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You're reading from  Scientific Computing with Python - Second Edition

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Published inJul 2021
Reading LevelIntermediate
PublisherPackt
ISBN-139781838822323
Edition2nd Edition
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Authors (3):
Claus Führer
Claus Führer
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Claus Führer

Claus Führer is a professor of scientific computations at Lund University, Sweden. He has an extensive teaching record that includes intensive programming courses in numerical analysis and engineering mathematics across various levels in many different countries and teaching environments. Claus also develops numerical software in research collaboration with industry and received Lund University's Faculty of Engineering Best Teacher Award in 2016.
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4.5 Functions to construct arrays

The usual way to set up an array is via a list. But there are also a couple of convenient methods for generating special arrays, which are given in Table 4.5:

Methods

Shape

Generates

zeros((n,m))

(n,m)

Matrix filled with zeros

ones((n,m)) 

(n,m)

Matrix filled with ones

full((n,m),q)

(n,m)

Matrix filled with

diag(v,k) 

(n,n)

(Sub-, super-) diagonal matrix from a vector

random.rand(n,m) 

(n,m)

Matrix filled with uniformly distributed random numbers in (0,1)

arange(n)

(n,)

First  integers

linspace(a,b,n) 

(n,)

Vector with  equispaced points between  and

Table 4.5: Commands to create arrays

These commands may take additional arguments. In particular, the commands zeros, ones, full, and arange take dtype as an optional argument. The default type is float, except for arange. There are also methods...

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Scientific Computing with Python - Second Edition
Published in: Jul 2021Publisher: PacktISBN-13: 9781838822323

Authors (3)

author image
Claus Führer

Claus Führer is a professor of scientific computations at Lund University, Sweden. He has an extensive teaching record that includes intensive programming courses in numerical analysis and engineering mathematics across various levels in many different countries and teaching environments. Claus also develops numerical software in research collaboration with industry and received Lund University's Faculty of Engineering Best Teacher Award in 2016.
Read more about Claus Führer