From d8bd0077262fc330617d2b2f87731ba29d867a30 Mon Sep 17 00:00:00 2001
From: "github-actions[bot]" <github-actions[bot]@users.noreply.github.com>
Date: Sun, 15 Sep 2024 09:17:27 +0000
Subject: [PATCH] Update changelog with backported gh-2041
 bb2eb115aef4c943dd10c2793925a61a69b63c5b

---
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-  <title>dpnp.dpnp_iface_indexing &mdash; Data Parallel Extension for NumPy 0.17.0dev0+11.gd0dbe8f297 documentation</title>
+  <title>dpnp.dpnp_iface_indexing &mdash; Data Parallel Extension for NumPy 0.17.0dev0+14.gbb2eb115aef documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=19f00094" />
 
@@ -23,7 +23,7 @@
   
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=69a92e22"></script>
+        <script src="../../_static/documentation_options.js?v=4ed5a39d"></script>
         <script src="../../_static/doctools.js?v=9a2dae69"></script>
         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/js/theme.js"></script>
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           </a>
               <div class="version">
-                0.17.0dev0+11.gd0dbe8f297
+                0.17.0dev0+14.gbb2eb115aef
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">
diff --git a/pull/2044/_modules/dpnp/dpnp_iface_libmath.html b/pull/2044/_modules/dpnp/dpnp_iface_libmath.html
index 2523e745ca9..c942b48fd79 100644
--- a/pull/2044/_modules/dpnp/dpnp_iface_libmath.html
+++ b/pull/2044/_modules/dpnp/dpnp_iface_libmath.html
@@ -12,7 +12,7 @@
     </script>
     
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_libmath &mdash; Data Parallel Extension for NumPy 0.17.0dev0+11.gd0dbe8f297 documentation</title>
+  <title>dpnp.dpnp_iface_libmath &mdash; Data Parallel Extension for NumPy 0.17.0dev0+14.gbb2eb115aef documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=19f00094" />
 
@@ -23,7 +23,7 @@
   
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=69a92e22"></script>
+        <script src="../../_static/documentation_options.js?v=4ed5a39d"></script>
         <script src="../../_static/doctools.js?v=9a2dae69"></script>
         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/js/theme.js"></script>
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           </a>
               <div class="version">
-                0.17.0dev0+11.gd0dbe8f297
+                0.17.0dev0+14.gbb2eb115aef
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">
diff --git a/pull/2044/_modules/dpnp/dpnp_iface_linearalgebra.html b/pull/2044/_modules/dpnp/dpnp_iface_linearalgebra.html
index b22d2042ab5..9795e0ef4a9 100644
--- a/pull/2044/_modules/dpnp/dpnp_iface_linearalgebra.html
+++ b/pull/2044/_modules/dpnp/dpnp_iface_linearalgebra.html
@@ -12,7 +12,7 @@
     </script>
     
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_linearalgebra &mdash; Data Parallel Extension for NumPy 0.17.0dev0+11.gd0dbe8f297 documentation</title>
+  <title>dpnp.dpnp_iface_linearalgebra &mdash; Data Parallel Extension for NumPy 0.17.0dev0+14.gbb2eb115aef documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=19f00094" />
 
@@ -23,7 +23,7 @@
   
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=69a92e22"></script>
+        <script src="../../_static/documentation_options.js?v=4ed5a39d"></script>
         <script src="../../_static/doctools.js?v=9a2dae69"></script>
         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/js/theme.js"></script>
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           </a>
               <div class="version">
-                0.17.0dev0+11.gd0dbe8f297
+                0.17.0dev0+14.gbb2eb115aef
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">
diff --git a/pull/2044/_modules/dpnp/dpnp_iface_logic.html b/pull/2044/_modules/dpnp/dpnp_iface_logic.html
index 6a3cc910514..b839a8d5465 100644
--- a/pull/2044/_modules/dpnp/dpnp_iface_logic.html
+++ b/pull/2044/_modules/dpnp/dpnp_iface_logic.html
@@ -12,7 +12,7 @@
     </script>
     
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_logic &mdash; Data Parallel Extension for NumPy 0.17.0dev0+11.gd0dbe8f297 documentation</title>
+  <title>dpnp.dpnp_iface_logic &mdash; Data Parallel Extension for NumPy 0.17.0dev0+14.gbb2eb115aef documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=19f00094" />
 
@@ -23,7 +23,7 @@
   
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=69a92e22"></script>
+        <script src="../../_static/documentation_options.js?v=4ed5a39d"></script>
         <script src="../../_static/doctools.js?v=9a2dae69"></script>
         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
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@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           </a>
               <div class="version">
-                0.17.0dev0+11.gd0dbe8f297
+                0.17.0dev0+14.gbb2eb115aef
               </div>
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   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">
diff --git a/pull/2044/_modules/dpnp/dpnp_iface_manipulation.html b/pull/2044/_modules/dpnp/dpnp_iface_manipulation.html
index 9f41e07aebf..f5f5f09dde8 100644
--- a/pull/2044/_modules/dpnp/dpnp_iface_manipulation.html
+++ b/pull/2044/_modules/dpnp/dpnp_iface_manipulation.html
@@ -12,7 +12,7 @@
     </script>
     
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_manipulation &mdash; Data Parallel Extension for NumPy 0.17.0dev0+11.gd0dbe8f297 documentation</title>
+  <title>dpnp.dpnp_iface_manipulation &mdash; Data Parallel Extension for NumPy 0.17.0dev0+14.gbb2eb115aef documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
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@@ -23,7 +23,7 @@
   
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=69a92e22"></script>
+        <script src="../../_static/documentation_options.js?v=4ed5a39d"></script>
         <script src="../../_static/doctools.js?v=9a2dae69"></script>
         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
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@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           </a>
               <div class="version">
-                0.17.0dev0+11.gd0dbe8f297
+                0.17.0dev0+14.gbb2eb115aef
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">
@@ -129,6 +129,7 @@ <h1>Source code for dpnp.dpnp_iface_manipulation</h1><div class="highlight"><pre
 
 
 <span class="kn">import</span> <span class="nn">math</span>
+<span class="kn">import</span> <span class="nn">operator</span>
 
 <span class="kn">import</span> <span class="nn">dpctl.tensor</span> <span class="k">as</span> <span class="nn">dpt</span>
 <span class="kn">import</span> <span class="nn">numpy</span>
@@ -167,9 +168,11 @@ <h1>Source code for dpnp.dpnp_iface_manipulation</h1><div class="highlight"><pre
     <span class="s2">&quot;ravel&quot;</span><span class="p">,</span>
     <span class="s2">&quot;repeat&quot;</span><span class="p">,</span>
     <span class="s2">&quot;reshape&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;resize&quot;</span><span class="p">,</span>
     <span class="s2">&quot;result_type&quot;</span><span class="p">,</span>
     <span class="s2">&quot;roll&quot;</span><span class="p">,</span>
     <span class="s2">&quot;rollaxis&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;rot90&quot;</span><span class="p">,</span>
     <span class="s2">&quot;row_stack&quot;</span><span class="p">,</span>
     <span class="s2">&quot;shape&quot;</span><span class="p">,</span>
     <span class="s2">&quot;size&quot;</span><span class="p">,</span>
@@ -1665,6 +1668,7 @@ <h1>Source code for dpnp.dpnp_iface_manipulation</h1><div class="highlight"><pre
 <span class="sd">    --------</span>
 <span class="sd">    :obj:`dpnp.flipud` : Flip an array vertically (axis=0).</span>
 <span class="sd">    :obj:`dpnp.flip` : Flip array in one or more dimensions.</span>
+<span class="sd">    :obj:`dpnp.rot90` : Rotate array counterclockwise.</span>
 
 <span class="sd">    Examples</span>
 <span class="sd">    --------</span>
@@ -1718,6 +1722,7 @@ <h1>Source code for dpnp.dpnp_iface_manipulation</h1><div class="highlight"><pre
 <span class="sd">    --------</span>
 <span class="sd">    :obj:`dpnp.fliplr` : Flip array in the left/right direction.</span>
 <span class="sd">    :obj:`dpnp.flip` : Flip array in one or more dimensions.</span>
+<span class="sd">    :obj:`dpnp.rot90` : Rotate array counterclockwise.</span>
 
 <span class="sd">    Examples</span>
 <span class="sd">    --------</span>
@@ -2152,7 +2157,8 @@ <h1>Source code for dpnp.dpnp_iface_manipulation</h1><div class="highlight"><pre
 <span class="sd">        If ``False``, the result array can never be a copy</span>
 <span class="sd">        and a ValueError exception will be raised in case the copy is necessary.</span>
 <span class="sd">        If ``None``, the result array will reuse existing memory buffer of `a`</span>
-<span class="sd">        if possible and copy otherwise. Default: None.</span>
+<span class="sd">        if possible and copy otherwise.</span>
+<span class="sd">        Default: ``None``.</span>
 
 <span class="sd">    Returns</span>
 <span class="sd">    -------</span>
@@ -2171,14 +2177,14 @@ <h1>Source code for dpnp.dpnp_iface_manipulation</h1><div class="highlight"><pre
 
 <span class="sd">    Examples</span>
 <span class="sd">    --------</span>
-<span class="sd">    &gt;&gt;&gt; import dpnp as dp</span>
-<span class="sd">    &gt;&gt;&gt; a = dp.array([[1, 2, 3], [4, 5, 6]])</span>
-<span class="sd">    &gt;&gt;&gt; dp.reshape(a, 6)</span>
+<span class="sd">    &gt;&gt;&gt; import dpnp as np</span>
+<span class="sd">    &gt;&gt;&gt; a = np.array([[1, 2, 3], [4, 5, 6]])</span>
+<span class="sd">    &gt;&gt;&gt; np.reshape(a, 6)</span>
 <span class="sd">    array([1, 2, 3, 4, 5, 6])</span>
-<span class="sd">    &gt;&gt;&gt; dp.reshape(a, 6, order=&#39;F&#39;)</span>
+<span class="sd">    &gt;&gt;&gt; np.reshape(a, 6, order=&#39;F&#39;)</span>
 <span class="sd">    array([1, 4, 2, 5, 3, 6])</span>
 
-<span class="sd">    &gt;&gt;&gt; dp.reshape(a, (3, -1))       # the unspecified value is inferred to be 2</span>
+<span class="sd">    &gt;&gt;&gt; np.reshape(a, (3, -1))       # the unspecified value is inferred to be 2</span>
 <span class="sd">    array([[1, 2],</span>
 <span class="sd">           [3, 4],</span>
 <span class="sd">           [5, 6]])</span>
@@ -2199,6 +2205,94 @@ <h1>Source code for dpnp.dpnp_iface_manipulation</h1><div class="highlight"><pre
 
 
 
+<div class="viewcode-block" id="resize">
+<a class="viewcode-back" href="../../reference/generated/dpnp.resize.html#dpnp.resize">[docs]</a>
+<span class="k">def</span> <span class="nf">resize</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">new_shape</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    Return a new array with the specified shape.</span>
+
+<span class="sd">    If the new array is larger than the original array, then the new array is</span>
+<span class="sd">    filled with repeated copies of `a`. Note that this behavior is different</span>
+<span class="sd">    from ``a.resize(new_shape)`` which fills with zeros instead of repeated</span>
+<span class="sd">    copies of `a`.</span>
+
+<span class="sd">    For full documentation refer to :obj:`numpy.resize`.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    a : {dpnp.ndarray, usm_ndarray}</span>
+<span class="sd">        Array to be resized.</span>
+<span class="sd">    new_shape : {int, tuple or list of ints}</span>
+<span class="sd">        Shape of resized array.</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    out : dpnp.ndarray</span>
+<span class="sd">        The new array is formed from the data in the old array, repeated</span>
+<span class="sd">        if necessary to fill out the required number of elements. The</span>
+<span class="sd">        data are repeated iterating over the array in C-order.</span>
+
+<span class="sd">    See Also</span>
+<span class="sd">    --------</span>
+<span class="sd">    :obj:`dpnp.ndarray.resize` : Resize an array in-place.</span>
+<span class="sd">    :obj:`dpnp.reshape` : Reshape an array without changing the total size.</span>
+<span class="sd">    :obj:`dpnp.pad` : Enlarge and pad an array.</span>
+<span class="sd">    :obj:`dpnp.repeat` : Repeat elements of an array.</span>
+
+<span class="sd">    Notes</span>
+<span class="sd">    -----</span>
+<span class="sd">    When the total size of the array does not change :obj:`dpnp.reshape` should</span>
+<span class="sd">    be used. In most other cases either indexing (to reduce the size) or</span>
+<span class="sd">    padding (to increase the size) may be a more appropriate solution.</span>
+
+<span class="sd">    Warning: This functionality does **not** consider axes separately,</span>
+<span class="sd">    i.e. it does not apply interpolation/extrapolation.</span>
+<span class="sd">    It fills the return array with the required number of elements, iterating</span>
+<span class="sd">    over `a` in C-order, disregarding axes (and cycling back from the start if</span>
+<span class="sd">    the new shape is larger). This functionality is therefore not suitable to</span>
+<span class="sd">    resize images, or data where each axis represents a separate and distinct</span>
+<span class="sd">    entity.</span>
+
+<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.array([[0, 1], [2, 3]])</span>
+<span class="sd">    &gt;&gt;&gt; np.resize(a, (2, 3))</span>
+<span class="sd">    array([[0, 1, 2],</span>
+<span class="sd">           [3, 0, 1]])</span>
+<span class="sd">    &gt;&gt;&gt; np.resize(a, (1, 4))</span>
+<span class="sd">    array([[0, 1, 2, 3]])</span>
+<span class="sd">    &gt;&gt;&gt; np.resize(a, (2, 4))</span>
+<span class="sd">    array([[0, 1, 2, 3],</span>
+<span class="sd">           [0, 1, 2, 3]])</span>
+
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">dpnp</span><span class="o">.</span><span class="n">check_supported_arrays_type</span><span class="p">(</span><span class="n">a</span><span class="p">)</span>
+    <span class="k">if</span> <span class="n">a</span><span class="o">.</span><span class="n">ndim</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+        <span class="k">return</span> <span class="n">dpnp</span><span class="o">.</span><span class="n">full_like</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">a</span><span class="p">,</span> <span class="n">shape</span><span class="o">=</span><span class="n">new_shape</span><span class="p">)</span>
+
+    <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">new_shape</span><span class="p">,</span> <span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">numpy</span><span class="o">.</span><span class="n">integer</span><span class="p">)):</span>
+        <span class="n">new_shape</span> <span class="o">=</span> <span class="p">(</span><span class="n">new_shape</span><span class="p">,)</span>
+
+    <span class="n">new_size</span> <span class="o">=</span> <span class="mi">1</span>
+    <span class="k">for</span> <span class="n">dim_length</span> <span class="ow">in</span> <span class="n">new_shape</span><span class="p">:</span>
+        <span class="k">if</span> <span class="n">dim_length</span> <span class="o">&lt;</span> <span class="mi">0</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;all elements of `new_shape` must be non-negative&quot;</span><span class="p">)</span>
+        <span class="n">new_size</span> <span class="o">*=</span> <span class="n">dim_length</span>
+
+    <span class="n">a_size</span> <span class="o">=</span> <span class="n">a</span><span class="o">.</span><span class="n">size</span>
+    <span class="k">if</span> <span class="n">a_size</span> <span class="o">==</span> <span class="mi">0</span> <span class="ow">or</span> <span class="n">new_size</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+        <span class="c1"># First case must zero fill. The second would have repeats == 0.</span>
+        <span class="k">return</span> <span class="n">dpnp</span><span class="o">.</span><span class="n">zeros_like</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">shape</span><span class="o">=</span><span class="n">new_shape</span><span class="p">)</span>
+
+    <span class="n">repeats</span> <span class="o">=</span> <span class="o">-</span><span class="p">(</span><span class="o">-</span><span class="n">new_size</span> <span class="o">//</span> <span class="n">a_size</span><span class="p">)</span>  <span class="c1"># ceil division</span>
+    <span class="n">a</span> <span class="o">=</span> <span class="n">dpnp</span><span class="o">.</span><span class="n">concatenate</span><span class="p">((</span><span class="n">dpnp</span><span class="o">.</span><span class="n">ravel</span><span class="p">(</span><span class="n">a</span><span class="p">),)</span> <span class="o">*</span> <span class="n">repeats</span><span class="p">)[:</span><span class="n">new_size</span><span class="p">]</span>
+
+    <span class="k">return</span> <span class="n">a</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="n">new_shape</span><span class="p">)</span></div>
+
+
+
 <div class="viewcode-block" id="result_type">
 <a class="viewcode-back" href="../../reference/generated/dpnp.result_type.html#dpnp.result_type">[docs]</a>
 <span class="k">def</span> <span class="nf">result_type</span><span class="p">(</span><span class="o">*</span><span class="n">arrays_and_dtypes</span><span class="p">):</span>
@@ -2222,16 +2316,16 @@ <h1>Source code for dpnp.dpnp_iface_manipulation</h1><div class="highlight"><pre
 
