analistica/ex-5/plot.py

#!/usr/bin/env python

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


table = np.loadtxt(sys.stdin, unpack=True, skiprows=2, delimiter='|')
calls, I_MC, σ_MC, I_MI, σ_MI, I_VE, σ_VE, chi = table
exact = 1.7182818285

plt.figure()
# plt.figure(figsize=(5, 3))
# plt.rcParams['font.size'] = 8

plt.title('Plain MC', loc='right')
plt.ylabel('$I^{oss}$')
plt.xlabel('calls')
plt.xscale('log')

plt.axhline(y=exact, color='#c556ea', linestyle='-', label='Exact value')
plt.errorbar(calls, I_MC, linestyle='', marker='o', yerr=σ_MC,
             color='#92182b', label='Plain MC')
plt.errorbar(calls, I_MI, linestyle='', marker='o', yerr=σ_MI,
             color='black',   label='MISER')
plt.errorbar(calls, I_VE, linestyle='', marker='o', yerr=σ_VE,
             color='gray',    label='VEGAS')
plt.legend()

# plt.tight_layout()
# plt.savefig('notes/images/5-test.pdf')
plt.show()