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4 changes: 2 additions & 2 deletions examples/animation/README.txt
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Expand Up @@ -2,5 +2,5 @@

.. _animation-examples-index:

Animation Examples
==================
Animation
=========
4 changes: 2 additions & 2 deletions examples/misc/README.txt
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@@ -1,4 +1,4 @@
.. _misc-examples-index:

Miscellaneous Examples
======================
Miscellaneous
=============
4 changes: 2 additions & 2 deletions examples/mplot3d/README.txt
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Expand Up @@ -2,5 +2,5 @@

.. _mplot3d-examples-index:

mplot3d toolkit
===============
3D plotting
===========
4 changes: 2 additions & 2 deletions examples/pyplots/README.txt
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.. _pyplots_examples:

Pyplot Examples
===============
Pyplot
======
4 changes: 2 additions & 2 deletions examples/scales/README.txt
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@@ -1,6 +1,6 @@
.. _scales_examples:

Scales in Matplotlib
====================
Scales
======

These examples cover how different scales are handled in Matplotlib.
4 changes: 2 additions & 2 deletions examples/units/README.txt
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Expand Up @@ -2,8 +2,8 @@

.. _units-examples-index:

Units in Matplotlib
===================
Units
=====

These examples cover the many representations of units
in Matplotlib.
8 changes: 4 additions & 4 deletions examples/user_interfaces/README.txt
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.. _user_interfaces:

Embedding matplotlib in graphical user interfaces
Embedding Matplotlib in graphical user interfaces
=================================================

You can embed matplotlib directly into a user interface application by
following the embedding_in_SOMEGUI.py examples here. Currently
You can embed Matplotlib directly into a user interface application by
following the embedding_in_SOMEGUI.py examples here. Currently
matplotlib supports wxpython, pygtk, tkinter and pyqt4/5.

When embedding matplotlib in a GUI, you must use the matplotlib API
When embedding Matplotlib in a GUI, you must use the Matplotlib API
directly rather than the pylab/pyplot proceedural interface, so take a
look at the examples/api directory for some example code working with
the API.