尝试使用(http://www.astroml.org/book_figures/chapter3/fig_weibull_distribution.html)上可用的代码在python3中绘制weibull分布图
# Author: Jake VanderPlas
# License: BSD
# The figure produced by this code is published in the textbook
# "Statistics, Data Mining, and Machine Learning in Astronomy" (2013)
# For more information, see http://astroML.github.com
# To report a bug or issue, use the following forum:
# https://groups.google.com/forum/#!forum/astroml-general
import numpy as np
from scipy.stats import dweibull
from matplotlib import pyplot as plt
#----------------------------------------------------------------------
# This function adjusts matplotlib settings for a uniform feel in the textbook.
# Note that with usetex=True, fonts are rendered with LaTeX. This may
# result in an error if LaTeX is not installed on your system. In that case,
# you can set usetex to False.
from astroML.plotting import setup_text_plots
setup_text_plots(fontsize=8, usetex=True)
#------------------------------------------------------------
# Define the distribution parameters to be plotted
k_values = [0.5, 1, 2, 2]
lam_values = [1, 1, 1, 2]
linestyles = ['-', '--', ':', '-.', '--']
mu = 0
x = np.linspace(-10, 10, 1000)
#------------------------------------------------------------
# plot the distributions
fig, ax = plt.subplots(figsize=(5, 3.75))
for (k, lam, ls) in zip(k_values, lam_values, linestyles):
dist = dweibull(k, mu, lam)
plt.plot(x, dist.pdf(x), ls=ls, c='black',
label=r'$k=%.1f,\ \lambda=%i$' % (k, lam))
plt.xlim(0, 5)
plt.ylim(0, 0.6)
plt.xlabel('$x$')
plt.ylabel(r'$p(x|k,\lambda)$')
plt.title('Weibull Distribution')
plt.legend()
plt.show()
我想知道以下错误:
RuntimeError: LaTeX was not able to process the following string:
b'lp'
Here is the full report generated by LaTeX:
<matplotlib.figure.Figure at 0x22c11c7a2e8>
我无法弄清楚“b'lp”的位置。