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:meth:`~.Axes.imshow` allows you to render an image (either a 2D array
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which will be color-mapped (based on *norm* and *cmap*) or a 3D RGB(A)
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- array which will be used as-is) to a rectangular region in dataspace .
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+ array which will be used as-is) to a rectangular region in data space .
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The orientation of the image in the final rendering is controlled by
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the *origin* and *extent* kwargs (and attributes on the resulting
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`~.AxesImage` instance) and the data limits of the axes.
@@ -176,7 +176,7 @@ def generate_imshow_demo_grid(extents, xlim=None, ylim=None):
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# vertical, the second index runs along the horizontal.
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# The pixel centers are at integer positions ranging from 0 to ``N' = N - 1``
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# horizontally and from 0 to ``M' = M - 1`` vertically.
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- # *origin* determines how to the data is filled in the bounding box.
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+ # *origin* determines how the data is filled in the bounding box.
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#
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# For ``origin='lower'``:
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#
@@ -244,7 +244,7 @@ def generate_imshow_demo_grid(extents, xlim=None, ylim=None):
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#
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# While we keep the extents as in the examples before, the coordinate (0, 0)
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# is now explicitly put at the bottom left and values increase to up and to
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- # the right (from the viewer point of view).
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+ # the right (from the viewer's point of view).
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# We can see that:
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#
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# - The coordinate ``(left, bottom)`` anchors the image which then fills the
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