diff --git a/pywafo/.project b/pywafo/.project
index 723695c..4b2c5b8 100644
--- a/pywafo/.project
+++ b/pywafo/.project
@@ -1,17 +1,17 @@
-
-
- svn_pywafo
-
-
-
-
-
- org.python.pydev.PyDevBuilder
-
-
-
-
-
- org.python.pydev.pythonNature
-
-
+
+
+ svn_pywafo
+
+
+
+
+
+ org.python.pydev.PyDevBuilder
+
+
+
+
+
+ org.python.pydev.pythonNature
+
+
diff --git a/pywafo/.pydevproject b/pywafo/.pydevproject
index d844cda..7ff1370 100644
--- a/pywafo/.pydevproject
+++ b/pywafo/.pydevproject
@@ -1,5 +1,5 @@
-
-
-python 2.7
-Default
-
+
+
+python 2.7
+Default
+
diff --git a/pywafo/src/wafo/stats/_binned_statistic.py b/pywafo/src/wafo/stats/_binned_statistic.py
index a022ace..ff5d353 100644
--- a/pywafo/src/wafo/stats/_binned_statistic.py
+++ b/pywafo/src/wafo/stats/_binned_statistic.py
@@ -3,7 +3,7 @@ from __future__ import division, print_function, absolute_import
import warnings
import numpy as np
-from scipy.lib.six import callable
+from scipy._lib.six import callable
def binned_statistic(x, values, statistic='mean',
diff --git a/pywafo/src/wafo/stats/_distn_infrastructure.py b/pywafo/src/wafo/stats/_distn_infrastructure.py
index 05901a5..3fb23b0 100644
--- a/pywafo/src/wafo/stats/_distn_infrastructure.py
+++ b/pywafo/src/wafo/stats/_distn_infrastructure.py
@@ -4,7 +4,7 @@
#
from __future__ import division, print_function, absolute_import
-from scipy.lib.six import string_types, exec_
+from scipy._lib.six import string_types, exec_
import sys
import keyword
@@ -2011,7 +2011,7 @@ class rv_continuous(rv_generic):
return output
def link(self, x, logSF, theta, i):
- '''
+ '''
Return theta[i] as function of quantile, survival probability and
theta[j] for j!=i.
@@ -2034,7 +2034,7 @@ class rv_continuous(rv_generic):
theta[i] = link(x, logSF, theta, i),
where logSF = log(Prob(X>x; theta)).
- See also
+ See also
estimation.Profile
'''
return self._link(x, logSF, theta, i)
@@ -2288,7 +2288,7 @@ class rv_continuous(rv_generic):
# invert the Hessian matrix (i.e. invert the observed information number)
#pcov = -pinv(H);
- return - H
+ return - H
# return starting point for fit (shape arguments + loc + scale)
def _fitstart(self, data, args=None):
diff --git a/pywafo/src/wafo/stats/_numpy_compat.py b/pywafo/src/wafo/stats/_numpy_compat.py
index 071d2eb..5bebf50 100644
--- a/pywafo/src/wafo/stats/_numpy_compat.py
+++ b/pywafo/src/wafo/stats/_numpy_compat.py
@@ -7,7 +7,7 @@ import warnings
import numpy as np
-from scipy.lib._version import NumpyVersion
+from scipy._lib._version import NumpyVersion
if NumpyVersion(np.__version__) > '1.7.0.dev':
_assert_warns = np.testing.assert_warns
diff --git a/pywafo/src/wafo/stats/kde.py b/pywafo/src/wafo/stats/kde.py
index c6cf197..85ddbf1 100644
--- a/pywafo/src/wafo/stats/kde.py
+++ b/pywafo/src/wafo/stats/kde.py
@@ -23,7 +23,7 @@ from __future__ import division, print_function, absolute_import
import warnings
# Scipy imports.
-from scipy.lib.six import callable, string_types
+from scipy._lib.six import callable, string_types
from scipy import linalg, special
from numpy import atleast_2d, reshape, zeros, newaxis, dot, exp, pi, sqrt, \
diff --git a/pywafo/src/wafo/stats/morestats.py b/pywafo/src/wafo/stats/morestats.py
index 0724a05..f5521a5 100644
--- a/pywafo/src/wafo/stats/morestats.py
+++ b/pywafo/src/wafo/stats/morestats.py
@@ -13,7 +13,7 @@ from numpy import (isscalar, r_, log, sum, around, unique, asarray,
floor, array, poly1d, compress, not_equal, pi, exp, ravel, angle)
from numpy.testing.decorators import setastest
-from scipy.lib.six import string_types
+from scipy._lib.six import string_types
from ._numpy_compat import count_nonzero
from scipy import optimize
from scipy import special
@@ -2066,7 +2066,7 @@ def median_test(*args, **kwds):
References
----------
.. [1] Mood, A. M., Introduction to the Theory of Statistics. McGraw-Hill
- (1950), pp. 394-399.