 <span class="sd">    Examples</span>
 <span class="sd">    --------</span>
-<span class="sd">    &gt;&gt;&gt; import dpnp as dp</span>
-<span class="sd">    &gt;&gt;&gt; a = dp.arange(3, dtype=dp.int64)</span>
-<span class="sd">    &gt;&gt;&gt; b = dp.arange(7, dtype=dp.int32)</span>
-<span class="sd">    &gt;&gt;&gt; dp.result_type(a, b)</span>
+<span class="sd">    &gt;&gt;&gt; import dpnp as np</span>
+<span class="sd">    &gt;&gt;&gt; a = np.arange(3, dtype=np.int64)</span>
+<span class="sd">    &gt;&gt;&gt; b = np.arange(7, dtype=np.int32)</span>
+<span class="sd">    &gt;&gt;&gt; np.result_type(a, b)</span>
 <span class="sd">    dtype(&#39;int64&#39;)</span>
 
-<span class="sd">    &gt;&gt;&gt; dp.result_type(dp.int64, dp.complex128)</span>
+<span class="sd">    &gt;&gt;&gt; np.result_type(np.int64, np.complex128)</span>
 <span class="sd">    dtype(&#39;complex128&#39;)</span>
 
-<span class="sd">    &gt;&gt;&gt; dp.result_type(dp.ones(10, dtype=dp.float32), dp.float64)</span>
+<span class="sd">    &gt;&gt;&gt; np.result_type(np.ones(10, dtype=np.float32), np.float64)</span>
 <span class="sd">    dtype(&#39;float64&#39;)</span>
 
 <span class="sd">    &quot;&quot;&quot;</span>
@@ -2377,6 +2471,110 @@ <h1>Source code for dpnp.dpnp_iface_manipulation</h1><div class="highlight"><pre
 
 
 
+<div class="viewcode-block" id="rot90">
+<a class="viewcode-back" href="../../reference/generated/dpnp.rot90.html#dpnp.rot90">[docs]</a>
+<span class="k">def</span> <span class="nf">rot90</span><span class="p">(</span><span class="n">m</span><span class="p">,</span> <span class="n">k</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">axes</span><span class="o">=</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">)):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    Rotate an array by 90 degrees in the plane specified by axes.</span>
+
+<span class="sd">    Rotation direction is from the first towards the second axis.</span>
+<span class="sd">    This means for a 2D array with the default `k` and `axes`, the</span>
+<span class="sd">    rotation will be counterclockwise.</span>
+
+<span class="sd">    For full documentation refer to :obj:`numpy.rot90`.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    m : {dpnp.ndarray, usm_ndarray}</span>
+<span class="sd">        Array of two or more dimensions.</span>
+<span class="sd">    k : integer, optional</span>
+<span class="sd">        Number of times the array is rotated by 90 degrees.</span>
+<span class="sd">        Default: ``1``.</span>
+<span class="sd">    axes : (2,) array_like of ints, optional</span>
+<span class="sd">        The array is rotated in the plane defined by the axes.</span>
+<span class="sd">        Axes must be different.</span>
+<span class="sd">        Default: ``(0, 1)``.</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    out : dpnp.ndarray</span>
+<span class="sd">        A rotated view of `m`.</span>
+
+<span class="sd">    See Also</span>
+<span class="sd">    --------</span>
+<span class="sd">    :obj:`dpnp.flip` : Reverse the order of elements in an array along</span>
+<span class="sd">                    the given axis.</span>
+<span class="sd">    :obj:`dpnp.fliplr` : Flip an array horizontally.</span>
+<span class="sd">    :obj:`dpnp.flipud` : Flip an array vertically.</span>
+
+<span class="sd">    Notes</span>
+<span class="sd">    -----</span>
+<span class="sd">    ``rot90(m, k=1, axes=(1,0))`` is the reverse of</span>
+<span class="sd">    ``rot90(m, k=1, axes=(0,1))``.</span>
+
+<span class="sd">    ``rot90(m, k=1, axes=(1,0))`` is equivalent to</span>
+<span class="sd">    ``rot90(m, k=-1, axes=(0,1))``.</span>
+
+<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; m = np.array([[1, 2], [3, 4]])</span>
+<span class="sd">    &gt;&gt;&gt; m</span>
+<span class="sd">    array([[1, 2],</span>
+<span class="sd">           [3, 4]])</span>
+<span class="sd">    &gt;&gt;&gt; np.rot90(m)</span>
+<span class="sd">    array([[2, 4],</span>
+<span class="sd">           [1, 3]])</span>
+<span class="sd">    &gt;&gt;&gt; np.rot90(m, 2)</span>
+<span class="sd">    array([[4, 3],</span>
+<span class="sd">           [2, 1]])</span>
+<span class="sd">    &gt;&gt;&gt; m = np.arange(8).reshape((2, 2, 2))</span>
+<span class="sd">    &gt;&gt;&gt; np.rot90(m, 1, (1, 2))</span>
+<span class="sd">    array([[[1, 3],</span>
+<span class="sd">            [0, 2]],</span>
+<span class="sd">           [[5, 7],</span>
+<span class="sd">            [4, 6]]])</span>
+
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">dpnp</span><span class="o">.</span><span class="n">check_supported_arrays_type</span><span class="p">(</span><span class="n">m</span><span class="p">)</span>
+    <span class="n">k</span> <span class="o">=</span> <span class="n">operator</span><span class="o">.</span><span class="n">index</span><span class="p">(</span><span class="n">k</span><span class="p">)</span>
+
+    <span class="n">m_ndim</span> <span class="o">=</span> <span class="n">m</span><span class="o">.</span><span class="n">ndim</span>
+    <span class="k">if</span> <span class="n">m_ndim</span> <span class="o">&lt;</span> <span class="mi">2</span><span class="p">:</span>
+        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Input must be at least 2-d.&quot;</span><span class="p">)</span>
+
+    <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">axes</span><span class="p">)</span> <span class="o">!=</span> <span class="mi">2</span><span class="p">:</span>
+        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;len(axes) must be 2.&quot;</span><span class="p">)</span>
+
+    <span class="k">if</span> <span class="n">axes</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">==</span> <span class="n">axes</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="ow">or</span> <span class="nb">abs</span><span class="p">(</span><span class="n">axes</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">-</span> <span class="n">axes</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span> <span class="o">==</span> <span class="n">m_ndim</span><span class="p">:</span>
+        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Axes must be different.&quot;</span><span class="p">)</span>
+
+    <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="o">-</span><span class="n">m_ndim</span> <span class="o">&lt;=</span> <span class="n">axes</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">&lt;</span> <span class="n">m_ndim</span> <span class="ow">and</span> <span class="o">-</span><span class="n">m_ndim</span> <span class="o">&lt;=</span> <span class="n">axes</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="o">&lt;</span> <span class="n">m_ndim</span><span class="p">):</span>
+        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+            <span class="sa">f</span><span class="s2">&quot;Axes=</span><span class="si">{</span><span class="n">axes</span><span class="si">}</span><span class="s2"> out of range for array of ndim=</span><span class="si">{</span><span class="n">m_ndim</span><span class="si">}</span><span class="s2">.&quot;</span>
+        <span class="p">)</span>
+
+    <span class="n">k</span> <span class="o">%=</span> <span class="mi">4</span>
+    <span class="k">if</span> <span class="n">k</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+        <span class="k">return</span> <span class="n">m</span><span class="p">[:]</span>
+    <span class="k">if</span> <span class="n">k</span> <span class="o">==</span> <span class="mi">2</span><span class="p">:</span>
+        <span class="k">return</span> <span class="n">dpnp</span><span class="o">.</span><span class="n">flip</span><span class="p">(</span><span class="n">dpnp</span><span class="o">.</span><span class="n">flip</span><span class="p">(</span><span class="n">m</span><span class="p">,</span> <span class="n">axes</span><span class="p">[</span><span class="mi">0</span><span class="p">]),</span> <span class="n">axes</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>
+
+    <span class="n">axes_list</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">m_ndim</span><span class="p">))</span>
+    <span class="p">(</span><span class="n">axes_list</span><span class="p">[</span><span class="n">axes</span><span class="p">[</span><span class="mi">0</span><span class="p">]],</span> <span class="n">axes_list</span><span class="p">[</span><span class="n">axes</span><span class="p">[</span><span class="mi">1</span><span class="p">]])</span> <span class="o">=</span> <span class="p">(</span>
+        <span class="n">axes_list</span><span class="p">[</span><span class="n">axes</span><span class="p">[</span><span class="mi">1</span><span class="p">]],</span>
+        <span class="n">axes_list</span><span class="p">[</span><span class="n">axes</span><span class="p">[</span><span class="mi">0</span><span class="p">]],</span>
+    <span class="p">)</span>
+
+    <span class="k">if</span> <span class="n">k</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
+        <span class="k">return</span> <span class="n">dpnp</span><span class="o">.</span><span class="n">transpose</span><span class="p">(</span><span class="n">dpnp</span><span class="o">.</span><span class="n">flip</span><span class="p">(</span><span class="n">m</span><span class="p">,</span> <span class="n">axes</span><span class="p">[</span><span class="mi">1</span><span class="p">]),</span> <span class="n">axes_list</span><span class="p">)</span>
+
+    <span class="c1"># k == 3</span>
+    <span class="k">return</span> <span class="n">dpnp</span><span class="o">.</span><span class="n">flip</span><span class="p">(</span><span class="n">dpnp</span><span class="o">.</span><span class="n">transpose</span><span class="p">(</span><span class="n">m</span><span class="p">,</span> <span class="n">axes_list</span><span class="p">),</span> <span class="n">axes</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span></div>
+
+
+
 <div class="viewcode-block" id="shape">
 <a class="viewcode-back" href="../../reference/generated/dpnp.shape.html#dpnp.shape">[docs]</a>
 <span class="k">def</span> <span class="nf">shape</span><span class="p">(</span><span class="n">a</span><span class="p">):</span>
diff --git a/pull/2044/_modules/dpnp/dpnp_iface_mathematical.html b/pull/2044/_modules/dpnp/dpnp_iface_mathematical.html
index e702d50a6e7..ea48eedfef9 100644
--- a/pull/2044/_modules/dpnp/dpnp_iface_mathematical.html
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@@ -12,7 +12,7 @@
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-  <title>dpnp.dpnp_iface_mathematical &mdash; Data Parallel Extension for NumPy 0.17.0dev0+11.gd0dbe8f297 documentation</title>
+  <title>dpnp.dpnp_iface_mathematical &mdash; Data Parallel Extension for NumPy 0.17.0dev0+14.gbb2eb115aef documentation</title>
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-  <title>dpnp.dpnp_iface_nanfunctions &mdash; Data Parallel Extension for NumPy 0.17.0dev0+11.gd0dbe8f297 documentation</title>
+  <title>dpnp.dpnp_iface_nanfunctions &mdash; Data Parallel Extension for NumPy 0.17.0dev0+14.gbb2eb115aef documentation</title>
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index 950e2cd639f..bf072d5445a 100644
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-  <title>dpnp.dpnp_iface_searching &mdash; Data Parallel Extension for NumPy 0.17.0dev0+11.gd0dbe8f297 documentation</title>
+  <title>dpnp.dpnp_iface_searching &mdash; Data Parallel Extension for NumPy 0.17.0dev0+14.gbb2eb115aef documentation</title>
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diff --git a/pull/2044/_modules/dpnp/dpnp_iface_sorting.html b/pull/2044/_modules/dpnp/dpnp_iface_sorting.html
index 25e39d2769a..b9efbd17d2d 100644
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-  <title>dpnp.dpnp_iface_sorting &mdash; Data Parallel Extension for NumPy 0.17.0dev0+11.gd0dbe8f297 documentation</title>
+  <title>dpnp.dpnp_iface_sorting &mdash; Data Parallel Extension for NumPy 0.17.0dev0+14.gbb2eb115aef documentation</title>
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+  <title>dpnp.dpnp_iface_statistics &mdash; Data Parallel Extension for NumPy 0.17.0dev0+14.gbb2eb115aef documentation</title>
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new file mode 100644
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@@ -0,0 +1,6 @@
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+
+.. currentmodule:: dpnp
+
+.. autofunction:: resize
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+
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+
+.. autofunction:: rot90
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 </li>
       <li><a href="reference/generated/dpnp.real_if_close.html#dpnp.real_if_close">real_if_close() (in module dpnp)</a>
 </li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="reference/generated/dpnp.reciprocal.html#dpnp.reciprocal">reciprocal() (in module dpnp)</a>
 </li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="reference/generated/dpnp.reduce_hypot.html#dpnp.reduce_hypot">reduce_hypot() (in module dpnp)</a>
 </li>
       <li><a href="reference/generated/dpnp.remainder.html#dpnp.remainder">remainder() (in module dpnp)</a>
@@ -1347,6 +1347,8 @@ <h2 id="R">R</h2>
         <li><a href="reference/generated/dpnp.reshape.html#dpnp.reshape">(in module dpnp)</a>
 </li>
       </ul></li>
+      <li><a href="reference/generated/dpnp.resize.html#dpnp.resize">resize() (in module dpnp)</a>
+</li>
       <li><a href="reference/generated/dpnp.result_type.html#dpnp.result_type">result_type() (in module dpnp)</a>
 </li>
       <li><a href="reference/generated/dpnp.fft.rfft.html#dpnp.fft.rfft">rfft() (in module dpnp.fft)</a>
@@ -1364,6 +1366,8 @@ <h2 id="R">R</h2>
       <li><a href="reference/generated/dpnp.roll.html#dpnp.roll">roll() (in module dpnp)</a>
 </li>
       <li><a href="reference/generated/dpnp.rollaxis.html#dpnp.rollaxis">rollaxis() (in module dpnp)</a>
+</li>
+      <li><a href="reference/generated/dpnp.rot90.html#dpnp.rot90">rot90() (in module dpnp)</a>
 </li>
       <li><a href="reference/generated/dpnp.dpnp_array.dpnp_array.html#dpnp.dpnp_array.dpnp_array.round">round() (dpnp.dpnp_array.dpnp_array method)</a>
 
