Minor updates to titles in examples.

SimPEG/Examples/Utils_surface2ind_topo.py

@@ -2,8 +2,12 @@ from SimPEG import *
 from SimPEG.Utils import surface2ind_topo
 
 
-def run(plotIt=False, nx = 5, ny = 5):
+def run(plotIt=False, nx=5, ny=5):
     """
+
+        Utils: surface2ind_topo
+        =======================
+
         Here we show how to use :code:`Utils.surface2ind_topo` to identify cells below
         a topographic surface.
 
@@ -13,27 +17,25 @@ def run(plotIt=False, nx = 5, ny = 5):
     xtopo = np.linspace(mesh.gridN[:,0].min(), mesh.gridN[:,0].max())
     topo = 0.4*np.sin(xtopo*5) # define a topographic surface
 
-    Topo = np.hstack([Utils.mkvc(xtopo,2),Utils.mkvc(topo,2)]) #make it an array
+    Topo = np.hstack([Utils.mkvc(xtopo,2), Utils.mkvc(topo,2)]) #make it an array
 
-    indcc = surface2ind_topo(mesh, Topo,'CC')
+    indcc = surface2ind_topo(mesh, Topo, 'CC')
 
     if plotIt:
         from matplotlib.pylab import plt
         from scipy.interpolate import interp1d
-        fig, ax = plt.subplots(1,1,figsize=(6,6))
+        fig, ax = plt.subplots(1,1, figsize=(6,6))
         mesh.plotGrid(ax=ax, nodes=True, centers=True)
         ax.plot(xtopo,topo,'k',linewidth=1)
-        # ax.plot(mesh.vectorNx, interp1d(xtopo,topo)(mesh.vectorNx),'--k',linewidth=3)
         ax.plot(mesh.vectorCCx, interp1d(xtopo,topo)(mesh.vectorCCx),'--k',linewidth=3)
 
-
         aveN2CC = Utils.sdiag(mesh.aveN2CC.T.sum(1))*mesh.aveN2CC.T
         a = aveN2CC * indcc
         a[a > 0] = 1.
         a[a < 0.25] = np.nan
         a = a.reshape(mesh.vnN, order='F')
         masked_array = np.ma.array(a, mask=np.isnan(a))
-        ax.pcolor(mesh.vectorNx,mesh.vectorNy,masked_array.T, cmap = plt.cm.gray,alpha=0.2)
+        ax.pcolor(mesh.vectorNx,mesh.vectorNy,masked_array.T, cmap=plt.cm.gray, alpha=0.2)
         plt.show()