Index

A

Anaconda resources, [1]

anonymous functions lambda expressions, [1]

C

conditionals applied to arrays curve fitting linear linear; exponential function linear; power law function linear; power-law function linear; with weighting nonlinear

D

discrete Fourier transforms

E

eigenvalue problems

F

fast Fourier transforms see discrete Fourier transforms FFTs see discrete Fourier transforms functions arguments; **kwargs arguments; *args arguments; keyword arguments; positional arguments; variable number fast array processing looping over arrays multiple inputs and/or outputs user defined

I

IPython IPython Notebook

L

lambda expressions, [1] linear algebra eigenvalue problems generalized eigenvalue problem Hermitian and banded matrices solving systems of equations

list comprehension, [1] logical operators loops for loops while loops

N

non-linear equations Bisection method Brent method Newton-Raphson method Ridder method solving systems of nonlinear equations

numerical integration double integrals integrals of polynomials single integrals

O

ODEs numerical solutions

R

roots of equations see non-linear equations

S

SciPy discrete Fourier transforms linear algebra non-linear equations nonlinear curve fitting numerical integration ODEs solving systems of equations special functions

solving non-linear equations see non-linear equations Spyder resources