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 </dd>
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+  <title>dpnp.real &mdash; Data Parallel Extension for NumPy 0.17.0dev0+14.gbb2eb115aef documentation</title>
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+  <title>dpnp.real_if_close &mdash; Data Parallel Extension for NumPy 0.17.0dev0+14.gbb2eb115aef documentation</title>
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+  <title>dpnp.reciprocal &mdash; Data Parallel Extension for NumPy 0.17.0dev0+14.gbb2eb115aef documentation</title>
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+  <title>dpnp.reduce_hypot &mdash; Data Parallel Extension for NumPy 0.17.0dev0+14.gbb2eb115aef documentation</title>
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+  <title>dpnp.remainder &mdash; Data Parallel Extension for NumPy 0.17.0dev0+14.gbb2eb115aef documentation</title>
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-  <title>dpnp.repeat &mdash; Data Parallel Extension for NumPy 0.17.0dev0+11.gd0dbe8f297 documentation</title>
+  <title>dpnp.repeat &mdash; Data Parallel Extension for NumPy 0.17.0dev0+14.gbb2eb115aef documentation</title>
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diff --git a/pull/2044/reference/generated/dpnp.reshape.html b/pull/2044/reference/generated/dpnp.reshape.html
index 1897622af81..01078dcc45d 100644
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@@ -13,7 +13,7 @@
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-  <title>dpnp.reshape &mdash; Data Parallel Extension for NumPy 0.17.0dev0+11.gd0dbe8f297 documentation</title>
+  <title>dpnp.reshape &mdash; Data Parallel Extension for NumPy 0.17.0dev0+14.gbb2eb115aef documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
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         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=69a92e22"></script>
+        <script src="../../_static/documentation_options.js?v=4ed5a39d"></script>
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@@ -46,7 +46,7 @@
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           </a>
               <div class="version">
-                0.17.0dev0+11.gd0dbe8f297
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               </div>
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@@ -157,7 +157,8 @@ <h1>dpnp.reshape<a class="headerlink" href="#dpnp-reshape" title="Link to this h
 If <code class="docutils literal notranslate"><span class="pre">False</span></code>, the result array can never be a copy
 and a ValueError exception will be raised in case the copy is necessary.
 If <code class="docutils literal notranslate"><span class="pre">None</span></code>, the result array will reuse existing memory buffer of <cite>a</cite>
-if possible and copy otherwise. Default: None.</p></li>
+if possible and copy otherwise.
+Default: <code class="docutils literal notranslate"><span class="pre">None</span></code>.</p></li>
 </ul>
 </dd>
 <dt class="field-even">Returns<span class="colon">:</span></dt>
@@ -179,15 +180,15 @@ <h1>dpnp.reshape<a class="headerlink" href="#dpnp-reshape" title="Link to this h
 </dl>
 </div>
 <p class="rubric">Examples</p>
-<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">import</span> <span class="nn">dpnp</span> <span class="k">as</span> <span class="nn">dp</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">a</span> <span class="o">=</span> <span class="n">dp</span><span class="o">.</span><span class="n">array</span><span class="p">([[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">],</span> <span class="p">[</span><span class="mi">4</span><span class="p">,</span> <span class="mi">5</span><span class="p">,</span> <span class="mi">6</span><span class="p">]])</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">dp</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="mi">6</span><span class="p">)</span>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">import</span> <span class="nn">dpnp</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">a</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">],</span> <span class="p">[</span><span class="mi">4</span><span class="p">,</span> <span class="mi">5</span><span class="p">,</span> <span class="mi">6</span><span class="p">]])</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">np</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="mi">6</span><span class="p">)</span>
 <span class="go">array([1, 2, 3, 4, 5, 6])</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">dp</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="mi">6</span><span class="p">,</span> <span class="n">order</span><span class="o">=</span><span class="s1">&#39;F&#39;</span><span class="p">)</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">np</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="mi">6</span><span class="p">,</span> <span class="n">order</span><span class="o">=</span><span class="s1">&#39;F&#39;</span><span class="p">)</span>
 <span class="go">array([1, 4, 2, 5, 3, 6])</span>
 </pre></div>
 </div>
-<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">dp</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="o">-</span><span class="mi">1</span><span class="p">))</span>       <span class="c1"># the unspecified value is inferred to be 2</span>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">np</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="o">-</span><span class="mi">1</span><span class="p">))</span>       <span class="c1"># the unspecified value is inferred to be 2</span>
 <span class="go">array([[1, 2],</span>
 <span class="go">       [3, 4],</span>
 <span class="go">       [5, 6]])</span>
diff --git a/pull/2044/reference/generated/dpnp.resize.html b/pull/2044/reference/generated/dpnp.resize.html
new file mode 100644
index 00000000000..357cd3da3dd
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+</ul>
+</li>
+<li class="toctree-l3"><a class="reference internal" href="../indexing.html">Array Indexing Routines</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../binary.html">Binary Operations</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../dtype.html">Data type routines</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../fft.html">FFT Functions</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../linalg.html">Linear Algebra</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../logic.html">Logic Functions</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../math.html">Mathematical functions</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../random.html">Random Sampling (<code class="docutils literal notranslate"><span class="pre">dpnp.random</span></code>)</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../sorting.html">Sorting, Searching, and Counting</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../statistics.html">Statistical Functions</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../special.html">Special Functions</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../dtypes_table.html">Available array data types</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../comparison.html">Comparison Table NumPy/ DPNP/ CuPy</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../misc.html">Miscellaneous routines</a></li>
+</ul>
+</li>
+</ul>
+<p class="caption" role="heading"><span class="caption-text">Development information</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="../../dpnp_backend_api.html">C++ backend API Reference</a></li>
+</ul>
+
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+      </div>
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+      <li class="breadcrumb-item active">dpnp.resize</li>
+      <li class="wy-breadcrumbs-aside">
+            <a href="../../_sources/reference/generated/dpnp.resize.rst.txt" rel="nofollow"> View page source</a>
+      </li>
+  </ul>
+  <hr/>
+</div>
+          <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+           <div itemprop="articleBody">
+             
+  <section id="dpnp-resize">
+<h1>dpnp.resize<a class="headerlink" href="#dpnp-resize" title="Link to this heading"></a></h1>
+<dl class="py function">
+<dt class="sig sig-object py" id="dpnp.resize">
+<span class="sig-prename descclassname"><span class="pre">dpnp.</span></span><span class="sig-name descname"><span class="pre">resize</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">a</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">new_shape</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/dpnp/dpnp_iface_manipulation.html#resize"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#dpnp.resize" title="Link to this definition"></a></dt>
+<dd><p>Return a new array with the specified shape.</p>
+<p>If the new array is larger than the original array, then the new array is
+filled with repeated copies of <cite>a</cite>. Note that this behavior is different
+from <code class="docutils literal notranslate"><span class="pre">a.resize(new_shape)</span></code> which fills with zeros instead of repeated
+copies of <cite>a</cite>.</p>
+<p>For full documentation refer to <a class="reference external" href="https://numpy.org/doc/stable/reference/generated/numpy.resize.html#numpy.resize" title="(in NumPy v2.1)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">numpy.resize</span></code></a>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>a</strong> (<em>{dpnp.ndarray</em><em>, </em><em>usm_ndarray}</em>) -- Array to be resized.</p></li>
+<li><p><strong>new_shape</strong> (<em>{int</em><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.12)"><em>tuple</em></a><em> or </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.12)"><em>list</em></a><em> of </em><em>ints}</em>) -- Shape of resized array.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>out</strong> -- The new array is formed from the data in the old array, repeated
+if necessary to fill out the required number of elements. The
+data are repeated iterating over the array in C-order.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>dpnp.ndarray</p>
+</dd>
+</dl>
+<div class="admonition seealso">
+<p class="admonition-title">See also</p>
+<dl class="simple">
+<dt><code class="xref py py-obj docutils literal notranslate"><span class="pre">dpnp.ndarray.resize</span></code></dt><dd><p>Resize an array in-place.</p>
+</dd>
+<dt><a class="reference internal" href="dpnp.reshape.html#dpnp.reshape" title="dpnp.reshape"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dpnp.reshape</span></code></a></dt><dd><p>Reshape an array without changing the total size.</p>
+</dd>
+<dt><code class="xref py py-obj docutils literal notranslate"><span class="pre">dpnp.pad</span></code></dt><dd><p>Enlarge and pad an array.</p>
+</dd>
+<dt><a class="reference internal" href="dpnp.repeat.html#dpnp.repeat" title="dpnp.repeat"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dpnp.repeat</span></code></a></dt><dd><p>Repeat elements of an array.</p>
+</dd>
+</dl>
+</div>
+<p class="rubric">Notes</p>
+<p>When the total size of the array does not change <a class="reference internal" href="dpnp.reshape.html#dpnp.reshape" title="dpnp.reshape"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dpnp.reshape</span></code></a> should
+be used. In most other cases either indexing (to reduce the size) or
+padding (to increase the size) may be a more appropriate solution.</p>
+<p>Warning: This functionality does <strong>not</strong> consider axes separately,
+i.e. it does not apply interpolation/extrapolation.
+It fills the return array with the required number of elements, iterating
+over <cite>a</cite> in C-order, disregarding axes (and cycling back from the start if
+the new shape is larger). This functionality is therefore not suitable to
+resize images, or data where each axis represents a separate and distinct
+entity.</p>
+<p class="rubric">Examples</p>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">import</span> <span class="nn">dpnp</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">a</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">],</span> <span class="p">[</span><span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">]])</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">np</span><span class="o">.</span><span class="n">resize</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">))</span>
+<span class="go">array([[0, 1, 2],</span>
+<span class="go">       [3, 0, 1]])</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">np</span><span class="o">.</span><span class="n">resize</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">4</span><span class="p">))</span>
+<span class="go">array([[0, 1, 2, 3]])</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">np</span><span class="o">.</span><span class="n">resize</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">4</span><span class="p">))</span>
+<span class="go">array([[0, 1, 2, 3],</span>
+<span class="go">       [0, 1, 2, 3]])</span>
+</pre></div>
+</div>
+</dd></dl>
+
+</section>
+
+
+           </div>
+          </div>
+          <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
+        <a href="dpnp.append.html" class="btn btn-neutral float-left" title="dpnp.append" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
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+    </div>
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+
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+    <p>&#169; Copyright 2020-2024, Intel Corporation.</p>
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diff --git a/pull/2044/reference/generated/dpnp.result_type.html b/pull/2044/reference/generated/dpnp.result_type.html
index 44c6a2eb785..36f0873d314 100644
--- a/pull/2044/reference/generated/dpnp.result_type.html
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@@ -13,7 +13,7 @@
     </script>
     
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.result_type &mdash; Data Parallel Extension for NumPy 0.17.0dev0+11.gd0dbe8f297 documentation</title>
+  <title>dpnp.result_type &mdash; Data Parallel Extension for NumPy 0.17.0dev0+14.gbb2eb115aef documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
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@@ -24,7 +24,7 @@
   
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         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
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     <script src="../../_static/js/theme.js"></script>
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           </a>
               <div class="version">
-                0.17.0dev0+11.gd0dbe8f297
+                0.17.0dev0+14.gbb2eb115aef
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">
@@ -144,18 +144,18 @@ <h1>dpnp.result_type<a class="headerlink" href="#dpnp-result-type" title="Link t
 </dd>
 </dl>
 <p class="rubric">Examples</p>
-<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">import</span> <span class="nn">dpnp</span> <span class="k">as</span> <span class="nn">dp</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">a</span> <span class="o">=</span> <span class="n">dp</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dp</span><span class="o">.</span><span class="n">int64</span><span class="p">)</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">b</span> <span class="o">=</span> <span class="n">dp</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">7</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dp</span><span class="o">.</span><span class="n">int32</span><span class="p">)</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">dp</span><span class="o">.</span><span class="n">result_type</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">)</span>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">import</span> <span class="nn">dpnp</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">a</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">int64</span><span class="p">)</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">b</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">7</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">int32</span><span class="p">)</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">np</span><span class="o">.</span><span class="n">result_type</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">)</span>
 <span class="go">dtype(&#39;int64&#39;)</span>
 </pre></div>
 </div>
-<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">dp</span><span class="o">.</span><span class="n">result_type</span><span class="p">(</span><span class="n">dp</span><span class="o">.</span><span class="n">int64</span><span class="p">,</span> <span class="n">dp</span><span class="o">.</span><span class="n">complex128</span><span class="p">)</span>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">np</span><span class="o">.</span><span class="n">result_type</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">int64</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">complex128</span><span class="p">)</span>
 <span class="go">dtype(&#39;complex128&#39;)</span>
 </pre></div>
 </div>
-<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">dp</span><span class="o">.</span><span class="n">result_type</span><span class="p">(</span><span class="n">dp</span><span class="o">.</span><span class="n">ones</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dp</span><span class="o">.</span><span class="n">float32</span><span class="p">),</span> <span class="n">dp</span><span class="o">.</span><span class="n">float64</span><span class="p">)</span>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">np</span><span class="o">.</span><span class="n">result_type</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">ones</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">float32</span><span class="p">),</span> <span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">)</span>
 <span class="go">dtype(&#39;float64&#39;)</span>
 </pre></div>
 </div>
diff --git a/pull/2044/reference/generated/dpnp.right_shift.html b/pull/2044/reference/generated/dpnp.right_shift.html
index 65b56776227..f2ffd3a376a 100644
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@@ -13,7 +13,7 @@
     </script>
     
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.right_shift &mdash; Data Parallel Extension for NumPy 0.17.0dev0+11.gd0dbe8f297 documentation</title>
+  <title>dpnp.right_shift &mdash; Data Parallel Extension for NumPy 0.17.0dev0+14.gbb2eb115aef documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
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@@ -24,7 +24,7 @@
   
