@@ -43,7 +43,7 @@ If you only want to use the `pandas` converter for `datetime64` values ::
4343Find all objects in a figure of a certain type
4444----------------------------------------------
4545
46- Every Matplotlib artist (see :ref: ` sphx_glr_tutorials_intermediate_artists.py `) has a method
46+ Every Matplotlib artist (see :doc: ` /tutorials/intermediate/artists `) has a method
4747called :meth: `~matplotlib.artist.Artist.findobj ` that can be used to
4848recursively search the artist for any artists it may contain that meet
4949some criteria (e.g., match all :class: `~matplotlib.lines.Line2D `
@@ -155,7 +155,7 @@ labels::
155155 ax = fig.add_subplot(111)
156156
157157You can control the defaults for these parameters in your
158- :file: `matplotlibrc ` file; see :ref: ` sphx_glr_tutorials_introductory_customizing.py `. For
158+ :file: `matplotlibrc ` file; see :doc: ` /tutorials/introductory/customizing `. For
159159example, to make the above setting permanent, you would set::
160160
161161 figure.subplot.bottom : 0.2 # the bottom of the subplots of the figure
@@ -186,7 +186,7 @@ specify the location explicitly::
186186 ax = fig.add_axes([left, bottom, width, height])
187187
188188where all values are in fractional (0 to 1) coordinates. See
189- :ref: ` sphx_glr_gallery_subplots_axes_and_figures_axes_demo.py ` for an example of placing axes manually.
189+ :doc: ` /gallery/subplots_axes_and_figures/axes_demo ` for an example of placing axes manually.
190190
191191.. _howto-auto-adjust :
192192
@@ -196,7 +196,7 @@ Automatically make room for tick labels
196196.. note ::
197197 This is now easier to handle than ever before.
198198 Calling :func: `~matplotlib.pyplot.tight_layout ` can fix many common
199- layout issues. See the :ref: ` sphx_glr_tutorials_intermediate_tight_layout_guide.py `.
199+ layout issues. See the :doc: ` /tutorials/intermediate/tight_layout_guide `.
200200
201201 The information below is kept here in case it is useful for other
202202 purposes.
@@ -348,7 +348,7 @@ and patches, respectively::
348348
349349.. htmlonly ::
350350
351- See :ref: ` sphx_glr_gallery_misc_zorder_demo.py ` for a complete example.
351+ See :doc: ` /gallery/misc/zorder_demo ` for a complete example.
352352
353353You can also use the Axes property
354354:meth: `~matplotlib.axes.Axes.set_axisbelow ` to control whether the grid
@@ -367,7 +367,7 @@ some ratio which controls the ratio::
367367
368368.. htmlonly ::
369369
370- See :ref: ` sphx_glr_gallery_subplots_axes_and_figures_axis_equal_demo.py ` for a
370+ See :doc: ` /gallery/subplots_axes_and_figures/axis_equal_demo ` for a
371371 complete example.
372372
373373.. _howto-twoscale :
@@ -411,7 +411,7 @@ locators as desired because the two axes are independent.
411411
412412.. htmlonly ::
413413
414- See :ref: ` sphx_glr_gallery_api_two_scales.py ` for a complete example
414+ See :doc: ` /gallery/api/two_scales ` for a complete example
415415
416416.. _howto-batch :
417417
@@ -657,7 +657,7 @@ For more on configuring your backend, see
657657
658658Alternatively, you can avoid pylab/pyplot altogether, which will give
659659you a little more control, by calling the API directly as shown in
660- :ref: ` sphx_glr_gallery_api_agg_oo_sgskip.py `.
660+ :doc: ` /gallery/api/agg_oo_sgskip `.
661661
662662You can either generate hardcopy on the filesystem by calling savefig::
663663
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