ex-6: generated plots

All the usefull plots were generated and the codes were suitably modified
for this purpose.

ex-6/dist-plot.py

@@ -6,7 +6,8 @@ import sys
 n = int(input())
 a, b, f = loadtxt(sys.stdin, unpack=True)
 
-figure(figsize=(6.3, 3))
+figure(figsize=(6.3, 2.5))
+plt.rcParams['font.size'] = 8
 
 subplot(131)
 title('FFT')
@@ -29,4 +30,6 @@ hist(a[2*n:], insert(b[2*n:], 0, a[2*n]), weights=f[2*n:],
 ticklabel_format(style='sci', axis='x', scilimits=(0, 0), useMathText=True)
 
 tight_layout()
-show()
+
+name = (sys.argv[1] if len(sys.argv) > 1 else "prova")
+savefig('notes/images/' + name + '.pdf' )

ex-6/plot.py

@@ -3,7 +3,8 @@
 from pylab import *
 import sys
 
-rcParams['font.size'] = 12
+plt.figure(figsize=(5, 3))
+rcParams['font.size'] = 8
 
 a, b, f = loadtxt(sys.stdin, unpack=True)
 title(sys.argv[1] if len(sys.argv) > 1 else "", loc='right')
@@ -11,5 +12,7 @@ hist(a, np.insert(b, 0, a[0]), weights=100*f/sum(f),
      histtype='stepfilled', color='#e3c5ca', edgecolor='#92182b')
 xlabel(r'$\theta$ (radians)')
 ylabel(r'$I(\theta)$ (a.u.)')
+
 tight_layout()
-show()
+name = sys.argv[2] if len(sys.argv) > 2 else "prova"
+savefig('notes/images/' + name + '.pdf' )

ex-6/plots/emd-round-conv.txt

@@ -0,0 +1,75 @@
+#rounds mean stddev skew
+#σ = 1
+    1  1.88e-04  1.4e-05  0.26
+    2  3.17e-04  1.4e-05  0.19
+    3  1.80e-04  1.4e-05  0.27
+    4  2.02e-04  1.5e-05  0.21
+    5  1.70e-04  1.4e-05  0.27
+    6  1.64e-04  1.4e-05  0.27
+    7  1.75e-04  1.4e-05  0.27
+    8  1.67e-04  1.4e-05  0.27
+    9  1.61e-04  1.4e-05  0.26
+   10  1.57e-04  1.4e-05  0.25
+   11  1.59e-04  1.4e-05  0.26
+   12  1.56e-04  1.4e-05  0.25
+   13  1.54e-04  1.4e-05  0.25
+   14  1.53e-04  1.4e-05  0.25
+   15  1.51e-04  1.4e-05  0.25
+   16  1.50e-04  1.3e-05  0.25
+   17  1.49e-04  1.3e-05  0.25
+   18  1.48e-04  1.3e-05  0.25
+   19  1.46e-04  1.3e-05  0.25
+   20  1.47e-04  1.3e-05  0.25
+   40  1.35e-04  1.3e-05  0.29
+   60  1.28e-04  1.3e-05  0.31
+   80  1.24e-04  1.3e-05  0.33
+  100  1.21e-04  1.3e-05  0.35
+  400  1.02e-04  1.2e-05  0.40
+  800  9.37e-05  1.1e-05  0.36
+ 1600  8.61e-05  1.0e-05  0.27
+ 3800  7.98e-05  9.2e-06  0.26
+ 7600  7.97e-05  9.2e-06  0.28
+10000  8.06e-05  9.2e-06  0.26
+15000  8.16e-05  9.2e-06  0.25
+#σ = 0.5
+ 1     1.17e-04  8.0e-06  0.25
+ 2     2.47e-05  3.0e-06  0.32
+ 3     3.65e-05  3.8e-06  0.35
+ 4     5.85e-05  5.4e-06  0.34
+ 5     1.48e-05  3.3e-06  0.51
+ 6     1.82e-05  3.0e-06  0.44
+ 7     1.22e-05  3.8e-06  0.42
+ 8     1.31e-05  3.6e-06  0.47
+ 9     1.19e-05  3.9e-06  0.38
+10     1.17e-05  3.9e-06  0.36
+11     1.16e-05  4.0e-06  0.35
+12     1.16e-05  4.0e-06  0.34
+13     1.16e-05  4.0e-06  0.34
+14     1.16e-05  4.0e-06  0.34
+15     1.16e-05  4.0e-06  0.34
+16     1.16e-05  4.0e-06  0.34
+17     1.16e-05  4.0e-06  0.34
+18     1.16e-05  4.0e-06  0.34
+19     1.16e-05  4.0e-06  0.34
+20     1.16e-05  4.0e-06  0.34
+#σ = 0.1
+ 1     4.23e-16  3.1e-16  0.81
+ 2     4.23e-16  3.2e-16  0.85
+ 3     4.24e-16  3.1e-16  0.87
+ 4     4.24e-16  3.1e-16  0.88
+ 5     4.25e-16  3.2e-16  0.82
+ 6     4.25e-16  3.2e-16  0.82
+ 7     4.24e-16  3.1e-16  0.87
+ 8     4.24e-16  3.1e-16  0.87
+ 9     4.24e-16  3.1e-16  0.87
+10     4.25e-16  3.2e-16  0.82
+11     4.25e-16  3.2e-16  0.82
+12     4.24e-16  3.1e-16  0.87
+13     4.25e-16  3.2e-16  0.82
+14     4.24e-16  3.1e-16  0.87
+15     4.25e-16  3.2e-16  0.82
+16     4.24e-16  3.1e-16  0.87
+17     4.25e-16  3.2e-16  0.82
+18     4.24e-16  3.1e-16  0.87
+19     4.25e-16  3.2e-16  0.82
+20     4.24e-16  3.1e-16  0.87

