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spline_basis

Template

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: [email protected]