+ (1950), pp. 394-399.
.. [2] Zar, J. H., Biostatistical Analysis, 5th ed. Prentice Hall (2010).
See Sections 8.12 and 10.15.
@@ -2100,7 +2100,7 @@ def median_test(*args, **kwds):
[11, 5, 10]])
`p` is too large to conclude that the medians are not the same:
-
+
>>> p
0.12609082774093244
@@ -2120,7 +2120,7 @@ def median_test(*args, **kwds):
>>> tbl
array([[ 5, 11, 9],
- [11, 4, 8]])
+ [11, 4, 8]])
This example demonstrates that if the data set is not large and there
are values equal to the median, the p-value can be sensitive to the
diff --git a/pywafo/src/wafo/stats/mstats_basic.py b/pywafo/src/wafo/stats/mstats_basic.py
index 3700064..35de9e1 100644
--- a/pywafo/src/wafo/stats/mstats_basic.py
+++ b/pywafo/src/wafo/stats/mstats_basic.py
@@ -40,7 +40,7 @@ from numpy import ndarray
import numpy.ma as ma
from numpy.ma import masked, nomask
-from scipy.lib.six import iteritems
+from scipy._lib.six import iteritems
import itertools
import warnings
diff --git a/pywafo/src/wafo/stats/stats.py b/pywafo/src/wafo/stats/stats.py
index 8120a37..ddf779b 100644
--- a/pywafo/src/wafo/stats/stats.py
+++ b/pywafo/src/wafo/stats/stats.py
@@ -171,13 +171,13 @@ from __future__ import division, print_function, absolute_import
import warnings
import math
-from scipy.lib.six import xrange
+from scipy._lib.six import xrange
# friedmanchisquare patch uses python sum
pysum = sum # save it before it gets overwritten
# Scipy imports.
-from scipy.lib.six import callable, string_types
+from scipy._lib.six import callable, string_types
from numpy import array, asarray, ma, zeros, sum
import scipy.special as special
import scipy.linalg as linalg
diff --git a/pywafo/src/wafo/stats/tests/common_tests.py b/pywafo/src/wafo/stats/tests/common_tests.py
index 3f390c4..3ddf534 100644
--- a/pywafo/src/wafo/stats/tests/common_tests.py
+++ b/pywafo/src/wafo/stats/tests/common_tests.py
@@ -6,7 +6,7 @@ import warnings
import numpy as np
import numpy.testing as npt
-from scipy.lib._version import NumpyVersion
+from scipy._lib._version import NumpyVersion
from wafo import stats
diff --git a/pywafo/src/wafo/stats/tests/test_discrete_basic.py b/pywafo/src/wafo/stats/tests/test_discrete_basic.py
index 53e6216..942a76f 100644
--- a/pywafo/src/wafo/stats/tests/test_discrete_basic.py
+++ b/pywafo/src/wafo/stats/tests/test_discrete_basic.py
@@ -2,7 +2,7 @@ from __future__ import division, print_function, absolute_import
import numpy.testing as npt
import numpy as np
-from scipy.lib.six import xrange
+from scipy._lib.six import xrange
from wafo import stats
from wafo.stats.tests.common_tests import (check_normalization, check_moment,
diff --git a/pywafo/src/wafo/stats/tests/test_distributions.py b/pywafo/src/wafo/stats/tests/test_distributions.py
index acb85b0..2fcb252 100644
--- a/pywafo/src/wafo/stats/tests/test_distributions.py
+++ b/pywafo/src/wafo/stats/tests/test_distributions.py
@@ -15,7 +15,7 @@ from nose import SkipTest
import numpy
import numpy as np
from numpy import typecodes, array
-from scipy.lib._version import NumpyVersion
+from scipy._lib._version import NumpyVersion
from scipy import special
import wafo.stats as stats
from wafo.stats._distn_infrastructure import argsreduce
@@ -512,7 +512,7 @@ class TestGenpareto(TestCase):
assert_allclose(rv.logpdf(1), 0)
def test_x_inf(self):
- # make sure x=inf is handled gracefully
+ # make sure x=inf is handled gracefully
rv = stats.genpareto(c=0.1)
assert_allclose([rv.pdf(np.inf), rv.cdf(np.inf)], [0., 1.])
assert_(np.isneginf(rv.logpdf(np.inf)))