Polynomial Module (numpy.polynomial.polynomial) — NumPy v1.11 Manual (original ) (raw )New in version 1.4.0.
This module provides a number of objects (mostly functions) useful for dealing with Polynomial series, including a Polynomial class that encapsulates the usual arithmetic operations. (General information on how this module represents and works with such polynomials is in the docstring for its “parent” sub-package, numpy.polynomial).
Polynomial Class¶
Polynomial (coef[, domain, window])
A power series class.
Basics¶
polyval (x, c[, tensor])
Evaluate a polynomial at points x.
polyval2d (x, y, c)
Evaluate a 2-D polynomial at points (x, y).
polyval3d (x, y, z, c)
Evaluate a 3-D polynomial at points (x, y, z).
polygrid2d (x, y, c)
Evaluate a 2-D polynomial on the Cartesian product of x and y.
polygrid3d (x, y, z, c)
Evaluate a 3-D polynomial on the Cartesian product of x, y and z.
polyroots (c)
Compute the roots of a polynomial.
polyfromroots (roots)
Generate a monic polynomial with given roots.
Fitting¶
polyfit (x, y, deg[, rcond, full, w])
Least-squares fit of a polynomial to data.
polyvander (x, deg)
Vandermonde matrix of given degree.
polyvander2d (x, y, deg)
Pseudo-Vandermonde matrix of given degrees.
polyvander3d (x, y, z, deg)
Pseudo-Vandermonde matrix of given degrees.
Calculus¶
polyder (c[, m, scl, axis])
Differentiate a polynomial.
polyint (c[, m, k, lbnd, scl, axis])
Integrate a polynomial.
Algebra¶
polyadd (c1, c2)
Add one polynomial to another.
polysub (c1, c2)
Subtract one polynomial from another.
polymul (c1, c2)
Multiply one polynomial by another.
polymulx (c)
Multiply a polynomial by x.
polydiv (c1, c2)
Divide one polynomial by another.
polypow (c, pow[, maxpower])
Raise a polynomial to a power.