I've got the following plots:
It would look nicer if they have the same width. Do you have any idea how to do it in ipython notebook when I am using %matplotlib inline
?
UPDATE:
To generate both figures I am using the following functions:
import numpy as np
import matplotlib.pyplot as plt
def show_plots2d(title, plots, points, xlabel = '', ylabel = ''):
"""
Shows 2D plot.
Arguments:
title : string
Title of the plot.
plots : array_like of pairs like array_like and array_like
List of pairs,
where first element is x axis and the second is the y axis.
points : array_like of pairs like integer and integer
List of pairs,
where first element is x coordinate
and the second is the y coordinate.
xlabel : string
Label of x axis
ylabel : string
Label of y axis
"""
xv, yv = zip(*plots)
y_exclNone = [y[y != np.array(None)] for y in yv]
y_mins, y_maxs = zip(*
[(float(min(y)), float(max(y))) for y in y_exclNone]
)
y_min = min(y_mins)
y_max = max(y_maxs)
y_amp = y_max - y_min
plt.figure().suptitle(title)
plt.axis(
[xv[0][0], xv[0][-1], y_min - 0.3 * y_amp, y_max + 0.3 * y_amp]
)
plt.xlabel(xlabel)
plt.ylabel(ylabel)
for x, y in plots:
plt.plot(x, y)
for x, y in points:
plt.plot(x, y, 'bo')
plt.show()
def show_plot3d(title, x, y, z, xlabel = '', ylabel = '', zlabel = ''):
"""
Shows 3D plot.
Arguments:
title : string
Title of the plot.
x : array_like
List of x coordinates
y : array_like
List of y coordinates
z : array_like
List of z coordinates
xlabel : string
Label of x axis
ylabel : string
Label of y axis
zlabel : string
Label of z axis
"""
plt.figure().suptitle(title)
plt.pcolormesh(x, y, z)
plt.axis([x[0], x[-1], y[0], y[-1]])
plt.xlabel(xlabel)
plt.ylabel(ylabel)
plt.colorbar().set_label(zlabel)
plt.show()
Next, to increase the size of the plot in the jupyter notebook use plt. rcParams[“figure. figsize”] method and set width and height of the plot.
In the Format Chart Area dialog box, click the Size tab. Under Size and rotate, in the Height and Width boxes, enter the numbers you want. Under Scale, in the Height and Width boxes, enter the numbers you want.
Use matplotlib. pyplot. figure() to set the width and height of a figure. Create a tuple of the form (width, height) , where width and height are the dimensions in inches.
%%writefile lets you output code developed in a Notebook to a Python module. The sys library connects a Python program to the system it is running on. The list sys. argv contains the command-line arguments that a program was run with.
If you use %pylab inline
you can (on a new line) insert the following command:
%pylab inline
pylab.rcParams['figure.figsize'] = (10, 6)
This will set all figures in your document (unless otherwise specified) to be of the size (10, 6)
, where the first entry is the width and the second is the height.
See this SO post for more details. https://stackoverflow.com/a/17231361/1419668
This is way I did it:
%matplotlib inline
import matplotlib.pyplot as plt
plt.rcParams["figure.figsize"] = (12, 9) # (w, h)
You can define your own sizes.
If you're not in an ipython notebook (like the OP), you can also just declare the size when you declare the figure:
width = 12
height = 12
plt.figure(figsize=(width, height))
If you love us? You can donate to us via Paypal or buy me a coffee so we can maintain and grow! Thank you!
Donate Us With