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SciPy Recipes
book

SciPy Recipes

by Luiz Felipe Martins, Ke Wu, Ruben Oliva Ramos, V Kishore Ayyadevara
December 2017
Intermediate to advanced
386 pages
10h 42m
English
Packt Publishing
Content preview from SciPy Recipes

Calculus, Interpolation, and Differential Equations

In this chapter, we will present the following recipes:

  • Integration
  • Computing integrals using a Gaussian quadrature
  • Computing integrals with weighting functions
  • Computing multiple integrals
  • Interpolation
  • Computing a polynomial interpolation for a set of data points
  • Univariate interpolation
  • Finding a cubic spline that interpolates a set of data
  • Defining a B-spline for a given set of control points
  • Differentiation
  • Solving a one-dimensional ordinary differential equation
  • Solving a system of ordinary differential equations
  • Solving differential equations and systems with parameters
  • Using ode and the objected-oriented interface to solve differential equations
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Publisher Resources

ISBN: 9781788291460