How can I create a 3D plot using SciPy?

How can I create a 3D plot using SciPy?

You can use the mpl_toolkits.mplot3d module along with Matplotlib to create 3D plots. Do you have specific data in mind?

Yes, I have some data points for a surface plot.

Great! You can use ax.plot_surface() to create a surface plot. Could you share your data points?

I have X, Y, and Z arrays. How do I format them?

You should ensure that X and Y are 2D arrays representing the grid, and Z is the height values. Would you like a code example?

Yes, please provide a code example!

Here's a simple example:

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

X = np.arange(-5, 5, 0.25)
Y = np.arange(-5, 5, 0.25)
X, Y = np.meshgrid(X, Y)
Z = np.sin(np.sqrt(X**2 + Y**2))

fig = plt.figure()
ax = fig.add_subplot(111, projection='3d')
ax.plot_surface(X, Y, Z, cmap='viridis')
plt.show()