ex-6/plots/emd-round.py

@@ -3,10 +3,11 @@ import matplotlib.pyplot as plt
 
 
 def plot(table, title='', log=False):
-    plt.figure(figsize=(6.3, 6))
+    plt.figure(figsize=(5, 2))
+    plt.rcParams['font.size'] = 8
     plt.suptitle(title)
 
-    plt.subplot(211)
+    plt.subplot(111)
     if log:
         plt.xscale('log')
     plt.title('EMD' + ' '*10, loc='right')
@@ -24,20 +25,22 @@ def plot(table, title='', log=False):
     twin.ticklabel_format(style='sci', axis='y',
                           scilimits=(0, 0), useMathText=True)
 
-    plt.subplot(212)
+    # plt.subplot(212)
-    if log:
+    # if log:
-        plt.xscale('log')
+    #     plt.xscale('log')
-    plt.title('skewness', loc='right')
+    # plt.title('skewness', loc='right')
-    plt.xlabel('RL rounds')
+    # plt.xlabel('RL rounds')
-    plt.plot(table[0], table[3], color='xkcd:gray')
+    # plt.plot(table[0], table[3], color='xkcd:gray')
 
     plt.tight_layout()
 
 
-table = np.loadtxt('ex-6/plots/emd-round.txt')
+table = np.loadtxt('ex-6/plots/emd-round-noise.txt')
 
-plot(table[:27].T, title='noiseless', log=True)
+# plot(table[:27].T, title='noiseless', log=True)
-plot(table[27:47].T, title=r'noise at $\sigma=0.005$')
+plot(table[27:47].T, title=r'noise at $\sigma_N = 0.005$')
-plot(table[47:67].T, title=r'noise at $\sigma=0.01$')
+plt.savefig('notes/images/6-rounds-noise-0.005.pdf')
-plot(table[67:].T, title=r'noise at $\sigma=0.05$')
+plot(table[47:67].T, title=r'noise at $\sigma_N = 0.01$')
-plt.show()
+plt.savefig('notes/images/6-rounds-noise-0.01.pdf')
+plot(table[67:].T,   title=r'noise at $\sigma_N = 0.05$')
+plt.savefig('notes/images/6-rounds-noise-0.05.pdf')