Merge pull request CamDavidsonPilon#156 from ugurthemaster/master

Update ClusteringWithGaussians.py

Author: CamDavidsonPilon

ExamplesFromChapters/Chapter3/ClusteringWithGaussians.py

@@ -1,4 +1,3 @@
-
 import pymc as pm
 
 
@@ -13,7 +12,7 @@
 centers = pm.Normal( "centers", [150, 150], [0.001, 0.001], size =2 )
 
 """
-The below determinsitic functions map a assingment, in this case 0 or 1,
+The below deterministic functions map a assingment, in this case 0 or 1,
 to a set of parameters, located in the (1,2) arrays `taus` and `centers.`
 """
 
@@ -35,4 +34,4 @@ def tau_i( assignment = assignment, taus = taus ):
 map_ = pm.MAP( model )
 map_.fit()
 mcmc = pm.MCMC( model )
-mcmc.sample( 100000, 50000 )
+mcmc.sample( 100000, 50000 )