AGG link changed. Also fix other doc warnings

Author: WeatherGod

doc/faq/howto_faq.rst

@@ -41,11 +41,13 @@ You can also filter on class instances::
 
 
 .. _howto-supress_offset:
+
 How to prevent ticklabels from having an offset
 -----------------------------------------------
 The default formatter will use an offset to reduce
 the length of the ticklabels.  To turn this feature
 off on a per-axis basis::
+
    ax.get_xaxis().get_major_formatter().set_useOffset(False)
 
 set the rcParam ``axes.formatter.useoffset``, or use a different
@@ -385,6 +387,7 @@ pyplot::
 
 
 .. seealso::
+
     :ref:`howto-webapp` for information about running matplotlib inside
     of a web application.
 
@@ -581,7 +584,8 @@ enabled, you may get errors if you don't configure matplotlib for use
 in these environments.  Most importantly, you need to decide what
 kinds of images you want to generate (PNG, PDF, SVG) and configure the
 appropriate default backend.  For 99% of users, this will be the Agg
-backend, which uses the C++ `antigrain <http://antigrain.com>`_
+backend, which uses the C++
+`antigrain <http://agg.sourceforge.net/antigrain.com/index.html>`_
 rendering engine to make nice PNGs.  The Agg backend is also
 configured to recognize requests to generate other output formats
 (PDF, PS, EPS, SVG).  The easiest way to configure matplotlib to use
@@ -615,7 +619,7 @@ or by saving to a file handle::
     import sys
     fig.savefig(sys.stdout)
 
-Here is an example using `Pillow <http://python-imaging.github.io/>__.
+Here is an example using `Pillow <http://python-imaging.github.io/>`_.
 First, the figure is saved to a StringIO object which is then fed to
 Pillow for further processing::
 

doc/faq/usage_faq.rst

@@ -382,7 +382,7 @@ macosx         Cocoa rendering in OSX windows
                is in non-interactive mode)
 ============   ================================================================
 
-.. _`Anti-Grain Geometry`: http://www.antigrain.com/
+.. _`Anti-Grain Geometry`: http://agg.sourceforge.net/antigrain.com/index.html
 .. _Postscript: http://en.wikipedia.org/wiki/PostScript
 .. _`Portable Document Format`: http://en.wikipedia.org/wiki/Portable_Document_Format
 .. _`Scalable Vector Graphics`: http://en.wikipedia.org/wiki/Scalable_Vector_Graphics

doc/glossary/index.rst

@@ -8,7 +8,7 @@ Glossary
 .. glossary::
 
   AGG
-      The Anti-Grain Geometry (`Agg <http://antigrain.com>`_) rendering engine, capable of rendering
+      The Anti-Grain Geometry (`Agg <http://agg.sourceforge.net/antigrain.com/index.html>`_) rendering engine, capable of rendering
       high-quality images
 
   Cairo

doc/mpl_toolkits/index.rst

@@ -125,6 +125,7 @@ to matplotlib which changes many of the defaults to make plots some
 consider more attractive.
 
 .. _hl_plotting:
+
 ###################
 High-Level Plotting
 ###################

doc/resources/index.rst

@@ -35,7 +35,7 @@
 * `Introduction to NumPy and Matplotlib 
   <http://www.youtube.com/watch?v=3Fp1zn5ao2M&feature=plcp>`_ by Eric Jones
 
-* `Anatomy of Matplotlib 
+* `Anatomy of Matplotlib
   <https://conference.scipy.org/scipy2013/tutorial_detail.php?id=103>`_
   by Benjamin Root
 
@@ -46,4 +46,7 @@
 * `Matplotlib tutorial <http://www.loria.fr/~rougier/teaching/matplotlib/>`_ 
   by Nicolas P. Rougier
 
+* `Anatomy of Matplotlib - IPython Notebooks
+  <https://github.com/WeatherGod/AnatomyOfMatplotlib>`_
+  by Benjamin Root
 

