Merge pull request CamDavidsonPilon#14 from quantopian/remove-unnecessary-comments

Removed unnecessary code comments from scipts

Author: mmargenot

Chapter2_MorePyMC/separation_plot.py

@@ -26,11 +26,10 @@ def separation_plot( p, y, **kwargs ):
         p = p.reshape( n, 1 )
         M = p.shape[1]
 
-    #colors = np.array( ["#fdf2db", "#e44a32"] )
     colors_bmh = np.array( ["#eeeeee", "#348ABD"] )
 
 
-    fig = plt.figure( )#figsize = (8, 1.3*M) )
+    fig = plt.figure( )
 
     for i in range(M):
         ax = fig.add_subplot(M, 1, i+1)
@@ -43,8 +42,6 @@ def separation_plot( p, y, **kwargs ):
                  linewidth = 1.,drawstyle="steps-post" )
         #create expected value bar.
         ax.vlines( [(1-p[ix,i]).sum()], [0], [1] )
-        #ax.grid(False)
-        #ax.axis('off')
         plt.xlim( 0, n)
 
     plt.tight_layout()

Chapter4_TheGreatestTheoremNeverTold/top_crazyideas_submissions.py

@@ -16,31 +16,14 @@
 i = 0
 while i < n_sub:
     top_submission = next(top_submissions)
-    #while "i.imgur.com" not in top_submission.url:
-    #    #make sure it is linking to an image, not a webpage.
-    #    top_submission = next(top_submissions)
     i+=1
 
-#print("Post contents: \n", top_submission.title)
 top_post = top_submission.title
-#top_submission.replace_more_comments(limit=5, threshold=0)
-#print(top_post_url)
 
 upvotes = []
 downvotes = []
 contents = []
-"""_all_comments = top_submission.comments
-all_comments=[]
-for comment in _all_comments:
-            try:
-                #ups = int(round((ratio*comment.score)/(2*ratio - 1)) if ratio != 0.5 else round(comment.score/2))
-                #upvotes.append(ups)
-                #downvotes.append(ups - comment.score)
-                scores.append( comment.score )
-                contents.append( comment.body )
-            except Exception as e:
-                continue
-"""
+
 for sub in top_submissions:
     try:
         ratio = reddit.get_submission(sub.permalink).upvote_ratio

Chapter5_LossFunctions/draw_sky2.py

@@ -6,7 +6,6 @@ def draw_sky(galaxies):
     """adapted from Vishal Goklani"""
     size_multiplier = 45
     fig = plt.figure(figsize=(10,10))
-    #fig.patch.set_facecolor("blue")
     ax = fig.add_subplot(111, aspect='equal')
     n = galaxies.shape[0]
     for i in range(n):

Chapter6_Priorities/other_strats.py

@@ -3,7 +3,6 @@
 
 import scipy.stats as stats
 import numpy as np
-#from pymc import rbeta
 
 rand = np.random.rand
 beta = stats.beta