Update docstrings for linalg functions (#2373)

The PR updates docstrings for linalg functions to have a blank line
prior `Default` value.
Additionally, it adds a space after comma to align with used code style. 764f92c

Author: github-actions[bot]

.buildinfo

@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file records the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 655b58f81e8de44a059b5b54d0051a22
+config: 8df2cdfd320b18c83fa276304d844cc7
 tags: 645f666f9bcd5a90fca523b33c5a78b7

_modules/dpnp/dpnp_array.html

@@ -14,14 +14,14 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_array &mdash; Data Parallel Extension for NumPy 0.18.0dev0+31.gc2f07350587 documentation</title>
+  <title>dpnp.dpnp_array &mdash; Data Parallel Extension for NumPy 0.18.0dev0+32.g764f92c13f9 documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=03e43079" />
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       <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-      <script src="../../_static/documentation_options.js?v=aa1b071c"></script>
+      <script src="../../_static/documentation_options.js?v=56b7fb33"></script>
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@@ -1166,7 +1166,7 @@ <h1>Source code for dpnp.dpnp_array</h1><div class="highlight"><pre>
 <span class="sd">        Examples</span>
 <span class="sd">        --------</span>
 <span class="sd">        &gt;&gt;&gt; import dpnp as np</span>
-<span class="sd">        &gt;&gt;&gt; a = np.arange(4).reshape(2,2)</span>
+<span class="sd">        &gt;&gt;&gt; a = np.arange(4).reshape(2, 2)</span>
 <span class="sd">        &gt;&gt;&gt; a.diagonal()</span>
 <span class="sd">        array([0, 3])</span>
 

_modules/dpnp/dpnp_array_api_info.html

@@ -14,14 +14,14 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_array_api_info &mdash; Data Parallel Extension for NumPy 0.18.0dev0+31.gc2f07350587 documentation</title>
+  <title>dpnp.dpnp_array_api_info &mdash; Data Parallel Extension for NumPy 0.18.0dev0+32.g764f92c13f9 documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=03e43079" />
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+      <script src="../../_static/documentation_options.js?v=56b7fb33"></script>
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_modules/dpnp/dpnp_flatiter.html

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     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_flatiter &mdash; Data Parallel Extension for NumPy 0.18.0dev0+31.gc2f07350587 documentation</title>
+  <title>dpnp.dpnp_flatiter &mdash; Data Parallel Extension for NumPy 0.18.0dev0+32.g764f92c13f9 documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=03e43079" />
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-      <script src="../../_static/documentation_options.js?v=aa1b071c"></script>
+      <script src="../../_static/documentation_options.js?v=56b7fb33"></script>
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_modules/dpnp/dpnp_iface.html

@@ -14,14 +14,14 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface &mdash; Data Parallel Extension for NumPy 0.18.0dev0+31.gc2f07350587 documentation</title>
+  <title>dpnp.dpnp_iface &mdash; Data Parallel Extension for NumPy 0.18.0dev0+32.g764f92c13f9 documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=03e43079" />
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-      <script src="../../_static/documentation_options.js?v=aa1b071c"></script>
+      <script src="../../_static/documentation_options.js?v=56b7fb33"></script>
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_modules/dpnp/dpnp_iface_arraycreation.html

@@ -14,14 +14,14 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_arraycreation &mdash; Data Parallel Extension for NumPy 0.18.0dev0+31.gc2f07350587 documentation</title>
+  <title>dpnp.dpnp_iface_arraycreation &mdash; Data Parallel Extension for NumPy 0.18.0dev0+32.g764f92c13f9 documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=03e43079" />
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       <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-      <script src="../../_static/documentation_options.js?v=aa1b071c"></script>
+      <script src="../../_static/documentation_options.js?v=56b7fb33"></script>
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@@ -3292,7 +3292,7 @@ <h1>Source code for dpnp.dpnp_iface_arraycreation</h1><div class="highlight"><pr
 <span class="sd">    &gt;&gt;&gt; y = np.arange(-5, 5, 0.1)</span>
 <span class="sd">    &gt;&gt;&gt; xx, yy = np.meshgrid(x, y, sparse=True)</span>
 <span class="sd">    &gt;&gt;&gt; z = np.sin(xx**2 + yy**2) / (xx**2 + yy**2)</span>
-<span class="sd">    &gt;&gt;&gt; h = plt.contourf(x,y,z)</span>
+<span class="sd">    &gt;&gt;&gt; h = plt.contourf(x, y, z)</span>
 <span class="sd">    &gt;&gt;&gt; plt.show()</span>
 
 <span class="sd">    &quot;&quot;&quot;</span>
@@ -3368,7 +3368,7 @@ <h1>Source code for dpnp.dpnp_iface_arraycreation</h1><div class="highlight"><pr
 <span class="sd">    Examples</span>
 <span class="sd">    --------</span>
 <span class="sd">    &gt;&gt;&gt; import dpnp as np</span>
-<span class="sd">    &gt;&gt;&gt; np.mgrid[0:5,0:5]</span>
+<span class="sd">    &gt;&gt;&gt; np.mgrid[0:5, 0:5]</span>
 <span class="sd">    array([[[0, 0, 0, 0, 0],</span>
 <span class="sd">            [1, 1, 1, 1, 1],</span>
 <span class="sd">            [2, 2, 2, 2, 2],</span>

