[英]Turn off axes in subplots
I have the following code: 我有以下代码:
import matplotlib.pyplot as plt
import matplotlib.image as mpimg
import matplotlib.cm as cm
img = mpimg.imread("lena.jpg")
f, axarr = plt.subplots(2, 2)
axarr[0,0].imshow(img, cmap = cm.Greys_r)
axarr[0,0].set_title("Rank = 512")
rank = 128
new_img = prune_matrix(rank, img)
axarr[0,1].imshow(new_img, cmap = cm.Greys_r)
axarr[0,1].set_title("Rank = %s" %rank)
rank = 32
new_img = prune_matrix(rank, img)
axarr[1,0].imshow(new_img, cmap = cm.Greys_r)
axarr[1,0].set_title("Rank = %s" %rank)
rank = 16
new_img = prune_matrix(rank, img)
axarr[1,1].imshow(new_img, cmap = cm.Greys_r)
axarr[1,1].set_title("Rank = %s" %rank)
plt.show()
However, the result is pretty ugly because of the values on the axes: 但是,由于轴上的值,结果非常难看:
How can I turn off axes values for all subplots simultaneously? 如何同时关闭所有子图的轴值?
You can turn the axes off by following the advice in Veedrac's comment (linking to here ) with one small modification. 您可以按照Veedrac评论中的建议(链接到此处 )通过一个小修改来关闭轴。
Rather than using plt.axis('off')
you should use ax.axis('off')
where ax
is a matplotlib.axes
object. 您应该使用
ax.axis('off')
而不是使用plt.axis('off')
ax.axis('off')
,其中ax
是matplotlib.axes
对象。 To do this for your code you simple need to add axarr[0,0].axis('off')
and so on for each of your subplots. 要为您的代码执行此操作,您只需为每个子图添加
axarr[0,0].axis('off')
等等。
The code below shows the result (I've removed the prune_matrix
part because I don't have access to that function, in the future please submit fully working code. ) 下面的代码显示了结果(我删除了
prune_matrix
部分,因为我无法访问该函数, 将来请提交完整的代码。 )
import matplotlib.pyplot as plt
import matplotlib.image as mpimg
import matplotlib.cm as cm
img = mpimg.imread("stewie.jpg")
f, axarr = plt.subplots(2, 2)
axarr[0,0].imshow(img, cmap = cm.Greys_r)
axarr[0,0].set_title("Rank = 512")
axarr[0,0].axis('off')
axarr[0,1].imshow(img, cmap = cm.Greys_r)
axarr[0,1].set_title("Rank = %s" % 128)
axarr[0,1].axis('off')
axarr[1,0].imshow(img, cmap = cm.Greys_r)
axarr[1,0].set_title("Rank = %s" % 32)
axarr[1,0].axis('off')
axarr[1,1].imshow(img, cmap = cm.Greys_r)
axarr[1,1].set_title("Rank = %s" % 16)
axarr[1,1].axis('off')
plt.show()
Note: To turn off only the x or y axis you can use set_visible()
eg: 注意:要仅关闭x或y轴,可以使用
set_visible()
例如:
axarr[0,0].xaxis.set_visible(False) # Hide only x axis
import matplotlib.pyplot as plt
fig, ax = plt.subplots(2, 2)
To turn off axes for all subplots, do either: 要关闭所有子图的轴,请执行以下任一操作:
[axi.set_axis_off() for axi in ax.ravel()]
or 要么
map(lambda axi: axi.set_axis_off(), ax.ravel())
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