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You're reading from  Scientific Computing with Python 3

Product typeBook
Published inDec 2016
Reading LevelBeginner
PublisherPackt
ISBN-139781786463517
Edition1st 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.
Read more about Claus Führer

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Basic plotting


The standard plotting function is plot. Calling plot(x,y) creates a figure window with a plot of y as a function of x. The input arguments are arrays (or lists) of equal length. It is also possible to use plot(y), in which case the values in y will be plotted against their index, that is, plot(y) is a short form of plot(range(len(y)),y).

Here is an example that shows how to plot sin(x) for x ϵ [-2π, 2π]  using 200 sample points and sets markers at every fourth point:

# plot sin(x) for some interval
x = linspace(-2*pi,2*pi,200)
plot(x,sin(x))

# plot marker for every 4th point
samples = x[::4]
plot(samples,sin(samples),'r*')

# add title and grid lines
title('Function sin(x) and some points plotted')
grid()

The result is shown in the following figure (Figure 6.1):

Figure 6.1: A plot of the function sin(x) with grid lines shown.

As you can see, the standard plot is a solid blue curve. Each axis gets automatically scaled to fit...

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Scientific Computing with Python 3
Published in: Dec 2016Publisher: PacktISBN-13: 9781786463517

Authors (3)

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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.
Read more about Claus Führer