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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
© 2005–2020 NumPy Developers
Licensed under the 3-clause BSD License.
 https://numpy.org/doc/1.19/reference/routines.polynomials.polynomial.html