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         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
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+        <script src="../../_static/documentation_options.js?v=4ed5a39d"></script>
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           </a>
               <div class="version">
-                0.17.0dev0+11.gd0dbe8f297
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-  <title>dpnp.rint &mdash; Data Parallel Extension for NumPy 0.17.0dev0+11.gd0dbe8f297 documentation</title>
+  <title>dpnp.rint &mdash; Data Parallel Extension for NumPy 0.17.0dev0+14.gbb2eb115aef documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           </a>
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-                0.17.0dev0+11.gd0dbe8f297
+                0.17.0dev0+14.gbb2eb115aef
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diff --git a/pull/2044/reference/generated/dpnp.roll.html b/pull/2044/reference/generated/dpnp.roll.html
index c60608bd539..275873960be 100644
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-  <title>dpnp.roll &mdash; Data Parallel Extension for NumPy 0.17.0dev0+11.gd0dbe8f297 documentation</title>
+  <title>dpnp.roll &mdash; Data Parallel Extension for NumPy 0.17.0dev0+14.gbb2eb115aef documentation</title>
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@@ -46,7 +46,7 @@
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@@ -13,7 +13,7 @@
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+             
+  <section id="dpnp-rot90">
+<h1>dpnp.rot90<a class="headerlink" href="#dpnp-rot90" title="Link to this heading"></a></h1>
+<dl class="py function">
+<dt class="sig sig-object py" id="dpnp.rot90">
+<span class="sig-prename descclassname"><span class="pre">dpnp.</span></span><span class="sig-name descname"><span class="pre">rot90</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">m</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">k</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">axes</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">(0,</span> <span class="pre">1)</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/dpnp/dpnp_iface_manipulation.html#rot90"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#dpnp.rot90" title="Link to this definition"></a></dt>
+<dd><p>Rotate an array by 90 degrees in the plane specified by axes.</p>
+<p>Rotation direction is from the first towards the second axis.
+This means for a 2D array with the default <cite>k</cite> and <cite>axes</cite>, the
+rotation will be counterclockwise.</p>
+<p>For full documentation refer to <a class="reference external" href="https://numpy.org/doc/stable/reference/generated/numpy.rot90.html#numpy.rot90" title="(in NumPy v2.1)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">numpy.rot90</span></code></a>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>m</strong> (<em>{dpnp.ndarray</em><em>, </em><em>usm_ndarray}</em>) -- Array of two or more dimensions.</p></li>
+<li><p><strong>k</strong> (<em>integer</em><em>, </em><em>optional</em>) -- Number of times the array is rotated by 90 degrees.
+Default: <code class="docutils literal notranslate"><span class="pre">1</span></code>.</p></li>
+<li><p><strong>axes</strong> (<em>(</em><em>2</em><em>,</em><em>) </em><em>array_like</em><em> of </em><em>ints</em><em>, </em><em>optional</em>) -- The array is rotated in the plane defined by the axes.
+Axes must be different.
+Default: <code class="docutils literal notranslate"><span class="pre">(0,</span> <span class="pre">1)</span></code>.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>out</strong> -- A rotated view of <cite>m</cite>.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>dpnp.ndarray</p>
+</dd>
+</dl>
+<div class="admonition seealso">
+<p class="admonition-title">See also</p>
+<dl class="simple">
+<dt><a class="reference internal" href="dpnp.flip.html#dpnp.flip" title="dpnp.flip"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dpnp.flip</span></code></a></dt><dd><p>Reverse the order of elements in an array along the given axis.</p>
+</dd>
+<dt><a class="reference internal" href="dpnp.fliplr.html#dpnp.fliplr" title="dpnp.fliplr"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dpnp.fliplr</span></code></a></dt><dd><p>Flip an array horizontally.</p>
+</dd>
+<dt><a class="reference internal" href="dpnp.flipud.html#dpnp.flipud" title="dpnp.flipud"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dpnp.flipud</span></code></a></dt><dd><p>Flip an array vertically.</p>
+</dd>
+</dl>
+</div>
+<p class="rubric">Notes</p>
+<p><code class="docutils literal notranslate"><span class="pre">rot90(m,</span> <span class="pre">k=1,</span> <span class="pre">axes=(1,0))</span></code> is the reverse of
+<code class="docutils literal notranslate"><span class="pre">rot90(m,</span> <span class="pre">k=1,</span> <span class="pre">axes=(0,1))</span></code>.</p>
+<p><code class="docutils literal notranslate"><span class="pre">rot90(m,</span> <span class="pre">k=1,</span> <span class="pre">axes=(1,0))</span></code> is equivalent to
+<code class="docutils literal notranslate"><span class="pre">rot90(m,</span> <span class="pre">k=-1,</span> <span class="pre">axes=(0,1))</span></code>.</p>
+<p class="rubric">Examples</p>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">import</span> <span class="nn">dpnp</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">m</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">],</span> <span class="p">[</span><span class="mi">3</span><span class="p">,</span> <span class="mi">4</span><span class="p">]])</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">m</span>
+<span class="go">array([[1, 2],</span>
+<span class="go">       [3, 4]])</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">np</span><span class="o">.</span><span class="n">rot90</span><span class="p">(</span><span class="n">m</span><span class="p">)</span>
+<span class="go">array([[2, 4],</span>
+<span class="go">       [1, 3]])</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">np</span><span class="o">.</span><span class="n">rot90</span><span class="p">(</span><span class="n">m</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>
+<span class="go">array([[4, 3],</span>
+<span class="go">       [2, 1]])</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">m</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">8</span><span class="p">)</span><span class="o">.</span><span class="n">reshape</span><span class="p">((</span><span class="mi">2</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">2</span><span class="p">))</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">np</span><span class="o">.</span><span class="n">rot90</span><span class="p">(</span><span class="n">m</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">))</span>
+<span class="go">array([[[1, 3],</span>
+<span class="go">        [0, 2]],</span>
+<span class="go">       [[5, 7],</span>
+<span class="go">        [4, 6]]])</span>
+</pre></div>
+</div>
+</dd></dl>
+
+</section>
+
+
+           </div>
+          </div>
+          <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
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+    <p>&#169; Copyright 2020-2024, Intel Corporation.</p>
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diff --git a/pull/2044/reference/generated/dpnp.round.html b/pull/2044/reference/generated/dpnp.round.html
index 047a8cd11e4..2e630317bf4 100644
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@@ -13,7 +13,7 @@
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+  <title>dpnp.round &mdash; Data Parallel Extension for NumPy 0.17.0dev0+14.gbb2eb115aef documentation</title>
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@@ -46,7 +46,7 @@
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107, 109, 110, 111, 112, 114, 115, 117, 118, 119, 122, 123, 124, 128, 129, 130, 131, 132, 133, 136, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 158, 159, 160, 161, 164, 166, 167, 169, 170, 172, 176, 177, 178, 179, 180, 187, 188, 189, 190, 194, 195, 196, 198, 200, 201, 204, 205, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 224, 225, 227, 231, 233, 234, 237, 241, 242, 246, 248, 303, 308, 316, 348, 349, 350, 351, 352, 353, 354, 355, 357, 359, 360, 361, 363, 368, 369, 370, 372, 389, 392, 397, 398, 399, 400, 401, 402, 403, 405, 406, 411, 414, 419, 420, 423, 425, 429, 430, 435, 439, 440, 441, 442, 446, 447, 448, 452, 454, 455, 457, 458, 459, 460, 462, 464, 466, 468, 470, 472, 473, 477, 480, 482, 483, 484, 500], "AND": [16, 58, 59, 60, 61, 172, 218, 219, 220, 221], "And": [4, 48, 49, 90, 98, 303, 466, 470], "As": 474, "Be": 193, "Being": 3, "But": [4, 101], "By": [31, 32, 42, 49, 83, 98, 117, 121, 123, 127, 129, 133, 156, 198, 210, 222, 225, 226, 228, 232, 239, 240, 243, 244, 245, 246, 247, 248, 249, 303, 419, 426, 431, 443, 451, 455, 464, 466, 468, 470, 478], "For": [0, 10, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 149, 150, 151, 152, 153, 154, 155, 156, 158, 159, 160, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 201, 202, 203, 204, 205, 206, 207, 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43, 44, 45, 49, 56, 68, 70, 71, 81, 83, 84, 85, 86, 89, 93, 94, 97, 98, 99, 101, 102, 103, 104, 111, 113, 114, 115, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 134, 135, 136, 139, 145, 146, 148, 153, 156, 158, 162, 163, 164, 165, 169, 170, 171, 173, 179, 180, 181, 190, 198, 199, 200, 201, 202, 203, 204, 207, 209, 210, 211, 222, 223, 226, 227, 228, 230, 232, 233, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 303, 337, 357, 358, 362, 365, 366, 370, 392, 414, 421, 422, 424, 426, 427, 431, 433, 434, 436, 444, 446, 449, 450, 451, 453, 454, 455, 456, 459, 460, 461, 462, 463, 474, 476, 477, 478, 479, 480, 481, 482, 492, 500], "In": [4, 10, 31, 32, 85, 86, 103, 104, 122, 123, 124, 127, 129, 158, 190, 195, 201, 204, 217, 222, 241, 242, 244, 246, 248, 362, 365, 370, 414, 420, 427, 453, 455, 473], "It": [4, 10, 16, 21, 22, 31, 32, 68, 85, 86, 95, 97, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 134, 158, 194, 196, 217, 225, 228, 239, 240, 241, 242, 243, 244, 245, 247, 249, 362, 437, 451, 453, 455, 478, 500], "Its": [68, 208, 366, 461], "NOT": [59, 172, 218, 219, 220, 221], "No": [41, 42, 103, 190], "Not": [16, 21, 42, 176, 238, 241, 242, 243, 245, 246, 248, 362], "OR": [21, 58, 59, 60, 61, 172, 218, 219, 220, 221], "On": 4, "One": [53, 54, 55, 83, 100, 101, 127, 427], "Or": [158, 463], "That": 224, "The": [3, 4, 10, 13, 14, 15, 16, 17, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 56, 58, 59, 60, 61, 63, 65, 68, 69, 70, 71, 75, 76, 77, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 96, 98, 100, 101, 102, 103, 104, 105, 106, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 136, 139, 142, 143, 144, 145, 146, 147, 149, 150, 151, 152, 153, 154, 155, 156, 158, 159, 160, 161, 162, 163, 165, 166, 167, 170, 172, 173, 175, 176, 177, 178, 182, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 198, 199, 201, 202, 203, 204, 205, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 220, 222, 223, 224, 225, 226, 227, 231, 232, 233, 234, 236, 237, 238, 239, 240, 241, 242, 243, 245, 246, 247, 248, 249, 303, 308, 317, 324, 326, 330, 335, 347, 348, 349, 350, 351, 352, 353, 354, 357, 359, 360, 361, 362, 364, 365, 366, 368, 369, 370, 373, 375, 376, 386, 391, 392, 397, 398, 399, 400, 401, 402, 403, 405, 406, 411, 414, 419, 420, 423, 424, 425, 426, 427, 428, 429, 431, 432, 434, 435, 437, 438, 439, 440, 441, 442, 444, 446, 447, 448, 450, 451, 452, 453, 455, 456, 457, 458, 459, 460, 462, 463, 464, 466, 467, 468, 470, 471, 472, 473, 474, 475, 477, 478, 481, 482, 483, 484, 492, 496, 500], "Then": [10, 43, 45, 224], "There": [10, 210, 474], "These": [4, 22, 101, 103, 104, 111, 224, 236, 366, 456, 466, 470, 492, 496], "To": [4, 121, 127, 129, 142, 350, 476], "With": [31, 32, 56, 81, 164, 202, 226, 232, 239, 240, 246, 248, 362, 453, 480], "_": [0, 163, 450, 463], "__array_interface__": 101, "__bool__": 492, "__dlpack__": 148, "__dlpack_device__": 148, "__eq__": [98, 101, 137, 370], "__ge__": [98, 101, 137, 370], "__getitem__": [98, 101, 137], "__gt__": [98, 101, 137, 370], "__iter__": 137, "__le__": [98, 101, 137, 370], "__len__": [98, 101], "__lt__": [98, 101, 137, 370], "__main__": 0, "__name__": 0, "__ne__": [98, 101, 137, 370], "__next__": 137, "__setitem__": [98, 137], "__sycl_usm_array_interface__": 44, "_dtypes_list": 0, "a1": [37, 38], "a2": [37, 38], "a_": 10, "a_k": 10, "a_m": 10, "a_max": 68, "a_min": 68, "a_resamp": 127, "ab": [6, 10, 12, 17, 173], "abc": 103, "abcd": 104, "about": [43, 45, 98, 135, 193, 314, 492], "abov": [3, 13, 14, 24, 25, 26, 27, 30, 46, 47, 52, 84, 89, 92, 119, 124, 129, 133, 170, 204, 223, 238, 424, 464, 465, 469], "absolut": [6, 11, 17, 20, 115, 173, 205, 247, 249, 363, 422, 451, 476, 478, 500], "accept": [33, 103, 370, 444, 466, 470], "access": [10, 90, 91, 134, 224, 466, 470, 492], "accord": [16, 21, 56, 64, 101, 133, 135, 193, 194, 195, 196, 223, 228, 244, 247, 249, 424, 429, 451, 478], "accordingli": [243, 245], "account": 427, "accumul": [84, 85, 86, 103, 162, 241, 242, 246, 248, 362, 453, 461], "accur": [101, 112, 158, 214, 216], "accuraci": [122, 123, 124, 127, 129], "achiev": 103, "aco": 24, "acosh": 25, "across": [93, 163, 241, 242, 246, 248], "activ": 4, "actual": [101, 162, 163, 190, 201], "ad": [17, 101, 104, 111, 127, 173, 192, 205, 217, 476, 496], "add": [6, 101, 500], "add_docstr": 6, "add_newdoc": 6, "add_newdoc_ufunc": 6, "addit": [84, 190, 244, 474], "address": 101, "adjac": 476, "advanc": 103, "advers": 103, "advis": 4, "affect": [23, 93, 103, 134, 162, 163], "after": [100, 134, 349, 389, 431], "ag": 101, "against": [17, 