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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
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      A power series class.  | 
     
Constants
Arithmetic
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      Add one polynomial to another.  | 
     
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      Subtract one polynomial from another.  | 
     
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      Multiply a polynomial by x.  | 
     
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      Multiply one polynomial by another.  | 
     
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      Divide one polynomial by another.  | 
     
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      Raise a polynomial to a power.  | 
     
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      Evaluate a polynomial at points x.  | 
     
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      Evaluate a 2-D polynomial at points (x, y).  | 
     
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      Evaluate a 3-D polynomial at points (x, y, z).  | 
     
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      Evaluate a 2-D polynomial on the Cartesian product of x and y.  | 
     
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      Evaluate a 3-D polynomial on the Cartesian product of x, y and z.  | 
     
Calculus
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      Differentiate a polynomial.  | 
     
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      Integrate a polynomial.  | 
     
Misc Functions
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      Generate a monic polynomial with given roots.  | 
     
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      Compute the roots of a polynomial.  | 
     
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      Evaluate a polynomial specified by its roots at points x.  | 
     
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      Vandermonde matrix of given degree.  | 
     
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      Pseudo-Vandermonde matrix of given degrees.  | 
     
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      Pseudo-Vandermonde matrix of given degrees.  | 
     
Return the companion matrix of c.  | 
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      Least-squares fit of a polynomial to data.  | 
     
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      Remove “small” “trailing” coefficients from a polynomial.  | 
     
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      Returns an array representing a linear polynomial.  | 
     
See Also
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Licensed under the 3-clause BSD License.
 https://numpy.org/doc/1.20/reference/routines.polynomials.polynomial.html