pep8

3 files changed, 19 insertions, 18 deletions

diff --git a/test/test_emd_multi.py b/test/test_emd_multi.py
index ee0a20e..99173e9 100644
--- a/test/test_emd_multi.py
+++ b/test/test_emd_multi.py
@@ -7,31 +7,30 @@ Created on Fri Mar 10 09:56:06 2017
 """
 
 import numpy as np
-import pylab as pl
-import ot
 
+import ot
 from ot.datasets import get_1D_gauss as gauss
-reload(ot.lp)
+# reload(ot.lp)
 
 #%% parameters
 
-n=5000 # nb bins
+n = 5000  # nb bins
 
 # bin positions
-x=np.arange(n,dtype=np.float64)
+x = np.arange(n, dtype=np.float64)
 
 # Gaussian distributions
-a=gauss(n,m=20,s=5) # m= mean, s= std
+a = gauss(n, m=20, s=5)  # m= mean, s= std
 
-ls= range(20,1000,10)
-nb=len(ls)
-b=np.zeros((n,nb))
+ls = range(20, 1000, 10)
+nb = len(ls)
+b = np.zeros((n, nb))
 for i in range(nb):
-    b[:,i]=gauss(n,m=ls[i],s=10)
+    b[:, i] = gauss(n, m=ls[i], s=10)
 
 # loss matrix
-M=ot.dist(x.reshape((n,1)),x.reshape((n,1)))
-#M/=M.max()
+M = ot.dist(x.reshape((n, 1)), x.reshape((n, 1)))
+# M/=M.max()
 
 #%%
 
@@ -39,10 +38,10 @@ print('Computing {} EMD '.format(nb))
 
 # emd loss 1 proc
 ot.tic()
-emd_loss4=ot.emd2(a,b,M,1)
+emd_loss4 = ot.emd2(a, b, M, 1)
 ot.toc('1 proc : {} s')
 
 # emd loss multipro proc
 ot.tic()
-emd_loss4=ot.emd2(a,b,M)
+emd_loss4 = ot.emd2(a, b, M)
 ot.toc('multi proc : {} s')
diff --git a/test/test_gpu_sinkhorn.py b/test/test_gpu_sinkhorn.py
index bfa2cd2..841f062 100644
--- a/test/test_gpu_sinkhorn.py
+++ b/test/test_gpu_sinkhorn.py
@@ -3,8 +3,10 @@ import numpy as np
 import time
 import ot.gpu
 
+
 def describeRes(r):
-    print("min:{:.3E}, max::{:.3E}, mean::{:.3E}, std::{:.3E}".format(np.min(r),np.max(r),np.mean(r),np.std(r)))
+    print("min:{:.3E}, max::{:.3E}, mean::{:.3E}, std::{:.3E}".format(
+        np.min(r), np.max(r), np.mean(r), np.std(r)))
 
 
 for n in [5000, 10000, 15000, 20000]:
@@ -23,4 +25,4 @@ for n in [5000, 10000, 15000, 20000]:
     print("Normal sinkhorn, time: {:6.2f} sec ".format(time2 - time1))
     describeRes(G1)
     print("   GPU sinkhorn, time: {:6.2f} sec ".format(time3 - time2))
-    describeRes(G2)
\ No newline at end of file
+    describeRes(G2)
diff --git a/test/test_load_module.py b/test/test_load_module.py
index a04c5df..d77261e 100644
--- a/test/test_load_module.py
+++ b/test/test_load_module.py
@@ -4,7 +4,7 @@ import ot
 import doctest
 
 # test lp solver
-doctest.testmod(ot.lp,verbose=True)
+doctest.testmod(ot.lp, verbose=True)
 
 # test bregman solver
-doctest.testmod(ot.bregman,verbose=True)
+doctest.testmod(ot.bregman, verbose=True)