A Python library for polynomial interpolation, including Lagrange interpolation.
Project description
Pollypocket
Description
Pollypocket is a Python library for calculate and solve lagrange interpolation polynomials.
Dependencies
- Sympy: A Python library for symbolic mathematics.
Installation and Usage
Install the library using the terminal:
pip install pollypocket
Then, import it in your python project:
import pollypocket as pyp
Lagrange Polynomial Interpolation
Parameters
points: A list of tuples, where each tuple contains a point in the form $(x_i, y_i).
>>> import pollypocket as pyp
>>> points = [[1, 3], [2, 1], [3, 5]]
>>> lagrange_polynomial = pyp.lagrange_polynomial(points)
>>> print(lagrange_polynomial)
3*x**2 - 11*x + 11
Evaluate Polynomial
Parameters
expression: The polynomial expression in string format. This is created using the lagrange_interpolation function.x: The value at which the polynomial is to be evaluated.
>>> import pollypocket as pyp
>>> points = [[1, 3], [2, 1], [3, 5]]
>>> lagrange_polynomial = pyp.lagrange_polynomial(points)
>>> value = pyp.evaluate_polynomial(lagrange_polynomial, 2)
>>> print(value)
1.0
How to contribute
Feel free to contribute to this project by forking the repository and creating a pull request. You can also create an issue if you find any bugs or want to suggest a new feature 😄.
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