spline_basis

A python library to generate spline basis functions. Check out examples in the notebooks.

Installation:

From PyPi: pip install spline-basis

Currently supported basis functions:

1. $\mathrm{M}$-Splines: Non-negative spline functions which integrate to 1 over the support of the basis function.
2. $\mathrm{I}$-Splines: Monotone spline functions defined as the integral of M-splines.

Notes:

1. The M/I splines are based on Ramsay (1988)and the Praat manual. This specific implementation is a jit-compiled version of the implementation in the dms_variants python package but with a different API (dms_variants Source Code).

TODO:

1. Enable cahe=True for nb.jit
2. replace asserts with exceptions.

maintainer: Biprateep Dey contact: biprateep@pitt.edu