Changes to bring page count down.

Made plots smaller, moved legends outside of plot (so smallersize
is still readable), moved plotting code into external modules.

code/book_plots.py

@@ -7,6 +7,26 @@ Created on Fri May  2 12:21:40 2014
 import matplotlib.pyplot as plt
 import numpy as np
 
+def plot_errorbars(bars, xlims):
+
+    i = 1.0
+    for bar in bars:
+        plt.errorbar([bar[0]], [i], xerr=[bar[1]], fmt='o', label=bar[2] , capthick=2, capsize=10)
+        i += 0.2
+
+    plt.ylim(0, 2)
+    plt.xlim(xlims[0], xlims[1])
+    show_legend()
+    plt.gca().axes.yaxis.set_ticks([])
+    plt.show()
+    
+        
+
+
+def show_legend():
+    plt.legend(loc='center left', bbox_to_anchor=(1, 0.5))
+
+
 def bar_plot(pos, ylim=(0,1), title=None):
     plt.cla()
     ax = plt.gca()

code/gh_internal.py

@@ -1,6 +1,7 @@
 import numpy as np
 import pylab as plt
 from matplotlib.patches import Circle, Rectangle, Polygon, Arrow, FancyArrow
+import book_plots
 
 def create_predict_update_chart(box_bg = '#CCCCCC',
                 arrow1 = '#88CCFF',
@@ -119,6 +120,80 @@ def plot_estimate_chart_3():
     plt.ylabel('weight (lbs)')
     plt.show()
 
+def plot_hypothesis():
+    plt.errorbar([1, 2, 3], [170, 161, 169], 
+                 xerr=0, yerr=10, fmt='bo', capthick=2, capsize=10)
 
+    plt.plot([1, 3], [180, 160], color='g', ls='--')
+    plt.plot([1, 3], [170, 170], color='g', ls='--')
+    plt.plot([1, 3], [160, 175], color='g', ls='--')
+    plt.plot([1, 2, 3], [180, 152, 179], color='g', ls='--')
+    plt.xlim(0,4); plt.ylim(150, 185)
+    plt.xlabel('day')
+    plt.ylabel('lbs')
+    plt.tight_layout()
+    plt.show()
+    
+def plot_hypothesis2():
+    plt.errorbar(range(1, 11), [169, 170, 169,171, 170, 171, 169, 170, 169, 170], 
+                 xerr=0, yerr=6, fmt='bo', capthick=2, capsize=10)
+    plt.plot([1, 10], [169, 170.5], color='g', ls='--')
+    plt.xlim(0, 11); plt.ylim(150, 185)
+    plt.xlabel('day')
+    plt.ylabel('lbs')
+    plt.show()
+    
+    
+def plot_hypothesis3():   
+    weights = [158.0, 164.2, 160.3, 159.9, 162.1, 164.6,
+           169.6, 167.4, 166.4, 171.0, 171.2, 172.6]
+    plt.errorbar(range(1, 13), weights,
+                 xerr=0, yerr=6, fmt='o', capthick=2, capsize=10)
+
+    plt.xlim(0, 13); plt.ylim(145, 185)
+    plt.xlabel('day')
+    plt.ylabel('weight (lbs)')
+    plt.show()
+
+    
+def plot_hypothesis4():
+    weights = [158.0, 164.2, 160.3, 159.9, 162.1, 164.6,
+           169.6, 167.4, 166.4, 171.0, 171.2, 172.6]
+
+    ave = np.sum(weights) / len(weights)
+    plt.errorbar(range(1,13), weights, label='weights',
+                 yerr=6, fmt='o', capthick=2, capsize=10)
+    plt.plot([1, 12], [ave,ave], c='r', label='hypothesis')
+    plt.xlim(0, 13); plt.ylim(145, 185)
+    plt.xlabel('day')
+    plt.ylabel('weight (lbs)')
+    book_plots.show_legend()
+    plt.show()
+
+    
+def plot_hypothesis5():   
+    weights = [158.0, 164.2, 160.3, 159.9, 162.1, 164.6,
+           169.6, 167.4, 166.4, 171.0, 171.2, 172.6]
+
+    xs = range(1, len(weights)+1)
+    line = np.poly1d(np.polyfit(xs, weights, 1))
+    plt.errorbar(range(1, 13), weights, label='weights',
+                 yerr=5, fmt='o', capthick=2, capsize=10)
+    plt.plot (xs, line(xs), c='r', label='hypothesis')
+    plt.xlim(0, 13); plt.ylim(145, 185)
+    plt.xlabel('day')
+    plt.ylabel('weight (lbs)')
+    book_plots.show_legend()
+    plt.show()
+
+def plot_g_h_results(measurements, filtered_data, 
+                     title='', z_label='Scale', ):    
+    book_plots.plot_measurements(measurements, label=z_label)
+    book_plots.plot_filter(filtered_data)
+    book_plots.show_legend()
+    plt.title(title)
+    plt.gca().set_xlim(left=0,right=len(measurements))
+    plt.show()
+    
 if __name__ == '__main__':
     create_predict_update_chart()

styles/custom2.css

@@ -83,7 +83,7 @@
         color: #1d3b84;
         font-size: 16pt;
         margin-bottom: 0em;
-        margin-top: 1.5em;
+        margin-top: 0.5em;
         display: block;
         white-space: nowrap;
     }
@@ -107,6 +107,11 @@
         overflow-y: scroll;
         max-height: 50000px;
     }
+    div.output_wrapper{
+        margin-top:0.2em;
+        margin-bottom:0.2em;
+}
+
     code{
       font-size: 70%;
     }