31, 32, 62, 63, 68, 81, 157, 173, 202, 203, 226, 232, 239, 240, 246, 248, 362, 366, 453, 456], "ai": [3, 366, 456], "ai_max": 456, "ai_min": 456, "ainv": [197, 208], "al": 10, "algebra": [485, 496], "algorithm": [10, 103, 104, 116, 122, 130], "alia": [10, 13, 14, 18, 19, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 59, 70, 71, 96, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 135, 172, 187, 234, 250, 357, 360, 361, 370, 400, 403, 405, 425, 429, 434, 462, 472, 476, 481], "alias": [9, 121, 122, 127, 129], "align": 101, "all": [4, 6, 9, 17, 20, 21, 22, 37, 38, 42, 49, 56, 69, 81, 88, 94, 98, 100, 101, 103, 104, 109, 110, 112, 114, 119, 120, 124, 125, 128, 129, 133, 134, 139, 140, 141, 149, 150, 152, 156, 158, 165, 167, 169, 185, 190, 200, 203, 210, 222, 226, 232, 239, 240, 243, 245, 303, 306, 313, 326, 362, 372, 421, 422, 431, 434, 437, 449, 453, 474, 481, 492, 500], "allclos": [6, 37, 173, 197, 203, 204, 206, 207, 209], "alloc": [3, 4, 22, 23, 36, 40, 41, 42, 43, 44, 45, 49, 56, 75, 84, 89, 90, 92, 98, 105, 106, 114, 118, 132, 136, 149, 150, 151, 152, 153, 154, 155, 156, 167, 170, 179, 180, 210, 211, 222, 223, 224, 228, 231, 244, 247, 249, 303, 308, 352, 353, 354, 370, 392, 397, 398, 399, 400, 401, 402, 403, 405, 411, 414, 424, 449, 451, 464, 466, 470, 477, 478, 483, 484], "allow": [39, 49, 98, 103, 162, 163, 217, 224, 303, 332, 455, 492], "alltru": 6, "almost": [34, 193, 466], "along": [3, 4, 16, 18, 19, 21, 22, 31, 32, 33, 39, 56, 69, 70, 71, 81, 84, 85, 86, 89, 90, 92, 93, 94, 98, 99, 100, 102, 113, 116, 117, 119, 120, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 134, 139, 140, 141, 145, 146, 151, 156, 158, 164, 165, 170, 202, 204, 208, 209, 210, 222, 223, 226, 227, 228, 229, 230, 232, 233, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 300, 301, 302, 309, 310, 320, 322, 327, 328, 336, 339, 341, 343, 344, 346, 358, 362, 364, 365, 366, 424, 426, 431, 432, 434, 437, 443, 444, 446, 450, 451, 453, 455, 456, 459, 460, 461, 463, 466, 467, 470, 471, 474, 476, 478, 480, 481, 492], "alpha": [371, 376, 377, 393, 396], "alreadi": [4, 10, 41, 42, 53, 54, 55, 355, 474], "also": [3, 4, 10, 13, 14, 15, 17, 20, 23, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 58, 60, 61, 76, 96, 98, 101, 103, 107, 111, 119, 124, 128, 129, 130, 133, 142, 144, 145, 146, 147, 151, 153, 158, 159, 160, 161, 162, 166, 173, 187, 188, 189, 190, 216, 217, 224, 227, 233, 234, 236, 237, 335, 350, 351, 360, 361, 408, 425, 429, 452, 455, 472, 474, 492], "alter": 93, "altern": [3, 4, 16, 21, 85, 86, 97, 98, 225, 226, 228, 232, 241, 242, 244, 246, 247, 248, 249, 345, 362, 451, 453, 478], "although": [20, 101, 123, 124, 125, 460], "alwai": [4, 10, 13, 14, 24, 25, 26, 27, 28, 30, 33, 40, 46, 47, 49, 50, 52, 93, 98, 99, 102, 115, 142, 148, 164, 194, 196, 247, 249, 303, 350, 427, 445, 451, 478, 480], "amax": [6, 226], "ambigu": 492, "amin": [6, 232], "among": 102, "amplitud": 10, "an": [0, 3, 4, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 75, 76, 79, 80, 84, 85, 86, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 109, 110, 111, 112, 113, 114, 116, 117, 118, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 174, 175, 176, 177, 178, 182, 185, 187, 188, 189, 192, 195, 198, 200, 201, 202, 204, 205, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 226, 227, 228, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 257, 302, 303, 304, 305, 308, 318, 320, 324, 326, 328, 331, 332, 335, 336, 337, 338, 342, 343, 345, 347, 348, 350, 351, 352, 353, 354, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 370, 372, 377, 378, 380, 389, 392, 397, 398, 399, 400, 401, 402, 403, 405, 406, 411, 414, 418, 419, 420, 421, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 480, 481, 482, 483, 484, 492, 500], "anaconda": 3, "analog": [117, 119, 121, 123, 124, 126], "analysi": 10, "analyt": [3, 13, 14, 24, 25, 26, 27, 28, 30, 46, 47, 50, 52], "angl": [6, 10, 13, 14, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 87, 88, 169, 368, 369, 421, 422, 476, 500], "ani": [3, 6, 16, 17, 22, 36, 40, 41, 42, 43, 44, 45, 49, 62, 63, 75, 89, 92, 94, 98, 101, 103, 104, 117, 119, 123, 124, 129, 133, 134, 154, 155, 156, 158, 163, 165, 175, 182, 183, 199, 209, 210, 222, 224, 243, 245, 303, 324, 370, 414, 444, 477, 492], "anoth": [4, 77, 98, 113, 123, 124, 148, 308, 328, 358, 365, 432], "answer": 372, "anti": [93, 134], "anyth": 101, "ap": 198, "apart": 463, "api": [0, 2, 3, 6, 23, 36, 40, 41, 42, 43, 44, 45, 49, 75, 89, 90, 92, 98, 101, 105, 106, 114, 118, 132, 148, 149, 150, 151, 152, 153, 154, 155, 156, 167, 170, 210, 211, 222, 224, 231, 303, 308, 352, 353, 354, 370, 392, 397, 398, 399, 400, 401, 402, 403, 405, 406, 411, 414, 464, 466, 470, 477, 483, 484], "appear": [111, 140, 141, 474], "append": [0, 6, 94, 102, 104, 111, 122, 123, 124, 187], "appli": [31, 32, 33, 56, 64, 103, 238, 420, 428, 459, 463], "applic": [10, 101], "apply_along_axi": 6, "apply_over_ax": 6, "approach": [98, 101, 122, 123, 124, 335], "appropri": [4, 31, 32, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 157, 209, 239, 240, 243, 245, 370, 398, 401, 455, 492], "approxim": [135, 463], "ar": [3, 4, 10, 11, 12, 13, 14, 15, 16, 17, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 42, 46, 47, 49, 50, 51, 52, 53, 54, 55, 56, 58, 59, 60, 61, 62, 65, 66, 68, 69, 70, 71, 72, 73, 76, 77, 78, 79, 80, 81, 82, 84, 85, 86, 87, 88, 89, 93, 94, 96, 97, 98, 101, 102, 103, 104, 107, 108, 109, 110, 111, 112, 114, 115, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 136, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 151, 156, 158, 159, 160, 161, 162, 163, 166, 171, 172, 173, 176, 177, 178, 187, 188, 189, 190, 193, 194, 195, 196, 198, 199, 200, 201, 202, 203, 207, 208, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 303, 325, 326, 335, 347, 348, 349, 350, 351, 356, 358, 359, 360, 361, 362, 363, 366, 367, 368, 369, 370, 371, 372, 374, 377, 378, 379, 380, 381, 382, 383, 384, 385, 387, 388, 389, 392, 393, 395, 396, 398, 401, 402, 404, 410, 412, 413, 414, 415, 416, 417, 418, 419, 420, 423, 424, 425, 429, 430, 431, 433, 434, 435, 436, 437, 439, 440, 441, 443, 444, 447, 448, 450, 451, 452, 453, 455, 456, 457, 458, 459, 461, 463, 467, 471, 472, 473, 474, 475, 476, 477, 478, 479, 481, 482, 492, 500], "arang": [0, 6, 15, 31, 32, 34, 39, 53, 54, 55, 56, 57, 68, 76, 88, 89, 90, 91, 93, 96, 97, 98, 99, 103, 107, 109, 110, 112, 113, 116, 138, 139, 142, 147, 155, 156, 158, 162, 164, 170, 171, 185, 186, 202, 210, 213, 214, 218, 219, 220, 221, 222, 224, 225, 226, 230, 232, 234, 237, 311, 351, 354, 358, 360, 361, 365, 369, 394, 425, 428, 431, 437, 446, 452, 459, 461, 463, 466, 467, 470, 471, 472, 480, 482, 484], "arbitrari": [48, 97, 101, 103, 171, 225, 428, 466, 470], "arbitrarili": 103, "arc": [20, 26, 28, 46, 50], "arcco": [6, 13, 14, 25, 26, 28, 29, 46, 50, 51, 79], "arccosh": [6, 13, 14, 24, 27, 30, 47, 52, 80], "arcsin": [6, 13, 24, 27, 28, 29, 46, 47, 50, 51, 441], "arcsinh": [6, 14, 25, 26, 30, 46, 47, 52, 442], "arctan": [6, 13, 20, 24, 26, 29, 30, 46, 50, 51, 52, 457], "arctan2": [6, 20, 26, 28, 46, 50, 51], "arctanh": [6, 14, 25, 27, 28, 29, 47, 50, 51, 52, 458], "area": 463, "arg": [62, 185, 370], "arg1": 184, "arg2": 184, "argmax": [0, 6, 32, 98, 239, 366, 456, 492], "argmin": [6, 31, 98, 240, 456, 492], "argpartit": [6, 33, 366, 456, 492], "argsort": [6, 98, 357, 366, 436, 444, 456, 462, 492], "argument": [0, 10, 11, 12, 13, 14, 15, 20, 23, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 58, 59, 60, 61, 64, 65, 66, 68, 70, 71, 76, 79, 80, 87, 88, 96, 97, 98, 101, 104, 108, 109, 110, 112, 142, 143, 144, 145, 146, 147, 161, 166, 169, 172, 183, 184, 187, 201, 202, 213, 214, 215, 216, 217, 224, 225, 227, 233, 234, 235, 237, 332, 345, 348, 349, 359, 360, 361, 363, 365, 368, 369, 421, 422, 423, 425, 428, 429, 430, 435, 439, 440, 441, 442, 450, 452, 457, 458, 459, 463, 472, 473, 492, 500], "argwher": [6, 350], "ari": [39, 53, 54, 55, 99, 102, 164, 446, 480], "arithmet": [56, 156, 228, 229, 244, 247, 249, 359, 451, 453, 478, 485, 496], "around": [6, 98, 156, 365, 420, 433], "arr": [22, 42, 91, 101, 163, 367, 394, 420, 467, 471], "arr2": 101, "arr_t": [49, 98, 303], "arrai": [0, 2, 3, 4, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 251, 257, 300, 301, 302, 303, 304, 305, 308, 311, 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438, 443, 455, 459, 477], "array_of_diagon": 93, "array_repr": 6, "array_split": [6, 70, 71, 446], "array_str": 6, "arrays_and_dtyp": 428, "art": 10, "asanyarrai": [6, 41, 42, 45], "asarrai": [4, 6, 40, 42, 43, 45, 48, 347, 443], "asarray_chkfinit": [6, 40, 41], "ascend": [194, 196, 436], "ascii": 101, "ascontiguousarrai": [6, 40, 41, 42, 45], "asfarrai": [6, 40, 41], "asfortranarrai": [6, 40, 41, 42, 43], "asin": 26, "asinh": 27, "asmatrix": 6, "asnumpi": 98, "aspect": 101, "assembl": [70, 71, 100, 165, 434, 450, 481], "assign": [98, 313, 335, 466, 470], "associ": [56, 162, 163, 492], "assum": [10, 56, 104, 121, 127, 129, 200, 203, 207, 224, 463], "astyp": [6, 98, 156, 350], "atan": 28, "atan2": 29, "atanh": 30, "atleast_1d": [6, 54, 55, 111], "atleast_2d": [6, 53, 55, 111], "atleast_3d": [6, 53, 54, 111], "atol": [17, 173], "attain": 0, "attempt": [97, 201], "attribut": [98, 101, 106, 135, 155, 168, 204, 354, 484, 485], "automat": [162, 163], "avail": [2, 3, 4, 10, 78, 82, 101, 108, 229, 235, 239, 240, 243, 245, 246, 485, 492], "averag": [6, 98, 228, 244, 321, 453, 496], "avg": 56, "avoid": [36, 41, 54, 55, 121, 127, 129], "aweight": 82, "ax": [16, 21, 31, 32, 56, 81, 84, 94, 97, 98, 103, 111, 117, 119, 120, 123, 124, 125, 128, 129, 131, 133, 139, 158, 171, 202, 206, 208, 209, 223, 225, 226, 228, 232, 236, 239, 240, 243, 244, 245, 246, 247, 248, 249, 342, 345, 355, 357, 362, 424, 431, 432, 449, 451, 453, 454, 459, 460, 461, 462, 474, 478], "axi": [16, 18, 19, 21, 22, 31, 32, 33, 39, 56, 69, 70, 71, 81, 83, 84, 85, 86, 93, 94, 98, 99, 100, 102, 103, 111, 113, 116, 117, 119, 120, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 139, 140, 141, 145, 146, 151, 156, 158, 164, 165, 170, 198, 202, 210, 222, 223, 225, 226, 227, 228, 229, 232, 233, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 298, 299, 300, 301, 302, 309, 310, 316, 320, 321, 322, 326, 327, 328, 331, 336, 337, 338, 339, 341, 343, 345, 346, 356, 357, 358, 362, 364, 365, 366, 419, 424, 426, 427, 431, 432, 434, 437, 443, 444, 446, 449, 450, 451, 453, 454, 455, 456, 459, 460, 461, 462, 463, 474, 476, 478, 480, 481, 492], "axis1": [93, 98, 311, 342, 344, 454, 461], "axis2": [93, 98, 311, 342, 344, 454, 461], "axisa": 83, "axisb": 83, "axisc": 83, "axiserror": [33, 444], "b": [10, 15, 17, 22, 31, 32, 37, 38, 58, 61, 69, 70, 71, 77, 83, 86, 97, 98, 100, 101, 103, 104, 107, 149, 150, 159, 160, 165, 171, 173, 186, 188, 189, 192, 198, 201, 202, 203, 205, 206, 207, 208, 209, 218, 220, 225, 226, 232, 349, 351, 355, 360, 361, 371, 428, 434, 450, 459, 460, 468, 479, 481, 500], "back": [98, 151, 316, 419, 427, 432, 468], "backend": [2, 157, 373, 375, 376, 386, 391, 407], "backward": [10, 49, 98, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 158, 303, 431, 432], "bad": 382, "bartlett": 6, "base": [0, 4, 101, 103, 110, 113, 142, 156, 162, 163, 207, 212, 213, 214, 215, 216, 217, 222, 223, 225, 358, 360, 361, 365, 367], "base_repr": 6, "basic": [64, 103, 492, 496], "bc": [192, 205], "bcde": 104, "becaus": [10, 16, 21, 121, 127, 129, 476, 492], "becom": [10, 98, 162, 345], "been": [100, 366, 432, 456], "befor": [4, 22, 33, 70, 71, 84, 98, 102, 122, 123, 124, 140, 141, 209, 223, 226, 232, 247, 249, 326, 337, 362, 424, 431, 432, 444, 451, 453, 460, 478, 479], "begin": [102, 104, 156, 210, 222, 437], "behav": [211, 365], "behavior": [98, 131, 238, 308, 460], "behind": [98, 326], "being": [3, 101, 145, 146, 227, 233], "belong": [95, 162], "below": [0, 4, 9, 13, 24, 26, 27, 30, 46, 47, 52, 89, 92, 101, 127, 200, 464, 465, 469, 476, 492], "best": 104, "beta": [6, 381], "between": [17, 23, 39, 64, 94, 102, 135, 150, 153, 158, 171, 173, 210, 222, 387, 401, 452, 463, 476], "beyond": [4, 431], "bia": 82, "big": 101, "bin": [95, 116, 118, 132, 162, 163, 408], "bin_edg": [162, 163], "binari": [58, 60, 61, 149, 150, 152, 153, 485, 496], "binary_repr": 6, "bincount": [6, 95, 162], "binomi": [6, 389], "bins_0": 163, "bins_1": 163, "bit": [58, 59, 60, 61, 101, 135, 168, 172, 187, 218, 220, 221, 246, 248, 429, 440, 496], "bitwis": [58, 60, 61], "bitwise_and": [6, 59, 60, 61, 172, 218], "bitwise_invert": [59, 172], "bitwise_left_shift": 187, "bitwise_not": 6, "bitwise_or": [6, 58, 59, 61, 172, 220], "bitwise_right_shift": 429, "bitwise_xor": [6, 58, 59, 60, 172, 221], "biufcmmosuv": 101, "blackman": 6, "block": [6, 70, 71, 100, 134, 165, 186, 434, 450, 481], "bmat": 6, "bool": [9, 16, 17, 21, 31, 32, 36, 37, 38, 41, 44, 49, 56, 64, 77, 81, 84, 95, 98, 101, 104, 107, 134, 148, 156, 159, 160, 162, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 188, 189, 190, 200, 202, 203, 207, 210, 222, 223, 226, 228, 230, 232, 238, 239, 240, 243, 244, 245, 246, 247, 248, 249, 303, 350, 351, 362, 424, 427, 437, 440, 451, 453, 455, 474, 477, 478, 492], "bool_": 9, "boolean": [58, 59, 60, 61, 77, 84, 101, 113, 142, 148, 170, 172, 173, 176, 177, 178, 179, 180, 181, 185, 218, 220, 223, 224, 228, 244, 246, 247, 249, 350, 358, 424, 427, 451, 455, 478], "boolean_sequ": 185, "both": [10, 15, 17, 22, 29, 37, 38, 51, 56, 58, 60, 61, 68, 76, 83, 96, 97, 107, 123, 130, 142, 144, 145, 146, 147, 159, 160, 161, 166, 171, 173, 186, 187, 188, 189, 202, 216, 217, 218, 220, 221, 225, 227, 233, 234, 237, 248, 349, 351, 360, 361, 425, 429, 452, 459, 461, 466, 468, 470, 472, 479, 482], "bound": [365, 420, 436, 455, 456], "boundari": [158, 365, 420], "branch": [13, 14, 24, 25, 26, 27, 28, 30, 46, 47, 50, 52], "briefli": 492, "broadcast": [15, 