matplotlib
diff --git a/‎doc/api/toolkits/axes_grid.rst
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+11-15Lines changed: 11 additions & 15 deletions b/‎doc/api/toolkits/axes_grid.rst
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+11-15Lines changed: 11 additions & 15 deletions
diff --git a/‎doc/api/toolkits/axes_grid1.rst
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+6-9Lines changed: 6 additions & 9 deletions b/‎doc/api/toolkits/axes_grid1.rst
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+6-9Lines changed: 6 additions & 9 deletions
diff --git a/‎doc/api/toolkits/axisartist.rst
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+8-9Lines changed: 8 additions & 9 deletions
@@ -1,26 +1,22 @@
 .. _axes_grid-api-index:
 
-Matplotlib axes_grid Toolkit
-============================
+``mpl_toolkits.axes_grid``
+==========================
 
 .. currentmodule:: mpl_toolkits
 
-
 .. note::
-   AxesGrid toolkit has been a part of matplotlib since v
-   0.99. Originally, the toolkit had a single namespace of
-   *axes_grid*. In more recent version, the toolkit
-   has divided into two separate namespace (*axes_grid1* and *axisartist*).
-   While *axes_grid* namespace is maintained for the backward compatibility,
-   use of *axes_grid1* and *axisartist* is recommended. 
-   For the documentation on ``axes_grid``,
-   see the `previous version of the docs 
-   <https://matplotlib.org/2.0.1/mpl_toolkits/axes_grid/index.html#toolkit-axesgrid-index>`_.
+   AxesGrid has been a part of matplotlib since v 0.99. Originally, the toolkit
+   used the *axes_grid* namespace. In more recent versions, the toolkit
+   has been split into *axes_grid1* and *axisartist*.  While *axes_grid*
+   is maintained for the backward compatibility, use of *axes_grid1* and
+   *axisartist* is recommended.  For the documentation on ``axes_grid``, see
+   the `previous version of the docs`__.
+
+   .. __: https://matplotlib.org/2.0.1/mpl_toolkits/axes_grid/index.html
 
 .. toctree::
     :maxdepth: 1
-    
+
     axes_grid1
     axisartist
-
-
@@ -1,13 +1,12 @@
 .. module:: mpl_toolkits.axes_grid1
 
-Matplotlib axes_grid1 Toolkit
-=============================
+``mpl_toolkits.axes_grid1``
+===========================
 
-The matplotlib :mod:`mpl_toolkits.axes_grid1` toolkit is a collection of
-helper classes to ease displaying multiple images in matplotlib.  While the
-aspect parameter in matplotlib adjust the position of the single axes,
-axes_grid1 toolkit provides a framework to adjust the position of
-multiple axes according to their aspects.
+:mod:`mpl_toolkits.axes_grid1` provides a framework of helper classes to adjust
+the positioning of multiple fixed-aspect Axes (e.g., displaying images).  It
+can be contrasted with the ``aspect`` property of Matplotlib Axes, which
+adjusts the position of a single Axes.
 
 See :ref:`axes_grid1_users-guide-index` for a guide on the usage of axes_grid1.
 
@@ -32,5 +31,3 @@ See :ref:`axes_grid1_users-guide-index` for a guide on the usage of axes_grid1.
    axes_grid1.inset_locator
    axes_grid1.mpl_axes
    axes_grid1.parasite_axes
-
-
@@ -1,15 +1,15 @@
 .. module:: mpl_toolkits.axisartist
 
-Matplotlib axisartist Toolkit
-=============================
+``mpl_toolkits.axisartist``
+===========================
 
-The *axisartist* namespace includes a derived Axes implementation (
-:class:`mpl_toolkits.axisartist.Axes`). The
-biggest difference is that the artists that are responsible for drawing
-axis lines, ticks, ticklabels, and axis labels are separated out from the
-mpl's Axis class. This change was strongly motivated to support curvilinear grid.
+The *axisartist* namespace provides a derived Axes implementation
+(:class:`mpl_toolkits.axisartist.Axes`), designed to support curvilinear
+grids.  The biggest difference is that the artists that are responsible for
+drawing axis lines, ticks, ticklabels, and axis labels are separated out from
+Matplotlib's Axis class.
 
-You can find a tutorial describing usage of axisartist at the 
+You can find a tutorial describing usage of axisartist at the
 :ref:`axisartist_users-guide-index` user guide.
 
 .. figure:: ../../gallery/axisartist/images/sphx_glr_demo_curvelinear_grid_001.png
@@ -37,4 +37,3 @@ You can find a tutorial describing usage of axisartist at the
    axisartist.grid_finder
    axisartist.grid_helper_curvelinear
    axisartist.parasite_axes
-