Modules#

SplineOps keeps its spline tools as independent public modules. Their maturity labels describe API and validation stability, not the importance of the underlying methods.

Stable#

Resize and ResizePlan

Native N-D interpolation and projection antialiasing, with explicit grids, axes, boundaries, output buffers, and a Python reference path.

Resize

Stabilizing#

TensorSpline

Continuous tensor-product spline models evaluated at arbitrary coordinates.

Spline Interpolation

Research modules#

These modules are experimental. Their APIs or validation contracts may change while their individual graduation audits remain open.

Affine

Spline-evaluated 2-D and 3-D geometric transforms.

Affine
Differentials

Gradients, Hessians, Laplacians, and derived features.

Differentials
Smoothing splines

Fractional and regularized smoothing methods.

Smoothing Splines
Adaptive regression

Sparse one-dimensional piecewise-linear models.

Adaptive Regression Splines
Multiscale

Spline pyramids and wavelet transforms.

Multiscale
Module maturity

Exact support boundaries, evidence, and remaining graduation work.

Project status and evidence