16, 21, 31, 32, 38, 56, 62, 63, 68, 77, 81, 96, 103, 113, 142, 145, 146, 166, 179, 180, 202, 203, 221, 223, 225, 226, 227, 228, 232, 233, 237, 239, 240, 244, 246, 247, 248, 249, 360, 361, 362, 365, 366, 424, 426, 451, 452, 453, 456, 460, 472, 478, 482], "broadcast_arrai": [6, 63], "broadcast_shap": 6, "broadcast_to": [6, 62, 460], "brought": 10, "buffer": [44, 85, 86, 98, 148, 149, 150, 152, 153, 211, 226, 232, 241, 242, 427], "buffer_lik": 149, "buffererror": 148, "build": 496, "build_loc": 4, "built": 101, "busday_count": 6, "busday_offset": 6, "byte": [6, 49, 98, 101, 103, 149, 150, 211, 303, 319, 323], "byte_bound": 6, "byteord": 101, "byteswap": 6, "bz2": 211, "c": [2, 4, 11, 12, 13, 14, 15, 20, 24, 25, 26, 27, 28, 29, 30, 36, 38, 40, 41, 42, 43, 45, 46, 47, 48, 49, 50, 51, 52, 58, 59, 60, 61, 65, 66, 68, 72, 73, 75, 76, 79, 80, 83, 87, 88, 96, 97, 98, 101, 103, 104, 105, 106, 107, 109, 110, 112, 114, 115, 136, 142, 143, 144, 145, 146, 147, 154, 155, 157, 159, 160, 161, 166, 169, 171, 172, 176, 177, 178, 186, 187, 188, 189, 192, 198, 201, 202, 205, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 225, 227, 233, 234, 237, 303, 308, 316, 329, 348, 349, 350, 351, 353, 354, 359, 360, 361, 363, 368, 369, 419, 420, 423, 425, 427, 429, 430, 435, 439, 440, 441, 442, 447, 448, 452, 457, 458, 459, 460, 472, 473, 474, 475, 482, 483, 484, 500], "c_contigu": [43, 45, 98, 308], "ca": 74, "calcul": [10, 11, 12, 15, 20, 29, 51, 56, 84, 86, 94, 96, 102, 103, 107, 109, 110, 112, 116, 125, 142, 143, 144, 147, 158, 163, 166, 193, 194, 195, 196, 198, 203, 214, 216, 217, 223, 225, 228, 234, 237, 244, 247, 249, 351, 360, 361, 362, 424, 425, 451, 452, 472, 478, 479, 485, 500], "call": [10, 20, 22, 29, 31, 32, 33, 43, 45, 51, 101, 122, 123, 124, 127, 130, 151, 193, 195, 201, 224, 257, 350, 449, 455, 460, 463, 500], "callabl": [151, 224], "cambridg": 10, "can": [0, 3, 4, 10, 15, 17, 22, 23, 29, 33, 36, 37, 38, 40, 41, 42, 43, 44, 45, 48, 49, 51, 56, 58, 59, 60, 61, 64, 75, 76, 83, 89, 90, 92, 93, 96, 97, 98, 101, 103, 104, 105, 106, 107, 114, 116, 117, 118, 119, 122, 123, 124, 127, 128, 129, 132, 134, 142, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 158, 159, 160, 161, 165, 166, 167, 170, 171, 172, 173, 175, 182, 183, 185, 186, 187, 188, 189, 190, 197, 198, 199, 209, 210, 211, 216, 217, 218, 220, 221, 222, 224, 225, 227, 231, 233, 234, 237, 246, 248, 303, 308, 335, 337, 348, 349, 350, 351, 352, 353, 354, 359, 360, 361, 366, 370, 392, 397, 398, 399, 400, 401, 402, 403, 405, 406, 411, 414, 420, 425, 427, 429, 444, 452, 455, 456, 459, 461, 463, 464, 466, 470, 471, 472, 474, 477, 479, 482, 483, 484, 492, 500], "can_cast": [6, 496], "cannot": [13, 14, 24, 25, 26, 27, 28, 30, 46, 47, 50, 52, 70, 71, 239, 240, 446, 449, 450], "capabl": [23, 36, 40, 41, 43, 45, 56, 115, 156, 210, 222, 225], "care": [23, 193], "cartesian": 230, "case": [4, 16, 21, 23, 31, 32, 36, 40, 41, 42, 43, 45, 56, 75, 85, 86, 89, 92, 94, 103, 104, 105, 106, 114, 118, 121, 126, 130, 132, 149, 150, 151, 152, 154, 155, 156, 158, 167, 193, 204, 207, 210, 211, 217, 222, 231, 241, 242, 246, 248, 352, 353, 354, 362, 427, 453, 459, 464, 476, 477, 483, 484, 492], "cast": [16, 21, 49, 64, 70, 71, 77, 84, 85, 86, 98, 103, 142, 165, 193, 223, 225, 228, 238, 241, 242, 244, 246, 247, 248, 249, 303, 362, 424, 434, 450, 451, 453, 478, 481], "cat": [372, 389], "cauchi": 408, "cbrt": [6, 447], "cdef": 104, "cdot": 459, "cdoubl": 9, "ceil": [6, 35, 136, 143, 144, 430, 433, 473], "center": [117, 118, 119, 120, 124, 125, 132], "central": [158, 390, 391], "certain": [101, 224], "ch": 10, "chain": [97, 98, 103, 104], "chang": [49, 75, 83, 98, 101, 103, 113, 241, 242, 303, 316, 340, 345, 348, 358, 359, 365, 366, 367, 419, 427, 432, 476, 496], "char": 101, "charact": [101, 150], "check": [16, 21, 40, 41, 42, 64, 121, 175, 182, 190, 203, 206], "check_valid": 388, "chi": [374, 390], "chisquar": 6, "choic": [6, 67, 98, 116, 117, 119, 122, 123, 124, 128, 129, 131, 133, 194, 196, 304], "choicelist": 437, "choleski": 6, "choos": [6, 20, 26, 28, 46, 50, 98, 104, 437, 482, 492], "chosen": [34, 162, 474, 482], "circ": 500, "circl": [205, 463], "clamp": [365, 455, 456], "clariti": 134, "class": [3, 4, 98, 101, 137, 149, 150, 151, 153, 170, 211, 370, 398, 464, 496], "classic": 103, "clear": [101, 492], "clip": [6, 98, 365, 420, 455, 456, 492], "close": [13, 14, 20, 24, 25, 26, 28, 46, 48, 49, 50, 98, 103, 111, 169, 210, 303, 370, 398, 421, 422, 430, 433, 463], "closer": 473, "cloud": 3, "cmake": 4, "co": [6, 13, 14, 24, 25, 26, 46, 80, 195, 441, 457, 463], "code": [44, 101, 184], "codeplai": 4, "coeffici": [198, 206, 209], "coerc": [44, 149, 150, 151, 152, 153, 211], "coin": 372, "col": 170, "collaps": [98, 316, 474], "column": [6, 40, 41, 42, 43, 45, 48, 49, 69, 70, 71, 85, 86, 93, 98, 100, 114, 134, 140, 141, 158, 164, 165, 167, 193, 194, 198, 201, 204, 207, 303, 419, 420, 434, 446, 450, 464, 466, 470, 475, 477, 481], "column_stack": [6, 70, 71, 100, 165, 434, 450, 481], "com": 4, "combin": [0, 101, 111, 119, 124, 129, 133, 158], "combinatori": 104, "come": 474, "comma": [101, 103], "command": 4, "common": [122, 123, 124, 350, 459], "common_typ": 6, "compani": [372, 389], "compar": [17, 37, 107, 145, 146, 163, 173, 227, 233], "compare_chararrai": 6, "comparison": [2, 107, 159, 160, 188, 189, 351, 485, 496], "compat": [3, 4, 10, 16, 21, 49, 56, 98, 223, 228, 243, 244, 245, 247, 249, 303, 424, 427, 451, 478, 496], "compil": [4, 101, 157], "complement": 476, "complementari": [144, 476], "complet": [3, 4, 104, 150, 151, 204, 432, 492], "complex": [10, 11, 12, 13, 14, 20, 24, 25, 26, 27, 28, 29, 30, 37, 46, 47, 50, 51, 52, 64, 84, 97, 98, 101, 104, 108, 115, 116, 117, 119, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 135, 142, 145, 146, 169, 174, 175, 181, 182, 193, 194, 195, 196, 204, 205, 207, 223, 225, 227, 233, 238, 247, 249, 306, 307, 363, 421, 422, 424, 445, 451, 474, 478, 479, 492, 496], "complex128": [9, 56, 428], "complex64": [9, 56, 98, 142, 336], "compliant": 98, "complic": [103, 500], "compon": [10, 37, 120, 125, 132, 135, 169, 238, 421], "compos": 76, "composit": [86, 186, 453, 463], "compress": [6, 113, 437, 455, 492], "comput": [4, 10, 13, 14, 20, 24, 25, 26, 27, 28, 29, 30, 35, 46, 47, 50, 51, 52, 56, 58, 59, 60, 61, 65, 72, 73, 79, 80, 84, 85, 86, 94, 95, 103, 109, 110, 111, 112, 115, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 143, 158, 159, 160, 161, 162, 163, 169, 170, 172, 186, 188, 189, 191, 192, 193, 194, 195, 196, 197, 201, 202, 203, 204, 205, 207, 208, 209, 212, 213, 214, 215, 218, 219, 220, 221, 223, 225, 228, 229, 234, 241, 242, 243, 244, 245, 246, 247, 248, 249, 348, 359, 363, 421, 423, 424, 425, 430, 433, 435, 439, 440, 441, 442, 447, 451, 453, 457, 458, 459, 463, 466, 470, 478], "compute_uv": [191, 207], "concat": 71, "concaten": [6, 69, 70, 100, 165, 434, 446, 450, 456, 481], "concept": [23, 36, 40, 41, 42, 43, 44, 45, 49, 75, 89, 90, 92, 98, 105, 106, 114, 118, 132, 148, 149, 150, 151, 152, 153, 154, 155, 156, 167, 170, 210, 211, 222, 224, 231, 303, 308, 352, 353, 354, 370, 392, 397, 398, 399, 400, 401, 402, 403, 405, 406, 411, 414, 464, 466, 470, 477, 483, 484, 492], "cond": [6, 197], "condit": [34, 49, 97, 98, 113, 191, 197, 201, 303, 350, 358, 365, 367, 437, 482], "condlist": 437, "confus": 147, "conj": [6, 73, 98, 121, 169, 190, 193, 363], "conjug": [6, 10, 72, 97, 98, 127, 130, 169, 190, 193, 194, 195, 196, 225, 306, 363, 479], "consecut": [94, 102, 158], "conserv": 230, "consid": [17, 23, 36, 37, 40, 41, 43, 45, 104, 132, 156, 173, 176, 194, 196, 200, 210, 222, 225, 370, 398, 474], "consist": [37, 38, 102, 116, 117, 119, 122, 123, 124, 128, 129, 131, 133, 150, 163, 209, 210, 456, 459], "constant": [9, 101, 158], "constraint": 56, "construct": [40, 41, 42, 67, 89, 92, 93, 98, 101, 114, 149, 150, 151, 152, 153, 167, 185, 211, 231, 304, 352, 437, 460, 461, 482, 485], "constructor": 492, "consum": [98, 323], "contain": [10, 11, 12, 13, 14, 15, 16, 20, 21, 23, 24, 25, 26, 27, 28, 29, 30, 42, 46, 47, 50, 51, 52, 58, 59, 60, 61, 65, 66, 68, 72, 73, 76, 77, 79, 80, 83, 84, 93, 96, 98, 101, 107, 109, 110, 112, 117, 118, 119, 122, 127, 130, 132, 138, 142, 143, 144, 145, 146, 147, 148, 153, 157, 158, 159, 160, 162, 163, 166, 169, 170, 172, 187, 188, 189, 194, 204, 207, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 223, 227, 228, 233, 234, 237, 239, 240, 243, 244, 245, 247, 249, 332, 348, 350, 351, 357, 359, 360, 361, 363, 370, 421, 423, 424, 425, 429, 430, 433, 435, 439, 440, 441, 442, 447, 448, 451, 452, 457, 458, 462, 466, 467, 470, 471, 472, 473, 478, 492], "content": [43, 98, 407], "context": 10, "contigu": [40, 41, 42, 43, 45, 97, 98, 103, 201, 329, 419, 427], "continu": [13, 14, 24, 25, 26, 27, 28, 30, 46, 47, 50, 52, 370, 402], "contourf": 230, "contract": [103, 104, 459], "contrast": [103, 365], "contribut": [10, 56, 162, 163], "control": [4, 49, 64, 70, 71, 77, 98, 103, 165, 225, 303, 434, 450, 481], "conveni": [98, 345, 370], "convent": [13, 14, 24, 25, 26, 27, 28, 30, 46, 47, 50, 52, 97, 103, 104, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 171, 209, 225, 355, 459], "convers": [49, 98, 103, 303, 485], "convert": [22, 31, 32, 36, 40, 41, 42, 43, 44, 45, 48, 53, 54, 55, 75, 87, 88, 89, 92, 101, 103, 104, 111, 154, 155, 156, 175, 182, 210, 222, 368, 369, 420, 475, 476, 477], "convolut": [10, 74, 78], "convolv": [6, 78], "coolei": 10, "coordin": [81, 151, 158, 170, 185, 230, 420, 475], "copi": [6, 22, 23, 33, 36, 37, 40, 41, 42, 43, 44, 45, 49, 53, 54, 55, 77, 89, 90, 92, 93, 98, 101, 105, 106, 113, 114, 118, 132, 148, 149, 150, 151, 152, 153, 154, 155, 156, 167, 170, 210, 211, 222, 224, 230, 231, 238, 257, 303, 316, 318, 326, 332, 335, 352, 353, 354, 356, 358, 359, 370, 392, 397, 398, 399, 400, 401, 402, 403, 405, 411, 414, 427, 436, 444, 449, 464, 465, 466, 469, 470, 477, 483, 484, 492], "copysign": [6, 348, 359], "copyto": [6, 98, 113, 308, 358], "core": [3, 101, 103, 492], "corner": [117, 119, 123, 124], "corrcoef": [6, 82], "correct": [11, 12, 13, 14, 15, 20, 22, 24, 25, 26, 27, 28, 29, 30, 34, 35, 46, 47, 50, 51, 52, 58, 59, 60, 61, 65, 66, 70, 71, 72, 73, 76, 79, 80, 87, 88, 96, 107, 109, 110, 112, 115, 121, 127, 129, 136, 142, 143, 144, 145, 146, 147, 159, 160, 161, 166, 169, 172, 176, 177, 178, 187, 188, 189, 206, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 227, 233, 234, 237, 348, 349, 351, 359, 360, 361, 363, 368, 369, 423, 425, 429, 430, 433, 435, 439, 440, 441, 442, 447, 448, 450, 452, 457, 458, 472, 473], "correctli": [20, 26, 28, 31, 32, 46, 50, 81, 202, 226, 232, 239, 240, 246, 248, 350, 362, 453], "correl": [6, 496], "correspond": [6, 10, 23, 31, 32, 36, 39, 40, 41, 42, 43, 44, 45, 49, 68, 70, 71, 75, 87, 88, 89, 90, 92, 93, 98, 99, 105, 106, 114, 117, 118, 119, 121, 123, 124, 127, 128, 129, 130, 131, 132, 133, 148, 149, 150, 151, 152, 153, 154, 155, 156, 158, 164, 167, 170, 185, 193, 194, 210, 211, 222, 224, 225, 231, 303, 308, 312, 352, 353, 354, 357, 368, 369, 370, 392, 397, 398, 399, 400, 401, 402, 403, 405, 406, 411, 414, 431, 437, 438, 446, 451, 459, 462, 463, 464, 466, 470, 477, 478, 480, 483, 484, 492], "correspondingli": [10, 446], "cosh": [6, 14, 25, 79, 442, 458], "cosin": [13, 14, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 79, 80, 441, 442, 457, 458], "cost": [103, 104], "costli": 104, "could": [98, 121, 127, 129, 337], "count": [16, 21, 57, 81, 95, 101, 104, 139, 149, 150, 152, 153, 158, 162, 163, 350, 362, 372, 443, 453, 474, 485, 496], "count_nonzero": [6, 350], "counterpart": [10, 121, 127, 129, 492], "cov": [6, 388], "covari": 82, "cover": [466, 470, 496], "cpu": [4, 23, 36, 40, 41, 42, 43, 45, 75, 78, 82, 89, 92, 105, 106, 108, 114, 118, 132, 149, 150, 151, 152, 154, 155, 156, 167, 210, 211, 222, 229, 231, 235, 246, 352, 353, 354, 464, 477, 483, 484], "creat": [3, 4, 23, 36, 38, 40, 41, 42, 43, 44, 45, 49, 75, 89, 90, 91, 92, 93, 98, 101, 104, 105, 106, 114, 118, 132, 148, 149, 150, 151, 152, 153, 154, 155, 156, 167, 170, 210, 211, 222, 224, 231, 238, 303, 308, 352, 353, 354, 366, 370, 392, 397, 398, 399, 400, 401, 402, 403, 405, 406, 411, 414, 461, 464, 466, 467, 470, 471, 477, 483, 484, 492, 496], "creation": [101, 104, 485, 492, 496, 500], "crop": [116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133], "cross": [6, 78, 185], "csingl": 9, "ct": 10, "cube": [65, 142, 447], "cubic": 104, "cuda": 4, "cumprod": [6, 98, 241, 492], "cumproduct": 6, "cumsum": [6, 94, 98, 242, 453, 463, 492], "cumul": [84, 85, 86, 94, 98, 241, 242, 309, 310, 453, 463], "cupi": [2, 485], "current": [10, 11, 12, 13, 14, 15, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 58, 59, 60, 61, 65, 66, 68, 76, 79, 80, 87, 88, 96, 98, 101, 104, 109, 110, 112, 142, 143, 144, 145, 146, 147, 150, 161, 163, 166, 167, 172, 187, 213, 214, 215, 216, 217, 227, 233, 234, 235, 237, 335, 348, 349, 359, 360, 361, 363, 368, 369, 423, 425, 429, 430, 435, 439, 440, 441, 442, 452, 457, 458, 472, 473], "curv": 463, "custom": 492, "customarili": 10, "cut": [13, 14, 24, 25, 26, 27, 28, 30, 46, 47, 50, 52, 198], "cutoff": 203, "cycl": [118, 132, 185], "cyclic": 365, "cython": 4, "d": [0, 16, 21, 23, 56, 69, 70, 71, 85, 86, 89, 90, 91, 92, 93, 97, 98, 100, 101, 114, 118, 120, 125, 132, 134, 138, 140, 141, 153, 164, 165, 167, 171, 185, 192, 194, 195, 201, 202, 205, 225, 230, 241, 242, 248, 316, 350, 360, 361, 362, 365, 375, 419, 427, 434, 436, 438, 450, 453, 455, 459, 460, 461, 468, 474, 477, 481, 492], "d0": [370, 397, 399], "d1": [370, 399], "d3": 90, "data": [1, 3, 4, 11, 12, 13, 14, 15, 16, 17, 20, 21, 24, 25, 26, 27, 28, 29, 30, 33, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 56, 58, 59, 60, 61, 63, 64, 65, 66, 70, 71, 72, 73, 75, 76, 77, 78, 79, 80, 81, 82, 84, 87, 88, 89, 92, 95, 96, 97, 98, 101, 103, 105, 106, 107, 108, 