numpy.polynomial.polynomial.Polynomial¶

class numpy.polynomial.polynomial.Polynomial(coef, domain=None, window=None)[source]

A power series class.

The Polynomial class provides the standard Python numerical methods ‘+’, ‘-’, ‘*’, ‘//’, ‘%’, ‘divmod’, ‘**’, and ‘()’ as well as the attributes and methods listed in the ABCPolyBase documentation.

Parameters
coefarray_like

Polynomial coefficients in order of increasing degree, i.e., (1, 2, 3) give 1 + 2*x + 3*x**2.

domain(2,) array_like, optional

Domain to use. The interval [domain, domain] is mapped to the interval [window, window] by shifting and scaling. The default value is [-1, 1].

window(2,) array_like, optional

Window, see domain for its use. The default value is [-1, 1].

New in version 1.6.0.

Attributes
basis_name

Methods

 __call__(arg) Call self as a function. basis(deg[, domain, window]) Series basis polynomial of degree deg. cast(series[, domain, window]) Convert series to series of this class. convert([domain, kind, window]) Convert series to a different kind and/or domain and/or window. copy() Return a copy. cutdeg(deg) Truncate series to the given degree. degree() The degree of the series. deriv([m]) Differentiate. fit(x, y, deg[, domain, rcond, full, w, window]) Least squares fit to data. fromroots(roots[, domain, window]) Return series instance that has the specified roots. has_samecoef(other) Check if coefficients match. has_samedomain(other) Check if domains match. has_sametype(other) Check if types match. has_samewindow(other) Check if windows match. identity([domain, window]) Identity function. integ([m, k, lbnd]) Integrate. linspace([n, domain]) Return x, y values at equally spaced points in domain. mapparms() Return the mapping parameters. roots() Return the roots of the series polynomial. trim([tol]) Remove trailing coefficients truncate(size) Truncate series to length size.