doc/users/github_stats.rst

@@ -1,5 +1,6 @@
 
 .. _github-stats:
+
 Github stats
 ============
 
@@ -358,7 +359,7 @@ Pull Requests (326):
 * :ghpull:`1587`: Mac OS X 10.5 needs an autoreleasepool here to avoid memory leaks. Newer...
 * :ghpull:`1597`: new MatplotlibDeprecationWarning class (against master)
 * :ghpull:`1596`: new MatplotlibDeprecationWarning class (against 1.2.x)
-* :ghpull:`1532`: CXX/Python2/cxx_extensions.cxx:1320: Assertion `ob_refcnt == 0'
+* :ghpull:`1532`: CXX/Python2/cxx_extensions.cxx:1320: Assertion `ob_refcnt == 0`
 * :ghpull:`1604`: Make font_manager ignore KeyErrors for bad fonts
 * :ghpull:`1605`: Change printed -> pretty-printed
 * :ghpull:`1557`: inverting an axis shouldn't affect the autoscaling setting
@@ -835,7 +836,7 @@ Issues (598):
 * :ghissue:`1696`: Fixed doc dependency on numpy_ext.numpydoc
 * :ghissue:`1665`: MEP10: adding numpydoc and activating autosummary
 * :ghissue:`1660`: Explain that matplotlib must be built before the HTML documentation
-* :ghissue:`1693`: saving to *.eps broken on master
+* :ghissue:`1693`: saving to eps broken on master
 * :ghissue:`1694`: fixes Issue #1693
 * :ghissue:`1689`: SVG flip issue
 * :ghissue:`1681`: Fancy arrow tests are failing
@@ -909,7 +910,7 @@ Issues (598):
 * :ghissue:`1587`: Mac OS X 10.5 needs an autoreleasepool here to avoid memory leaks. Newer...
 * :ghissue:`1597`: new MatplotlibDeprecationWarning class (against master)
 * :ghissue:`1596`: new MatplotlibDeprecationWarning class (against 1.2.x)
-* :ghissue:`1532`: CXX/Python2/cxx_extensions.cxx:1320: Assertion `ob_refcnt == 0'
+* :ghissue:`1532`: CXX/Python2/cxx_extensions.cxx:1320: Assertion `ob_refcnt == 0`
 * :ghissue:`1601`: invalid/misconfigured fonts cause the font manager to fail
 * :ghissue:`1604`: Make font_manager ignore KeyErrors for bad fonts
 * :ghissue:`1605`: Change printed -> pretty-printed

doc/users/intro.rst

@@ -21,7 +21,7 @@ should just work.
 For years, I used to use MATLAB exclusively for data analysis and
 visualization.  MATLAB excels at making nice looking plots easy.  When
 I began working with EEG data, I found that I needed to write
-applications to interact with my data, and developed and EEG analysis
+applications to interact with my data, and developed an EEG analysis
 application in MATLAB.  As the application grew in complexity,
 interacting with databases, http servers, manipulating complex data
 structures, I began to strain against the limitations of MATLAB as a
@@ -66,20 +66,21 @@ quite similar to MATLAB figure generating code
 API* is the set of classes that do the heavy lifting, creating and
 managing figures, text, lines, plots and so on
 (:ref:`artist-tutorial`).  This is an abstract interface that knows
-nothing about output.  The *backends* are device dependent drawing
+nothing about output.  The *backends* are device-dependent drawing
 devices, aka renderers, that transform the frontend representation to
 hardcopy or a display device (:ref:`what-is-a-backend`).  Example
 backends: PS creates `PostScript®
 <http://www.adobe.com/products/postscript/>`_ hardcopy, SVG
 creates `Scalable Vector Graphics <http://www.w3.org/Graphics/SVG/>`_
 hardcopy, Agg creates PNG output using the high quality `Anti-Grain
-Geometry <http://www.antigrain.com>`_ library that ships with
-matplotlib, GTK embeds matplotlib in a `Gtk+ <http://www.gtk.org/>`_
+Geometry <http://agg.sourceforge.net/antigrain.com/index.html>`_
+library that ships with matplotlib, GTK embeds matplotlib in a
+`Gtk+ <http://www.gtk.org/>`_
 application, GTKAgg uses the Anti-Grain renderer to create a figure
-and embed it a Gtk+ application, and so on for `PDF
+and embed it in a Gtk+ application, and so on for `PDF
 <http://www.adobe.com/products/acrobat/adobepdf.html>`_, `WxWidgets
 <http://www.wxpython.org/>`_, `Tkinter
-<http://docs.python.org/lib/module-Tkinter.html>`_ etc.
+<http://docs.python.org/lib/module-Tkinter.html>`_, etc.
 
 matplotlib is used by many people in many different contexts.  Some
 people want to automatically generate PostScript files to send

doc/users/style_sheets.rst

@@ -1,4 +1,4 @@
-.. _style-sheets
+.. _style-sheets:
 
 ***********************************
 Customizing plots with style sheets