109, 110, 112, 114, 115, 121, 127, 129, 135, 136, 138, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 159, 160, 161, 162, 163, 165, 166, 167, 168, 169, 170, 172, 173, 175, 176, 177, 178, 179, 180, 182, 187, 188, 189, 198, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 225, 227, 228, 229, 233, 234, 235, 237, 238, 239, 240, 243, 244, 245, 246, 247, 249, 303, 332, 345, 347, 348, 349, 351, 353, 354, 358, 359, 360, 361, 363, 365, 366, 368, 369, 370, 371, 372, 374, 377, 378, 379, 380, 381, 382, 383, 384, 385, 389, 392, 393, 395, 396, 397, 398, 399, 400, 402, 403, 404, 405, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 421, 423, 424, 425, 426, 427, 429, 430, 431, 432, 433, 434, 435, 436, 439, 440, 441, 442, 443, 447, 448, 449, 450, 451, 452, 456, 457, 458, 461, 464, 472, 473, 478, 481, 482, 483, 484, 485, 496], "datatyp": [101, 200], "date": 4, "datetim": 101, "datetime_as_str": 6, "datetime_data": 6, "dcmake_c_compil": 4, "dcmake_cxx_compil": 4, "ddof": [82, 98, 247, 249, 339, 346, 451, 478], "decai": 383, "decim": [35, 98, 135, 136, 333, 430, 433], "decomposit": [190, 197, 200, 203, 207, 496], "decompress": 211, "decreas": [95, 463], "decreasingli": [10, 117, 119, 123, 124], "deem": 148, "def": 0, "default": [3, 10, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 35, 36, 37, 39, 40, 41, 42, 43, 44, 45, 46, 47, 49, 50, 51, 52, 56, 58, 59, 60, 61, 62, 63, 65, 66, 68, 70, 71, 72, 73, 75, 76, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 92, 93, 94, 95, 96, 98, 101, 102, 103, 104, 105, 106, 107, 109, 110, 112, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 136, 139, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 158, 159, 160, 161, 162, 163, 165, 166, 167, 169, 170, 172, 173, 176, 177, 178, 179, 180, 187, 188, 189, 190, 191, 194, 196, 198, 200, 201, 202, 203, 204, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 303, 308, 316, 348, 349, 351, 352, 353, 354, 356, 357, 359, 360, 361, 362, 363, 365, 368, 369, 370, 374, 392, 397, 398, 399, 400, 401, 402, 403, 405, 406, 408, 409, 411, 414, 419, 420, 422, 423, 424, 425, 426, 427, 429, 430, 431, 432, 433, 434, 435, 436, 437, 439, 440, 441, 442, 443, 444, 446, 447, 448, 450, 451, 452, 453, 455, 456, 457, 458, 459, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 480, 481, 482, 483, 484, 492], "default_rng": 6, "defg": 104, "defici": 200, "defin": [10, 29, 51, 83, 101, 106, 116, 145, 146, 155, 161, 162, 163, 227, 233, 238, 354, 359, 422, 484, 492], "definit": [83, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 143, 190, 463], "deg": [20, 369], "deg2rad": [6, 368, 369, 476], "degre": [6, 20, 87, 247, 249, 368, 369, 412, 451, 476, 478, 500], "del": 500, "delet": [6, 22], "delta": [10, 247, 249, 451, 476, 478], "demonstr": [0, 4, 101], "dens": [170, 185, 231], "densiti": 162, "depend": [4, 34, 93, 115, 121, 127, 129, 194, 198, 204, 206, 207, 210, 246, 248, 437, 482], "deprec": 6, "deprecate_with_doc": 6, "depth": [69, 70, 71, 99, 100, 165, 434, 446, 450, 481], "deriv": 158, "descend": 207, "descr": 101, "describ": [84, 101, 223, 424, 496], "descript": [84, 101, 122, 124, 162, 223, 424, 492], "design": 10, "desir": [23, 36, 40, 41, 43, 45, 48, 63, 105, 106, 114, 122, 123, 124, 154, 155, 156, 167, 210, 222, 353, 354, 460, 464, 483, 484], "destin": [70, 71, 165, 236, 365, 366, 434, 450, 456, 481], "destruct": 500, "det": [6, 205], "detail": [35, 117, 119, 123, 124, 128, 129, 131, 133, 148, 433, 466, 467, 470, 471, 474, 492], "determin": [13, 14, 15, 20, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 58, 60, 61, 65, 76, 79, 80, 87, 88, 96, 109, 110, 112, 144, 145, 146, 147, 150, 151, 153, 166, 187, 192, 198, 204, 205, 212, 213, 214, 215, 216, 217, 225, 227, 233, 234, 237, 349, 360, 361, 368, 369, 420, 423, 425, 429, 435, 437, 439, 441, 442, 447, 448, 452, 457, 458, 461, 472, 473, 475], "devel": 4, "develop": [3, 4], "deviat": [98, 228, 244, 247, 249, 339, 370, 385, 392, 451, 478], "devic": [0, 2, 3, 23, 36, 40, 41, 42, 43, 44, 45, 49, 56, 75, 84, 89, 90, 92, 98, 103, 105, 106, 114, 115, 118, 132, 136, 148, 149, 150, 151, 152, 153, 154, 155, 156, 167, 170, 210, 211, 222, 223, 224, 225, 228, 231, 244, 247, 249, 303, 308, 352, 353, 354, 370, 392, 397, 398, 399, 400, 401, 402, 403, 405, 406, 411, 414, 424, 449, 451, 464, 466, 470, 477, 478, 483, 484], "df": [374, 390, 412, 413], "dfden": [378, 391], "dfnum": [378, 391], "dft": [10, 116, 121, 122, 126, 127, 130], "di": [90, 91], "diag": [6, 92, 93, 103, 114, 140, 141, 167, 193, 195, 207, 437, 461], "diag_indic": [6, 91, 134], "diag_indices_from": [6, 90, 134], "diagflat": [6, 89, 93, 461], "diagon": [6, 89, 90, 91, 92, 98, 103, 114, 134, 167, 190, 194, 195, 196, 224, 344, 437, 461, 464, 465, 466, 467, 469, 470, 471, 492], "dice": 387, "dictionari": 101, "diff": [6, 86, 102, 158, 162], "differ": [3, 10, 17, 23, 36, 39, 40, 41, 42, 43, 45, 56, 75, 84, 86, 89, 92, 94, 98, 101, 102, 105, 106, 114, 117, 118, 122, 123, 125, 128, 131, 132, 135, 140, 141, 142, 149, 150, 151, 152, 154, 155, 156, 158, 167, 173, 196, 210, 211, 222, 223, 225, 231, 308, 352, 353, 354, 358, 360, 361, 366, 424, 452, 456, 464, 466, 470, 476, 477, 483, 484, 496], "digit": [6, 10, 135, 162], "dim": [17, 420], "dimens": [16, 21, 22, 31, 32, 36, 53, 54, 55, 56, 69, 70, 71, 77, 81, 82, 83, 90, 93, 94, 98, 99, 101, 111, 123, 124, 136, 140, 141, 158, 165, 170, 171, 185, 200, 202, 204, 223, 226, 228, 230, 231, 232, 236, 239, 240, 243, 244, 245, 246, 247, 248, 249, 316, 324, 335, 347, 350, 352, 362, 366, 370, 400, 402, 403, 405, 420, 424, 427, 438, 446, 449, 450, 451, 453, 454, 455, 456, 460, 461, 466, 467, 470, 471, 474, 475, 478, 480, 492, 496], "dimension": [2, 4, 33, 74, 78, 81, 84, 90, 91, 92, 93, 94, 95, 98, 102, 103, 116, 117, 119, 121, 122, 123, 124, 127, 128, 129, 130, 131, 133, 134, 149, 150, 152, 158, 164, 170, 185, 198, 204, 208, 209, 223, 226, 230, 231, 232, 239, 240, 243, 245, 247, 249, 338, 347, 352, 355, 362, 424, 444, 451, 453, 455, 460, 463, 474, 478, 479, 480, 485], "direct": [10, 83, 94, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 140, 141, 158, 349], "directli": [101, 151, 170, 222, 350, 456], "directori": 157, "dirichlet": 6, "discard": 473, "discont": 476, "discontinu": 476, "discret": [3, 10, 74, 78, 86, 94, 102, 116, 117, 118, 119, 122, 123, 124, 127, 128, 129, 130, 131, 132, 133, 158, 370, 485], "disp": 6, "dispers": 415, "displac": [98, 340], "distanc": 158, "distinct": [145, 146, 227, 233], "distinguish": 101, "distribut": [3, 4, 222, 370, 371, 372, 374, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 395, 396, 397, 398, 399, 401, 402, 404, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 496], "divid": [6, 39, 99, 100, 144, 147, 164, 234, 425, 446, 472, 480], "divis": [96, 144, 147, 234, 360, 361, 425, 446, 472, 473], "divisor": [247, 249, 451, 478], "divmod": [6, 492], "dlpack": 148, "dmlc": 148, "dn": [370, 397, 399], "do": [3, 4, 101, 224, 372, 432, 463], "docstr": 492, "document": [0, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 149, 150, 151, 152, 153, 154, 155, 156, 158, 159, 160, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 316, 317, 318, 320, 321, 322, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 337, 338, 339, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 407, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, 492], "doe": [22, 23, 39, 64, 103, 113, 115, 130, 145, 146, 148, 204, 238, 241, 242, 358, 446, 455], "domain": [10, 121, 126], "done": [3, 49, 98, 103, 209, 303, 474, 476], "dot": [6, 98, 103, 104, 171, 190, 195, 197, 201, 203, 204, 206, 207, 208, 209, 225, 459, 479], "doubl": [9, 383, 459], "down": 141, "dp": [96, 192, 194, 205, 206, 360, 361, 427, 428, 452, 472], "dpc": 4, "dpcpp": 4, "dpcpp_linux": 4, "dpcpp_win": 4, "dpctl": [0, 4, 23, 36, 40, 41, 42, 43, 44, 45, 49, 75, 89, 90, 92, 98, 105, 106, 114, 118, 132, 148, 149, 150, 151, 152, 153, 154, 155, 156, 167, 170, 210, 211, 222, 224, 231, 239, 240, 243, 245, 246, 303, 308, 352, 353, 354, 364, 370, 392, 397, 398, 399, 400, 401, 402, 403, 405, 406, 411, 414, 464, 466, 470, 477, 483, 484], "dpnp": [0, 2, 3, 4, 10, 485, 492, 496, 497, 500], "dpnp_arrai": [23, 36, 40, 41, 42, 43, 45, 49, 75, 89, 90, 92, 105, 106, 114, 118, 132, 135, 148, 149, 150, 151, 152, 153, 154, 155, 156, 167, 168, 170, 210, 211, 222, 224, 231, 250, 303, 308, 352, 353, 354, 370, 392, 397, 398, 399, 400, 401, 402, 403, 405, 406, 411, 414, 464, 466, 470, 477, 483, 484, 485], "dpnp_iface_arraycr": [231, 352], "draw": [370, 371, 372, 374, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 395, 396, 398, 404, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417], "drawn": [370, 371, 372, 374, 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\ No newline at end of file
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86, 103, 104, 122, 123, 124, 127, 129, 158, 190, 195, 201, 204, 217, 222, 241, 242, 244, 246, 248, 362, 365, 370, 414, 420, 427, 428, 455, 457, 475], "It": [4, 10, 16, 21, 22, 31, 32, 68, 85, 86, 95, 97, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 134, 158, 194, 196, 217, 225, 228, 239, 240, 241, 242, 243, 244, 245, 247, 249, 362, 428, 439, 453, 455, 457, 480, 502], "Its": [68, 208, 366, 463], "NOT": [59, 172, 218, 219, 220, 221], "No": [41, 42, 103, 190], "Not": [16, 21, 42, 176, 238, 241, 242, 243, 245, 246, 248, 362], "OR": [21, 58, 59, 60, 61, 172, 218, 219, 220, 221], "On": 4, "One": [53, 54, 55, 83, 100, 101, 127, 427], "Or": [158, 465], "That": 224, "The": [3, 4, 10, 13, 14, 15, 16, 17, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 56, 58, 59, 60, 61, 63, 65, 68, 69, 70, 71, 75, 76, 77, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 96, 98, 100, 101, 102, 103, 104, 105, 106, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 136, 139, 142, 143, 144, 145, 146, 147, 149, 150, 151, 152, 153, 154, 155, 156, 158, 159, 160, 161, 162, 163, 165, 166, 167, 170, 172, 173, 175, 176, 177, 178, 182, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 198, 199, 201, 202, 203, 204, 205, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 220, 222, 223, 224, 225, 226, 227, 231, 232, 233, 234, 236, 237, 238, 239, 240, 241, 242, 243, 245, 246, 247, 248, 249, 303, 308, 317, 324, 326, 330, 335, 347, 348, 349, 350, 351, 352, 353, 354, 357, 359, 360, 361, 362, 364, 365, 366, 368, 369, 370, 373, 375, 376, 386, 391, 392, 397, 398, 399, 400, 401, 402, 403, 405, 406, 411, 414, 419, 420, 423, 424, 425, 426, 427, 428, 429, 430, 432, 433, 434, 436, 437, 439, 440, 441, 442, 443, 444, 446, 448, 449, 450, 452, 453, 454, 455, 457, 458, 459, 460, 461, 462, 464, 465, 466, 468, 469, 470, 472, 473, 474, 475, 476, 477, 479, 480, 483, 484, 485, 486, 494, 498, 502], "Then": [10, 43, 45, 224], "There": [10, 210, 476], "These": [4, 22, 101, 103, 104, 111, 224, 236, 366, 458, 468, 472, 494, 498], "To": [4, 121, 127, 129, 142, 350, 478], "With": [31, 32, 56, 81, 164, 202, 226, 232, 239, 240, 246, 248, 362, 455, 482], "_": [0, 163, 452, 465], "__array_interface__": 101, "__bool__": 494, "__dlpack__": 148, "__dlpack_device__": 148, "__eq__": [98, 101, 137, 370], "__ge__": [98, 101, 137, 370], "__getitem__": [98, 101, 137], "__gt__": [98, 101, 137, 370], "__iter__": 137, "__le__": [98, 101, 137, 370], "__len__": [98, 101], "__lt__": [98, 101, 137, 370], "__main__": 0, "__name__": 0, "__ne__": [98, 101, 137, 370], "__next__": 137, "__setitem__": [98, 137], "__sycl_usm_array_interface__": 44, "_dtypes_list": 0, "a1": [37, 38], "a2": [37, 38], "a_": 10, "a_k": 10, "a_m": 10, "a_max": 68, "a_min": 68, "a_resamp": 127, "ab": [6, 10, 12, 17, 173], "abc": 103, "abcd": 104, "about": [43, 45, 98, 135, 193, 314, 494], "abov": [3, 13, 14, 24, 25, 26, 27, 30, 46, 47, 52, 84, 89, 92, 119, 124, 129, 133, 170, 204, 223, 238, 424, 466, 467, 471], "absolut": [6, 11, 17, 20, 115, 173, 205, 247, 249, 363, 422, 453, 478, 480, 502], "accept": [33, 103, 370, 446, 468, 472], "access": [10, 90, 91, 134, 224, 468, 472, 494], "accord": [16, 21, 56, 64, 101, 133, 135, 193, 194, 195, 196, 223, 228, 244, 247, 249, 424, 430, 453, 480], "accordingli": [243, 245], "account": 427, "accumul": [84, 85, 86, 103, 162, 241, 242, 246, 248, 362, 455, 463], "accur": [101, 112, 158, 214, 216], "accuraci": [122, 123, 124, 127, 129], "achiev": 103, "aco": 24, "acosh": 25, "across": [93, 163, 241, 242, 246, 248], "activ": 4, "actual": [101, 162, 163, 190, 201], "ad": [17, 101, 104, 111, 127, 173, 192, 205, 217, 478, 498], "add": [6, 101, 502], "add_docstr": 6, "add_newdoc": 6, "add_newdoc_ufunc": 6, "addit": [84, 190, 244, 476], "address": 101, "adjac": 478, "advanc": 103, "advers": 103, "advis": 4, "affect": [23, 93, 103, 134, 162, 163], "after": [100, 134, 349, 389, 432], "ag": 101, "against": [17, 31, 32, 62, 63, 68, 81, 157, 173, 202, 203, 226, 232, 239, 240, 246, 248, 362, 366, 455, 458], "ai": [3, 366, 458], "ai_max": 458, "ai_min": 458, "ainv": [197, 208], "al": 10, "algebra": [487, 498], "algorithm": [10, 103, 104, 116, 122, 130], "alia": [10, 13, 14, 18, 19, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 59, 70, 71, 96, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 135, 172, 187, 234, 250, 357, 360, 361, 370, 400, 403, 405, 425, 430, 436, 464, 474, 478, 483], "alias": [9, 121, 122, 127, 129], "align": 101, "all": [4, 6, 9, 17, 20, 21, 22, 37, 38, 42, 49, 56, 69, 81, 88, 94, 98, 100, 101, 103, 104, 109, 110, 112, 114, 119, 120, 124, 125, 128, 129, 133, 134, 139, 140, 141, 149, 150, 152, 156, 158, 165, 167, 169, 185, 190, 200, 203, 210, 222, 226, 232, 239, 240, 243, 245, 303, 306, 313, 326, 362, 372, 421, 422, 432, 436, 439, 451, 455, 476, 483, 494, 502], "allclos": [6, 37, 173, 197, 203, 204, 206, 207, 209], "alloc": [3, 4, 22, 23, 36, 40, 41, 42, 43, 44, 45, 49, 56, 75, 84, 89, 90, 92, 98, 105, 106, 114, 118, 132, 136, 149, 150, 151, 152, 153, 154, 