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diff --git a/silx/sx/__init__.py b/silx/sx/__init__.py
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+# coding: utf-8
+# /*##########################################################################
+#
+# Copyright (c) 2016-2017 European Synchrotron Radiation Facility
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in
+# all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+# THE SOFTWARE.
+#
+# ###########################################################################*/
+"""Convenient module to use main features of silx from the console.
+
+Usage from (I)Python console or notebook:
+
+>>> from silx import sx
+
+With IPython/jupyter, this also runs %pylab.
+From the console, it sets-up Qt in order to allow using GUI widgets.
+"""
+
+__authors__ = ["T. Vincent"]
+__license__ = "MIT"
+__date__ = "16/01/2017"
+
+
+import logging
+import sys as _sys
+
+
+_logger = logging.getLogger(__name__)
+
+
+# Probe ipython
+try:
+    from IPython import get_ipython as _get_ipython
+except (NameError, ImportError):
+    _get_ipython = None
+
+# Probe ipython/jupyter notebook
+if _get_ipython is not None and _get_ipython() is not None:
+
+    # Notebook detection probably fragile
+    _IS_NOTEBOOK = ('parent_appname' in _get_ipython().config['IPKernelApp'] or
+                    hasattr(_get_ipython(), 'kernel'))
+else:
+    _IS_NOTEBOOK = False
+
+
+# Load Qt and widgets only if running from console
+if _IS_NOTEBOOK:
+    _logger.warning(
+        'Not loading silx.gui features: Running from the notebook')
+
+else:
+    from silx.gui import qt
+
+    if hasattr(_sys, 'ps1'):  # If from console, make sure QApplication runs
+        qapp = qt.QApplication.instance() or qt.QApplication([])
+
+        # Change windows default icon
+        from silx.gui import icons as _icons
+        qapp.setWindowIcon(_icons.getQIcon('silx'))
+        del _icons  # clean-up namespace
+
+    from silx.gui.plot import *  # noqa
+    from ._plot import plot, imshow  # noqa
+
+
+# %pylab
+if _get_ipython is not None and _get_ipython() is not None:
+    _get_ipython().enable_pylab(gui='inline' if _IS_NOTEBOOK else 'qt')
+
+
+# Clean-up
+del _sys
+del _get_ipython
+del _IS_NOTEBOOK
+
+
+# Load some silx stuff in namespace
+from silx import *  # noqa
+from silx.io import open  # noqa
+from silx.io import *  # noqa
+from silx.math import Histogramnd, HistogramndLut  # noqa
+from silx.math.fit import leastsq  # noqa