@@ -6547,33 +6547,41 @@ def specgram(self, x, NFFT=None, Fs=None, Fc=None, detrend=None,
65476547 return spec , freqs , t , im
65486548
65496549 def spy (self , Z , precision = 0 , marker = None , markersize = None ,
6550- aspect = 'equal' , ** kwargs ):
6550+ aspect = 'equal' , origin = "upper" , ** kwargs ):
65516551 """
65526552 Plot the sparsity pattern on a 2-D array.
65536553
6554- Call signature::
6554+ ``spy(Z)`` plots the sparsity pattern of the 2-D array *Z*.
65556555
6556- spy(Z, precision=0, marker=None, markersize=None,
6557- aspect='equal', **kwargs)
6556+ Parameters
6557+ ----------
65586558
6559- ``spy(Z)`` plots the sparsity pattern of the 2-D array *Z*.
6559+ Z : sparse array (n, m)
6560+ The array to be plotted.
6561+
6562+ precision : float, optional, default: 0
6563+ If *precision* is 0, any non-zero value will be plotted; else,
6564+ values of :math:`|Z| > precision` will be plotted.
6565+
6566+ For :class:`scipy.sparse.spmatrix` instances, there is a special
6567+ case: if *precision* is 'present', any value present in the array
6568+ will be plotted, even if it is identically zero.
65606569
6561- If *precision* is 0, any non-zero value will be plotted;
6562- else, values of :math:`|Z| > precision` will be plotted.
6570+ origin : ["upper", "lower"], optional, default: "upper"
6571+ Place the [0,0] index of the array in the upper left or lower left
6572+ corner of the axes.
65636573
6564- For :class:`scipy.sparse.spmatrix` instances, there is a
6565- special case: if *precision* is 'present', any value present in
6566- the array will be plotted, even if it is identically zero.
6574+ aspect : ['auto' | 'equal' | scalar], optional, default: "equal"
65676575
6568- The array will be plotted as it would be printed, with
6569- the first index (row) increasing down and the second
6570- index (column) increasing to the right.
6576+ If 'equal', and `extent` is None, changes the axes aspect ratio to
6577+ match that of the image. If `extent` is not `None`, the axes
6578+ aspect ratio is changed to match that of the extent.
6579+
6580+
6581+ If 'auto', changes the image aspect ratio to match that of the
6582+ axes.
65716583
6572- By default aspect is 'equal', so that each array element
6573- occupies a square space; set the aspect kwarg to 'auto'
6574- to allow the plot to fill the plot box, or to any scalar
6575- number to specify the aspect ratio of an array element
6576- directly.
6584+ If None, default to rc ``image.aspect`` value.
65776585
65786586 Two plotting styles are available: image or marker. Both
65796587 are available for full arrays, but only the marker style
@@ -6592,33 +6600,10 @@ def spy(self, Z, precision=0, marker=None, markersize=None,
65926600 * *cmap*
65936601 * *alpha*
65946602
6595- .. seealso::
6596-
6597- :func:`~matplotlib.pyplot.imshow`
6598- For image options.
6599-
6600- For controlling colors, e.g., cyan background and red marks,
6601- use::
6602-
6603- cmap = mcolors.ListedColormap(['c','r'])
6604-
6605- If *marker* or *markersize* is not *None*, useful kwargs include:
6606-
6607- * *marker*
6608- * *markersize*
6609- * *color*
6610-
6611- Useful values for *marker* include:
6612-
6613- * 's' square (default)
6614- * 'o' circle
6615- * '.' point
6616- * ',' pixel
6617-
6618- .. seealso::
6619-
6620- :func:`~matplotlib.pyplot.plot`
6621- For plotting options
6603+ See also
6604+ ---------
6605+ imshow : for image options.
6606+ plot : for plotting options
66226607 """
66236608 if marker is None and markersize is None and hasattr (Z , 'tocoo' ):
66246609 marker = 's'
@@ -6632,7 +6617,7 @@ def spy(self, Z, precision=0, marker=None, markersize=None,
66326617 nr , nc = Z .shape
66336618 extent = [- 0.5 , nc - 0.5 , nr - 0.5 , - 0.5 ]
66346619 ret = self .imshow (mask , interpolation = 'nearest' , aspect = aspect ,
6635- extent = extent , origin = 'upper' , ** kwargs )
6620+ extent = extent , origin = origin , ** kwargs )
66366621 else :
66376622 if hasattr (Z , 'tocoo' ):
66386623 c = Z .tocoo ()
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