform Two-dimensional Interpolation Using Scipy?

Python - Interpolation On Dataframe Values

My code: import pandas as pd import numpy as np from scipy.interpolate import interp1d def interpo… Read more Python - Interpolation On Dataframe Values