New in version 1.4.0.
Power Series (numpy.polynomial.polynomial)
This module provides a number of objects (mostly functions) useful for dealing with polynomials, including a Polynomial
class that encapsulates the usual arithmetic operations. (General information on how this module represents and works with polynomial objects is in the docstring for its “parent” sub-package, numpy.polynomial
).
Classes
| A power series class. |
Constants
Arithmetic
| Add one polynomial to another. |
| Subtract one polynomial from another. |
| Multiply a polynomial by x. |
| Multiply one polynomial by another. |
| Divide one polynomial by another. |
| Raise a polynomial to a power. |
| Evaluate a polynomial at points x. |
| Evaluate a 2-D polynomial at points (x, y). |
| Evaluate a 3-D polynomial at points (x, y, z). |
| Evaluate a 2-D polynomial on the Cartesian product of x and y. |
| Evaluate a 3-D polynomial on the Cartesian product of x, y and z. |
Calculus
| Differentiate a polynomial. |
| Integrate a polynomial. |
Misc Functions
| Generate a monic polynomial with given roots. |
| Compute the roots of a polynomial. |
| Evaluate a polynomial specified by its roots at points x. |
| Vandermonde matrix of given degree. |
| Pseudo-Vandermonde matrix of given degrees. |
| Pseudo-Vandermonde matrix of given degrees. |
Return the companion matrix of c. | |
| Least-squares fit of a polynomial to data. |
| Remove “small” “trailing” coefficients from a polynomial. |
| Returns an array representing a linear polynomial. |
See Also
© 2005–2020 NumPy Developers
Licensed under the 3-clause BSD License.
https://numpy.org/doc/1.19/reference/routines.polynomials.polynomial.html