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=============================================================================== test session starts ===============================================================================
platform linux -- Python 3.6.2, pytest-3.2.2, py-1.4.34, pluggy-0.4.0
rootdir: /home/anz/software/scipy-master, inifile: pytest.ini
collected 268 items                                                                                                                                                                

scipy/io/arff/tests/test_arffread.py ..................
scipy/io/harwell_boeing/tests/test_fortran_format.py ...........
scipy/io/harwell_boeing/tests/test_hb.py ..
scipy/io/matlab/tests/test_byteordercodes.py ..
scipy/io/matlab/tests/test_mio.py .....................................................

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import matplotlib
matplotlib.use("Agg")
import matplotlib.pyplot as plt
import matplotlib.animation as manimation


def video_generator(objective, chain, fps=5):
    
    # set up the video
    FFMpegWriter = manimation.writers['ffmpeg']

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diff --git a/benchmarks/benchmarks/optimize.py b/benchmarks/benchmarks/optimize.py
index 6696f7d..3a9abf6 100644
--- a/benchmarks/benchmarks/optimize.py
+++ b/benchmarks/benchmarks/optimize.py
@@ -17,6 +17,8 @@ try:
 except ImportError:
     pass
 
+from shgo import shgo
+

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import numpy as np from scipy.stats import norm from scipy.integrate import quad xs = np.linspace(0, 40, 40) [quad(norm.pdf, -np.inf, x)[0] for x in xs] [0.4999999999999999, 0.8474695889892241, 0.9798802563169332, 0.9989542536697613, 0.9999795701700213,

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"""
problem.py
"""
import numpy as np
import time
from scipy.interpolate import interp1d
from scipy.optimize import minimize, root

"""
 Sample1D class

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from joblib import Parallel, delayed

class PoolWrapper(object):
    def __init__(self, pool=-1):
        self.pool = None
        self._mapfunc = map
        self._own_pool = False

        if hasattr(pool, 'map'):
            self.pool = pool

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