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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:
- $\mathrm{M}$-Splines: Non-negative spline functions which integrate to 1 over the support of the basis function.
- $\mathrm{I}$-Splines: Monotone spline functions defined as the integral of M-splines.
Notes:
- The M/I splines are based on
Ramsay (1988)
and thePraat manual
. This specific implementation is a jit-compiled version of the implementation in thedms_variants
python package but with a different API (dms_variants
Source Code).
TODO:
- Enable
cahe=True
fornb.jit
- replace asserts with exceptions.
maintainer: Biprateep Dey
contact: biprateep@pitt.edu
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