Visual Studio Code – Tikzplotlib module throws attribute error: module 'webcolors' has no attribute 'CSS3_HEX_TO_NAMES'

I would like to convert matplotlib figures to PGFPlots/Tikz figures while using the module tikzplotlib:

import matplotlib.pyplot as plt
import numpy as np
import tikzplotlib

x = np.linspace(0, 2*np.pi, 51)
y = np.sin(x)

plt.plot(x, y)
plt.xlabel("x")
plt.ylabel("y")

tikzplotlib.save('test.tex')

When I run this code, I get an attribute error:

AttributeError: module 'webcolors' has no attribute 'CSS3_HEX_TO_NAMES'

The documentations of tikzplotlib and webcolors did not give me an idea to solve this.

I have found related questions(1, 2) to the described attribute error from the webcolors module without a solution for me.

Is someone able to reproduce this error or knows a solution for this?

I am working with python 3.9.5, webcolors 24.6.0 and tikzplotlib 0.10.1 in Visual Studio Code Version 1.90.2 on Windows 11.