Interpolation Python Packages

pygrinder

PyGrinder: a Python toolkit for grinding data beans into the incomplete for real-world data simulation by introducing missing values with different missingness patterns, including MCAR (complete at random), MAR (at random), MNAR (not at random), sub sequence missing, and block missing

121K 66 6

easing-functions

A collection of Penner's easing functions for Python

83K 131 11

pykrige

Kriging Toolkit for Python

69K 854 202

loopstructural

LoopStructural is an open-source 3D structural geological modelling library.

38K 268 54

verde

Processing and gridding spatial data, machine-learning style

14K 655 74

interpn

N-dimensional interpolation methods in Rust and Python, no-std compatible

13K 70 3

catsmoothing

Smoothing Shapely Geometries with Catmull-Rom Splines

13K 4 0

gempy

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.

8K 1K 268

stratify

Vectorized interpolators for Nd atmospheric and oceanographic data

7K 31 19

lagrange

Pure-Python implementation of Lagrange interpolation over finite fields.

6K 3 4

akima

Akima interpolation.

6K 1 0

pyinterp

Python library for optimized interpolation.

5K 136 17

interpolatepy

🚀 InterpolatePy: A fast and precise Python library for production-ready trajectory planning, offering 20+ algorithms for C² continuous splines, jerk-limited S-curves, and quaternion interpolation for robotics, animation, and scientific computing.

3K 24 4

whittaker-eilers

A sparse matrix implementation of Whittaker-Eilers smoothing and interpolation

3K 45 4

regridding

Numba-accelerated interpolation routines

3K 2 0

torchcurves

Parametric differentiable curves with PyTorch for continuous embeddings, shape-restricted models, or KANs

3K 64 2

startinpy

A Python library for modelling and processing 2.5D terrains using a (2D) Delaunay triangulation.

2K 38 7

dicfg

No description available

876 1 1

itk-genericlabelinterpolator

The basic idea of this generic interpolator for label images is to interpolate each label with an ordinary image interpolator, and return the label with the highest value. This is the idea used by the itk::LabelImageGaussianInterpolateImageFunction interpolator. Unfortunately, this class is currently limited to Gaussian interpolation. Using generic programming, our proposed interpolator extends this idea to any image interpolator. Combined with linear interpolation, this results in similar or better accuracy and much improved computation speeds on a test image.

846 4 7