matplotlib 3d 轴刻度、标签和 LaTeX

Question

我是运行this示例脚本，修改如下：

import matplotlib as mpl
from mpl_toolkits.mplot3d import Axes3D
import numpy as np
import matplotlib.pyplot as plt

mpl.rcParams['legend.fontsize'] = 10

fig = plt.figure()
ax = fig.gca(projection='3d')
theta = np.linspace(-4 * np.pi, 4 * np.pi, 100)
z = np.linspace(-2, 2, 100)
r = z**2 + 1
x = r * np.sin(theta)
y = r * np.cos(theta)
ax.plot(x, y, z, label='parametric curve')
ax.legend()

ax.set_xlabel('$X$', fontsize=20, rotation=150)
ax.set_ylabel('$Y$')
ax.set_zlabel(r'$\gamma$', fontsize=30, rotation=60)
ax.yaxis._axinfo['label']['space_factor'] = 3.0

plt.show()

如何将轴刻度调整为我选择的刻度？即，我如何让 z 轴只标记 2、0 和 -2，以及我想要的字体大小？我知道如何在 2D 中执行此操作，但不知道如何在 3D 中执行此操作。
上面的脚本生成以下内容：

为什么 x 轴标签扭曲了，我想用这个脚本来做，但 z 轴标签（伽马）却没有？这根本不符合逻辑。我需要这个用希腊字母标记的轴。我该如何解决这个问题？

Answer 1

How do I adjust the axis ticks to that of my choosing? I.e., how would I get the z-axis to only label 2, 0, and -2, and in the font size that I want? I know how to do this in 2D but not 3D.

您必须更改 zticks 的属性。

Why is the x-axis label distorted, which I wanted to do with this script, but not the z-axis label (gamma)? This does not make sense. I need this axis labeled in the Greek letter. How do I fix this?

您必须禁用 z 轴标签的自动旋转。看下面的代码：

import matplotlib as mpl
from mpl_toolkits.mplot3d import Axes3D
import numpy as np
import matplotlib.pyplot as plt

mpl.rcParams['legend.fontsize'] = 10

fig = plt.figure()
ax = fig.gca(projection='3d')
theta = np.linspace(-4 * np.pi, 4 * np.pi, 100)
z = np.linspace(-2, 2, 100)
r = z**2 + 1
x = r * np.sin(theta)
y = r * np.cos(theta)
ax.plot(x, y, z, label='parametric curve')
ax.legend()

ax.set_xlabel('$X$', fontsize=20)
ax.set_ylabel('$Y$')
ax.yaxis._axinfo['label']['space_factor'] = 3.0
# set z ticks and labels
ax.set_zticks([-2, 0, 2])
# change fontsize
for t in ax.zaxis.get_major_ticks(): t.label.set_fontsize(10)
# disable auto rotation
ax.zaxis.set_rotate_label(False) 
ax.set_zlabel('$\gamma$', fontsize=30, rotation = 0)
plt.show()

Answer 2

for 循环不是必需的，要更改刻度的大小，您可以使用：

    ax.zaxis.set_tick_params(labelsize=10)

matplotlib 3d 轴刻度、标签和 LaTeX

matplotlib 3d axes ticks, labels, and LaTeX

python

matplotlib

3d

latex

mplot3d