[merge] setup.py

GPy/testing/rv_transformation_tests.py

@@ -32,7 +32,7 @@ class RVTransformationTestCase(unittest.TestCase):
         m.theta.unconstrain()
         m.theta.constrain(trans)
         # The PDF of the transformed variables
-        p_phi = lambda(phi): np.exp(-m._objective_grads(phi)[0])
+        p_phi = lambda phi : np.exp(-m._objective_grads(phi)[0])
         # To the empirical PDF of:
         theta_s = prior.rvs(100000)
         phi_s = trans.finv(theta_s)
@@ -56,7 +56,7 @@ class RVTransformationTestCase(unittest.TestCase):
         # The following test cannot be very accurate
         self.assertTrue(np.linalg.norm(pdf_phi - kde(phi)) / np.linalg.norm(kde(phi)) <= 1e-1)
         # Check the gradients at a few random points
-        for i in xrange(10):
+        for i in range(10):
             m.theta = theta_s[i]
             self.assertTrue(m.checkgrad(verbose=True))
 
@@ -73,7 +73,7 @@ if __name__ == '__main__':
     m.theta.set_prior(prior)
 
     # The following should return the PDF in terms of the transformed quantities
-    p_phi = lambda(phi): np.exp(-m._objective_grads(phi)[0])
+    p_phi = lambda phi : np.exp(-m._objective_grads(phi)[0])
 
     # Let's look at the transformation phi = log(exp(theta - 1))
     trans = GPy.constraints.Exponent()

setup.py

@@ -1,11 +1,12 @@
 #!/usr/bin/env python
 # -*- coding: utf-8 -*-
-
+from __future__ import print_function
 import os
 import sys
 from setuptools import setup, Extension
 import numpy as np
 
+
 def read(fname):
     return open(os.path.join(os.path.dirname(__file__), fname)).read()
 
@@ -22,7 +23,7 @@ exec(read('GPy/__version__.py'), version_dummy)
 __version__ = version_dummy['__version__']
 del version_dummy
 
-#Mac OS X Clang doesn't support OpenMP th the current time.
+#Mac OS X Clang doesn't support OpenMP at the current time.
 #This detects if we are building on a Mac
 def ismac():
     platform = sys.platform