User Guide

This guide provides detailed explanations, tutorials, and examples to use the modules available in SplineOps.

Module Overview

Spline Interpolation

Extensible Python-based interpolation class for multidimensional data.

Spline Interpolation

Resize

Fast, top quality projection methods to resample multidimensional data.

Resize

Affine

Affine transforms on 2D/3D data using spline interpolation.

Affine

Adaptive Regression Splines

Perform sparsest linear regression on 1D data.

Adaptive Regression Splines

Smoothing Splines

Fit splines to noisy data.

Smoothing Splines

Differentials

Compute first and second-order derivatives on 2D images.

Differentials

Multiscale

Analyze 1D signals and 2D images at multiple scales.

Multiscale