_modules/dpnp/dpnp_iface_bitwise.html

@@ -14,14 +14,14 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_bitwise &mdash; Data Parallel Extension for NumPy 0.18.0dev0+31.gc2f07350587 documentation</title>
+  <title>dpnp.dpnp_iface_bitwise &mdash; Data Parallel Extension for NumPy 0.18.0dev0+32.g764f92c13f9 documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=03e43079" />
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       <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-      <script src="../../_static/documentation_options.js?v=aa1b071c"></script>
+      <script src="../../_static/documentation_options.js?v=56b7fb33"></script>
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_modules/dpnp/dpnp_iface_counting.html

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     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_counting &mdash; Data Parallel Extension for NumPy 0.18.0dev0+31.gc2f07350587 documentation</title>
+  <title>dpnp.dpnp_iface_counting &mdash; Data Parallel Extension for NumPy 0.18.0dev0+32.g764f92c13f9 documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=03e43079" />
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+      <script src="../../_static/documentation_options.js?v=56b7fb33"></script>
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_modules/dpnp/dpnp_iface_functional.html

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     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_functional &mdash; Data Parallel Extension for NumPy 0.18.0dev0+31.gc2f07350587 documentation</title>
+  <title>dpnp.dpnp_iface_functional &mdash; Data Parallel Extension for NumPy 0.18.0dev0+32.g764f92c13f9 documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=03e43079" />
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_modules/dpnp/dpnp_iface_histograms.html

@@ -14,14 +14,14 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_histograms &mdash; Data Parallel Extension for NumPy 0.18.0dev0+31.gc2f07350587 documentation</title>
+  <title>dpnp.dpnp_iface_histograms &mdash; Data Parallel Extension for NumPy 0.18.0dev0+32.g764f92c13f9 documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=03e43079" />
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       <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-      <script src="../../_static/documentation_options.js?v=aa1b071c"></script>
+      <script src="../../_static/documentation_options.js?v=56b7fb33"></script>
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@@ -902,7 +902,7 @@ <h1>Source code for dpnp.dpnp_iface_histograms</h1><div class="highlight"><pre>
 <span class="sd">          is the number of bins and array is the bin edges.</span>
 
 <span class="sd">        Default: ``10``.</span>
-<span class="sd">    range : {None, dpnp.ndarray, usm_ndarray} of shape (2,2), optional</span>
+<span class="sd">    range : {None, dpnp.ndarray, usm_ndarray} of shape (2, 2), optional</span>
 <span class="sd">        The leftmost and rightmost edges of the bins along each dimension</span>
 <span class="sd">        If ``None`` the ranges are</span>
 <span class="sd">        ``[[x.min(), x.max()], [y.min(), y.max()]]``. All values outside</span>

_modules/dpnp/dpnp_iface_indexing.html

@@ -14,14 +14,14 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_indexing &mdash; Data Parallel Extension for NumPy 0.18.0dev0+31.gc2f07350587 documentation</title>
+  <title>dpnp.dpnp_iface_indexing &mdash; Data Parallel Extension for NumPy 0.18.0dev0+32.g764f92c13f9 documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=03e43079" />
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       <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-      <script src="../../_static/documentation_options.js?v=aa1b071c"></script>
+      <script src="../../_static/documentation_options.js?v=56b7fb33"></script>
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@@ -764,7 +764,7 @@ <h1>Source code for dpnp.dpnp_iface_indexing</h1><div class="highlight"><pre>
 <span class="sd">    Examples</span>
 <span class="sd">    --------</span>
 <span class="sd">    &gt;&gt;&gt; import dpnp as np</span>
-<span class="sd">    &gt;&gt;&gt; a = np.arange(4).reshape(2,2)</span>
+<span class="sd">    &gt;&gt;&gt; a = np.arange(4).reshape(2, 2)</span>
 <span class="sd">    &gt;&gt;&gt; a</span>
 <span class="sd">    array([[0, 1],</span>
 <span class="sd">           [2, 3]])</span>
@@ -775,7 +775,7 @@ <h1>Source code for dpnp.dpnp_iface_indexing</h1><div class="highlight"><pre>
 
 <span class="sd">    A 3-D example:</span>
 
-<span class="sd">    &gt;&gt;&gt; a = np.arange(8).reshape(2,2,2)</span>
+<span class="sd">    &gt;&gt;&gt; a = np.arange(8).reshape(2, 2, 2)</span>
 <span class="sd">    &gt;&gt;&gt; a</span>
 <span class="sd">    array([[[0, 1],</span>
 <span class="sd">            [2, 3]],</span>
@@ -1351,8 +1351,8 @@ <h1>Source code for dpnp.dpnp_iface_indexing</h1><div class="highlight"><pre>
 <span class="sd">    N dimensions.</span>
 
 <span class="sd">    Using :obj:`dpnp.ix_` one can quickly construct index arrays that will</span>
-<span class="sd">    index the cross product. ``a[dpnp.ix_([1,3],[2,5])]`` returns the array</span>
-<span class="sd">    ``[[a[1,2] a[1,5]], [a[3,2] a[3,5]]]``.</span>
+<span class="sd">    index the cross product. ``a[dpnp.ix_([1, 3],[2, 5])]`` returns the array</span>
+<span class="sd">    ``[[a[1, 2] a[1, 5]], [a[3, 2] a[3, 5]]]``.</span>
 
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>

_modules/dpnp/dpnp_iface_libmath.html

@@ -14,14 +14,14 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_libmath &mdash; Data Parallel Extension for NumPy 0.18.0dev0+31.gc2f07350587 documentation</title>
+  <title>dpnp.dpnp_iface_libmath &mdash; Data Parallel Extension for NumPy 0.18.0dev0+32.g764f92c13f9 documentation</title>
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-      <script src="../../_static/documentation_options.js?v=aa1b071c"></script>
+      <script src="../../_static/documentation_options.js?v=56b7fb33"></script>
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