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DOC: fix various typos
Found via `codespell -q 3 -S ./extern,./doc/users/credits.rst,./doc/api/prev_api_changes,./doc/users/prev_whats_new -L afe,ans,axises,ba,coo,flate,fo,hist,inout,ment,nd,offsetp,oly,ot,te,thisy,vas,whis,wit`
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``epoch2num`` and ``num2epoch`` are deprecated
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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These methods convert from unix timestamps to matplotlib floats, but are not
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useed internally to matplotlib, and should not be needed by endusers.
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used internally to matplotlib, and should not be needed by endusers.
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To convert a unix timestamp to datetime, simply use
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`datetime.datetime.utcfromtimestamp`, or to use numpy datetime64
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``dt = np.datetim64(e*1e6, 'us')``.

doc/devel/min_dep_policy.rst

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@@ -41,7 +41,7 @@ with compiled extensions
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minor versions initially released in the 24 months prior to our planned
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release date or the oldest that support our minimum Python + NumPy
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without complied extensions
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without compiled extensions
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minor versions initially released in the 12 months prior to our planned
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release date or the oldest that supports our minimum Python.
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doc/devel/style_guide.rst

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@@ -153,8 +153,8 @@ reliability and consistency in documentation. They are not interchangeable.
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| | | motion." | |
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+------------------+--------------------------+--------------+--------------+
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| Explicit, | Explicit approach of | - Explicit | - object |
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| Object Oriented | programing in Matplotlib.| - explicit | oriented |
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| Programming (OOP)| | - OOP | - OO-style |
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| Object Oriented | programming in | - explicit | oriented |
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| Programming (OOP)| Matplotlib. | - OOP | - OO-style |
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+------------------+--------------------------+--------------+--------------+
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| Implicit, | Implicit approach of | - Implicit | - MATLAB like|
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| ``pyplot`` | programming in Matplotlib| - implicit | - Pyplot |

examples/subplots_axes_and_figures/colorbar_placement.py

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######################################################################
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# One way around this issue is to use an `.Axes.inset_axes` to locate the
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# axes in axes co-ordinates. Note that if you zoom in on the axes, and
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# axes in axes coordinates. Note that if you zoom in on the axes, and
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# change the shape of the axes, the colorbar will also change position.
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fig, axs = plt.subplots(2, 2, constrained_layout=True)

examples/widgets/annotated_cursor.py

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Other Parameters
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----------------
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textprops : `matplotlib.text` properties as dictionay
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textprops : `matplotlib.text` properties as dictionary
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Specifies the appearance of the rendered text object.
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**cursorargs : `matplotlib.widgets.Cursor` properties
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# Draw the widget, if event coordinates are valid.
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if plotpoint is not None:
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# Update position and displayed text.
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# Position: Where the event occured.
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# Position: Where the event occurred.
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# Text: Determined by set_position() method earlier
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# Position is transformed to pixel coordinates,
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# an offset is added there and this is transformed back.

lib/matplotlib/cbook/__init__.py

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@@ -401,7 +401,7 @@ def to_filehandle(fname, flag='r', return_opened=False, encoding=None):
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if fname.endswith('.gz'):
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fh = gzip.open(fname, flag)
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elif fname.endswith('.bz2'):
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# python may not be complied with bz2 support,
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# python may not be compiled with bz2 support,
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# bury import until we need it
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import bz2
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fh = bz2.BZ2File(fname, flag)

lib/matplotlib/collections.py

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A quadrilateral mesh is a grid of M by N adjacent qudrilaterals that are
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defined via a (M+1, N+1) grid of vertices. The quadrilateral (m, n) is
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defind by the vertices ::
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defined by the vertices ::
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(m+1, n) ----------- (m+1, n+1)
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/ /

lib/matplotlib/colorbar.py

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self.vmin, self.vmax = self._boundaries[self._inside][[0, -1]]
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# Compute the X/Y mesh.
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X, Y, extendlen = self._mesh()
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# draw the extend triangles, and shrink the inner axes to accomodate.
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# draw the extend triangles, and shrink the inner axes to accommodate.
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# also adds the outline path to self.outline spine:
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self._do_extends(extendlen)
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def _do_extends(self, extendlen):
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"""
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Make adjustments of the inner axes for the extend triangles (or
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rectanges) and add them as patches.
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rectangles) and add them as patches.
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"""
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# extend lengths are fraction of the *inner* part of colorbar,
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# not the total colorbar:
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return
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# Make extend triangles or rectangles filled patches. These are
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# defined in the outer parent axes' co-ordinates:
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# defined in the outer parent axes' coordinates:
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mappable = getattr(self, 'mappable', None)
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if (isinstance(mappable, contour.ContourSet)
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and any(hatch is not None for hatch in mappable.hatches)):

lib/matplotlib/colors.py

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else:
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max_col = self.Ncmap
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# this gives us the bins in the lookup table in the range
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# [0, _n_regions - 1] (the offset is baked in the init)
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# [0, _n_regions - 1] (the offset is baked-in in the init)
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iret = np.digitize(xx, self.boundaries) - 1 + self._offset
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# if we have more colors than regions, stretch the region
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# index computed above to full range of the color bins. This

lib/matplotlib/tests/test_mlab.py

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@@ -354,7 +354,7 @@ def stim(self, request, fstims, iscomplex, sides, len_x, NFFT_density,
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num=pad_to_spectrum_real // 2 + 1)
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else:
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# frequencies for specgram, psd, and csd
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# need to handle even and odd differentl
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# need to handle even and odd differently
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if pad_to_density_real % 2:
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freqs_density = np.linspace(-Fs / 2, Fs / 2,
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num=2 * pad_to_density_real,

plot_types/unstructured/README.rst

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.. _unstructured_plots:
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3-
Unstructured co-ordinates
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Unstructured coordinates
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-------------------------
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Sometimes we collect data ``z`` at coordinates ``(x,y)`` and want to visualize

tutorials/text/usetex.py

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family fonts
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================= ============================================================
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``'serif'`` ``'New Century Schoolbook'``, ``'Bookman'``, ``'Times'``,
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``'Palatino'``, ``'Charter'``, ``'Computer Moderm Roman'``
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``'Palatino'``, ``'Charter'``, ``'Computer Modern Roman'``
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``'sans-serif'`` ``'Helvetica'``, ``'Avant Garde'``, ``'Computer Modern
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Serif'``

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