155, 156, 167, 170, 179, 180, 210, 211, 222, 223, 224, 228, 231, 244, 247, 249, 303, 308, 352, 353, 354, 370, 392, 397, 398, 399, 400, 401, 402, 403, 405, 411, 414, 424, 451, 453, 466, 468, 472, 479, 480, 485, 486], "allow": [39, 49, 98, 103, 162, 163, 217, 224, 303, 332, 457, 494], "alltru": 6, "almost": [34, 193, 468], "along": [3, 4, 16, 18, 19, 21, 22, 31, 32, 33, 39, 56, 69, 70, 71, 81, 84, 85, 86, 89, 90, 92, 93, 94, 98, 99, 100, 102, 113, 116, 117, 119, 120, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 134, 139, 140, 141, 145, 146, 151, 156, 158, 164, 165, 170, 202, 204, 208, 209, 210, 222, 223, 226, 227, 228, 229, 230, 232, 233, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 300, 301, 302, 309, 310, 320, 322, 327, 328, 336, 339, 341, 343, 344, 346, 358, 362, 364, 365, 366, 424, 426, 432, 433, 434, 436, 439, 445, 446, 448, 452, 453, 455, 457, 458, 461, 462, 463, 465, 468, 469, 472, 473, 476, 478, 480, 482, 483, 494], "alpha": [371, 376, 377, 393, 396], "alreadi": [4, 10, 41, 42, 53, 54, 55, 355, 476], "also": [3, 4, 10, 13, 14, 15, 17, 20, 23, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 58, 60, 61, 76, 96, 98, 101, 103, 107, 111, 119, 124, 128, 129, 130, 133, 142, 144, 145, 146, 147, 151, 153, 158, 159, 160, 161, 162, 166, 173, 187, 188, 189, 190, 216, 217, 224, 227, 233, 234, 236, 237, 335, 350, 351, 360, 361, 408, 425, 430, 454, 457, 474, 476, 494], "alter": 93, "altern": [3, 4, 16, 21, 85, 86, 97, 98, 225, 226, 228, 232, 241, 242, 244, 246, 247, 248, 249, 345, 362, 453, 455, 480], "although": [20, 101, 123, 124, 125, 462], "alwai": [4, 10, 13, 14, 24, 25, 26, 27, 28, 30, 33, 40, 46, 47, 49, 50, 52, 93, 98, 99, 102, 115, 142, 148, 164, 194, 196, 247, 249, 303, 350, 427, 447, 453, 480, 482], "amax": [6, 226], "ambigu": 494, "amin": [6, 232], "among": 102, "amplitud": 10, "an": [0, 3, 4, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 75, 76, 79, 80, 84, 85, 86, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 109, 110, 111, 112, 113, 114, 116, 117, 118, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 174, 175, 176, 177, 178, 182, 185, 187, 188, 189, 192, 195, 198, 200, 201, 202, 204, 205, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 226, 227, 228, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 257, 302, 303, 304, 305, 308, 318, 320, 324, 326, 328, 331, 332, 335, 336, 337, 338, 342, 343, 345, 347, 348, 350, 351, 352, 353, 354, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 370, 372, 377, 378, 380, 389, 392, 397, 398, 399, 400, 401, 402, 403, 405, 406, 411, 414, 418, 419, 420, 421, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 482, 483, 484, 485, 486, 494, 502], "anaconda": 3, "analog": [117, 119, 121, 123, 124, 126], "analysi": 10, "analyt": [3, 13, 14, 24, 25, 26, 27, 28, 30, 46, 47, 50, 52], "angl": [6, 10, 13, 14, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 87, 88, 169, 368, 369, 421, 422, 478, 502], "ani": [3, 6, 16, 17, 22, 36, 40, 41, 42, 43, 44, 45, 49, 62, 63, 75, 89, 92, 94, 98, 101, 103, 104, 117, 119, 123, 124, 129, 133, 134, 154, 155, 156, 158, 163, 165, 175, 182, 183, 199, 209, 210, 222, 224, 243, 245, 303, 324, 370, 414, 446, 479, 494], "anoth": [4, 77, 98, 113, 123, 124, 148, 308, 328, 358, 365, 433], "answer": 372, "anti": [93, 134], "anyth": 101, "ap": 198, "apart": 465, "api": [0, 2, 3, 6, 23, 36, 40, 41, 42, 43, 44, 45, 49, 75, 89, 90, 92, 98, 101, 105, 106, 114, 118, 132, 148, 149, 150, 151, 152, 153, 154, 155, 156, 167, 170, 210, 211, 222, 224, 231, 303, 308, 352, 353, 354, 370, 392, 397, 398, 399, 400, 401, 402, 403, 405, 406, 411, 414, 466, 468, 472, 479, 485, 486], "appear": [111, 140, 141, 476], "append": [0, 6, 94, 102, 104, 111, 122, 123, 124, 187], "appli": [31, 32, 33, 56, 64, 103, 238, 420, 428, 429, 461, 465], "applic": [10, 101], "apply_along_axi": 6, "apply_over_ax": 6, "approach": [98, 101, 122, 123, 124, 335], "appropri": [4, 31, 32, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 157, 209, 239, 240, 243, 245, 370, 398, 401, 428, 457, 494], "approxim": [135, 465], "ar": [3, 4, 10, 11, 12, 13, 14, 15, 16, 17, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 42, 46, 47, 49, 50, 51, 52, 53, 54, 55, 56, 58, 59, 60, 61, 62, 65, 66, 68, 69, 70, 71, 72, 73, 76, 77, 78, 79, 80, 81, 82, 84, 85, 86, 87, 88, 89, 93, 94, 96, 97, 98, 101, 102, 103, 104, 107, 108, 109, 110, 111, 112, 114, 115, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 136, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 151, 156, 158, 159, 160, 161, 162, 163, 166, 171, 172, 173, 176, 177, 178, 187, 188, 189, 190, 193, 194, 195, 196, 198, 199, 200, 201, 202, 203, 207, 208, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 303, 325, 326, 335, 347, 348, 349, 350, 351, 356, 358, 359, 360, 361, 362, 363, 366, 367, 368, 369, 370, 371, 372, 374, 377, 378, 379, 380, 381, 382, 383, 384, 385, 387, 388, 389, 392, 393, 395, 396, 398, 401, 402, 404, 410, 412, 413, 414, 415, 416, 417, 418, 419, 420, 423, 424, 425, 428, 430, 431, 432, 435, 436, 437, 438, 439, 441, 442, 443, 445, 446, 449, 450, 452, 453, 454, 455, 457, 458, 459, 460, 461, 463, 465, 469, 473, 474, 475, 476, 477, 478, 479, 480, 481, 483, 484, 494, 502], "arang": [0, 6, 15, 31, 32, 34, 39, 53, 54, 55, 56, 57, 68, 76, 88, 89, 90, 91, 93, 96, 97, 98, 99, 103, 107, 109, 110, 112, 113, 116, 138, 139, 142, 147, 155, 156, 158, 162, 164, 170, 171, 185, 186, 202, 210, 213, 214, 218, 219, 220, 221, 222, 224, 225, 226, 230, 232, 234, 237, 311, 351, 354, 358, 360, 361, 365, 369, 394, 425, 429, 432, 434, 439, 448, 454, 461, 463, 465, 468, 469, 472, 473, 474, 482, 484, 486], "arbitrari": [48, 97, 101, 103, 171, 225, 429, 468, 472], "arbitrarili": 103, "arc": [20, 26, 28, 46, 50], "arcco": [6, 13, 14, 25, 26, 28, 29, 46, 50, 51, 79], "arccosh": [6, 13, 14, 24, 27, 30, 47, 52, 80], "arcsin": [6, 13, 24, 27, 28, 29, 46, 47, 50, 51, 443], "arcsinh": [6, 14, 25, 26, 30, 46, 47, 52, 444], "arctan": [6, 13, 20, 24, 26, 29, 30, 46, 50, 51, 52, 459], "arctan2": [6, 20, 26, 28, 46, 50, 51], "arctanh": [6, 14, 25, 27, 28, 29, 47, 50, 51, 52, 460], "area": 465, "arg": [62, 185, 370], "arg1": 184, "arg2": 184, "argmax": [0, 6, 32, 98, 239, 366, 458, 494], "argmin": [6, 31, 98, 240, 458, 494], "argpartit": [6, 33, 366, 458, 494], "argsort": [6, 98, 357, 366, 438, 446, 458, 464, 494], "argument": [0, 10, 11, 12, 13, 14, 15, 20, 23, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 58, 59, 60, 61, 64, 65, 66, 68, 70, 71, 76, 79, 80, 87, 88, 96, 97, 98, 101, 104, 108, 109, 110, 112, 142, 143, 144, 145, 146, 147, 161, 166, 169, 172, 183, 184, 187, 201, 202, 213, 214, 215, 216, 217, 224, 225, 227, 233, 234, 235, 237, 332, 345, 348, 349, 359, 360, 361, 363, 365, 368, 369, 421, 422, 423, 425, 429, 430, 431, 437, 441, 442, 443, 444, 452, 454, 459, 460, 461, 465, 474, 475, 494, 502], "argwher": [6, 350], "ari": [39, 53, 54, 55, 99, 102, 164, 448, 482], "arithmet": [56, 156, 228, 229, 244, 247, 249, 359, 453, 455, 480, 487, 498], "around": [6, 98, 156, 365, 420, 435], "arr": [22, 42, 91, 101, 163, 367, 394, 420, 469, 473], "arr2": 101, "arr_t": [49, 98, 303], "arrai": [0, 2, 3, 4, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 251, 257, 300, 301, 302, 303, 304, 305, 308, 311, 312, 313, 314, 316, 317, 318, 319, 321, 323, 324, 326, 328, 329, 330, 331, 332, 333, 335, 336, 337, 338, 339, 340, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 374, 375, 377, 378, 379, 380, 381, 382, 383, 384, 385, 389, 392, 393, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, 485, 486, 487, 498, 502], "array2str": 6, "array_equ": 6, "array_equiv": [6, 37], "array_lik": [22, 36, 40, 41, 42, 43, 44, 45, 48, 56, 75, 77, 89, 92, 102, 113, 154, 155, 156, 175, 182, 210, 222, 347, 358, 365, 366, 370, 434, 440, 445, 457, 461, 479], "array_of_diagon": 93, "array_repr": 6, "array_split": [6, 70, 71, 448], "array_str": 6, "arrays_and_dtyp": 429, "art": 10, "asanyarrai": [6, 41, 42, 45], "asarrai": [4, 6, 40, 42, 43, 45, 48, 347, 445], "asarray_chkfinit": [6, 40, 41], "ascend": [194, 196, 438], "ascii": 101, "ascontiguousarrai": [6, 40, 41, 42, 45], "asfarrai": [6, 40, 41], "asfortranarrai": [6, 40, 41, 42, 43], "asin": 26, "asinh": 27, "asmatrix": 6, "asnumpi": 98, "aspect": 101, "assembl": [70, 71, 100, 165, 436, 452, 483], "assign": [98, 313, 335, 468, 472], "associ": [56, 162, 163, 494], "assum": [10, 56, 104, 121, 127, 129, 200, 203, 207, 224, 465], "astyp": [6, 98, 156, 350], "atan": 28, "atan2": 29, "atanh": 30, "atleast_1d": [6, 54, 55, 111], "atleast_2d": [6, 53, 55, 111], "atleast_3d": [6, 53, 54, 111], "atol": [17, 173], "attain": 0, "attempt": [97, 201], "attribut": [98, 101, 106, 135, 155, 168, 204, 354, 486, 487], "automat": [162, 163], "avail": [2, 3, 4, 10, 78, 82, 101, 108, 229, 235, 239, 240, 243, 245, 246, 487, 494], "averag": [6, 98, 228, 244, 321, 455, 498], "avg": 56, "avoid": [36, 41, 54, 55, 121, 127, 129], "aweight": 82, "ax": [16, 21, 31, 32, 56, 81, 84, 94, 97, 98, 103, 111, 117, 119, 120, 123, 124, 125, 128, 129, 131, 133, 139, 158, 171, 202, 206, 208, 209, 223, 225, 226, 228, 232, 236, 239, 240, 243, 244, 245, 246, 247, 248, 249, 342, 345, 355, 357, 362, 424, 428, 432, 433, 434, 451, 453, 455, 456, 461, 462, 463, 464, 476, 480], "axi": [16, 18, 19, 21, 22, 31, 32, 33, 39, 56, 69, 70, 71, 81, 83, 84, 85, 86, 93, 94, 98, 99, 100, 102, 103, 111, 113, 116, 117, 119, 120, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 139, 140, 141, 145, 146, 151, 156, 158, 164, 165, 170, 198, 202, 210, 222, 223, 225, 226, 227, 228, 229, 232, 233, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 298, 299, 300, 301, 302, 309, 310, 316, 320, 321, 322, 326, 327, 328, 331, 336, 337, 338, 339, 341, 343, 345, 346, 356, 357, 358, 362, 364, 365, 366, 419, 424, 426, 427, 428, 432, 433, 434, 436, 439, 445, 446, 448, 451, 452, 453, 455, 456, 457, 458, 461, 462, 463, 464, 465, 476, 478, 480, 482, 483, 494], "axis1": [93, 98, 311, 342, 344, 456, 463], "axis2": [93, 98, 311, 342, 344, 456, 463], "axisa": 83, "axisb": 83, "axisc": 83, "axiserror": [33, 446], "b": [10, 15, 17, 22, 31, 32, 37, 38, 58, 61, 69, 70, 71, 77, 83, 86, 97, 98, 100, 101, 103, 104, 107, 149, 150, 159, 160, 165, 171, 173, 186, 188, 189, 192, 198, 201, 202, 203, 205, 206, 207, 208, 209, 218, 220, 225, 226, 232, 349, 351, 355, 360, 361, 371, 429, 436, 452, 461, 462, 470, 481, 483, 502], "back": [98, 151, 316, 419, 427, 428, 433, 470], "backend": [2, 157, 373, 375, 376, 386, 391, 407], "backward": [10, 49, 98, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 158, 303, 432, 433], "bad": 382, "bartlett": 6, "base": [0, 4, 101, 103, 110, 113, 142, 156, 162, 163, 207, 212, 213, 214, 215, 216, 217, 222, 223, 225, 358, 360, 361, 365, 367], "base_repr": 6, "basic": [64, 103, 494, 498], "bc": [192, 205], "bcde": 104, "becaus": [10, 16, 21, 121, 127, 129, 478, 494], "becom": [10, 98, 162, 345], "been": [100, 366, 433, 458], "befor": [4, 22, 33, 70, 71, 84, 98, 102, 122, 123, 124, 140, 141, 209, 223, 226, 232, 247, 249, 326, 337, 362, 424, 432, 433, 446, 453, 455, 462, 480, 481], "begin": [102, 104, 156, 210, 222, 439], "behav": [211, 365], "behavior": [98, 131, 238, 308, 428, 462], "behind": [98, 326], "being": [3, 101, 145, 146, 227, 233], "belong": [95, 162], "below": [0, 4, 9, 13, 24, 26, 27, 30, 46, 47, 52, 89, 92, 101, 127, 200, 466, 467, 471, 478, 494], "best": 104, "beta": [6, 381], "between": [17, 23, 39, 64, 94, 102, 135, 150, 153, 158, 171, 173, 210, 222, 387, 401, 454, 465, 478], "beyond": [4, 432], "bia": 82, "big": 101, "bin": [95, 116, 118, 132, 162, 163, 408], "bin_edg": [162, 163], "binari": [58, 60, 61, 149, 150, 152, 153, 487, 498], "binary_repr": 6, "bincount": [6, 95, 162], "binomi": [6, 389], "bins_0": 163, "bins_1": 163, "bit": [58, 59, 60, 61, 101, 135, 168, 172, 187, 218, 220, 221, 246, 248, 430, 442, 498], "bitwis": [58, 60, 61], "bitwise_and": [6, 59, 60, 61, 172, 218], "bitwise_invert": [59, 172], "bitwise_left_shift": 187, "bitwise_not": 6, "bitwise_or": [6, 58, 59, 61, 172, 220], "bitwise_right_shift": 430, "bitwise_xor": [6, 58, 59, 60, 172, 221], "biufcmmosuv": 101, "blackman": 6, "block": [6, 70, 71, 100, 134, 165, 186, 436, 452, 483], "bmat": 6, "bool": [9, 16, 17, 21, 31, 32, 36, 37, 38, 41, 44, 49, 56, 64, 77, 81, 84, 95, 98, 101, 104, 107, 134, 148, 156, 159, 160, 162, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 188, 189, 190, 200, 202, 203, 207, 210, 222, 223, 226, 228, 230, 232, 238, 239, 240, 243, 244, 245, 246, 247, 248, 249, 303, 350, 351, 362, 424, 427, 439, 442, 453, 455, 457, 476, 479, 480, 494], "bool_": 9, "boolean": [58, 59, 60, 61, 77, 84, 101, 113, 142, 148, 170, 172, 173, 176, 177, 178, 179, 180, 181, 185, 218, 220, 223, 224, 228, 244, 246, 247, 249, 350, 358, 424, 427, 453, 457, 480], "boolean_sequ": 185, "both": [10, 15, 17, 22, 29, 37, 38, 51, 56, 58, 60, 61, 68, 76, 83, 96, 97, 107, 123, 130, 142, 144, 145, 146, 147, 159, 160, 161, 166, 171, 173, 186, 187, 188, 189, 202, 216, 217, 218, 220, 221, 225, 227, 233, 234, 237, 248, 349, 351, 360, 361, 425, 430, 454, 461, 463, 468, 470, 472, 474, 481, 484], "bound": [365, 420, 438, 457, 458], "boundari": [158, 365, 420], "branch": [13, 14, 24, 25, 26, 27, 28, 30, 46, 47, 50, 52], "briefli": 494, "broadcast": [15, 16, 21, 31, 32, 38, 56, 62, 63, 68, 77, 81, 96, 103, 113, 142, 145, 146, 166, 179, 180, 202, 203, 221, 223, 225, 226, 227, 228, 232, 233, 237, 239, 240, 244, 246, 247, 248, 249, 360, 361, 362, 365, 366, 424, 426, 453, 454, 455, 458, 462, 474, 480, 484], "broadcast_arrai": [6, 63], "broadcast_shap": 6, "broadcast_to": [6, 62, 462], "brought": 10, "buffer": [44, 85, 86, 98, 148, 149, 150, 152, 153, 211, 226, 232, 241, 242, 427], "buffer_lik": 149, "buffererror": 148, "build": 498, "build_loc": 4, "built": 101, "busday_count": 6, "busday_offset": 6, "byte": [6, 49, 98, 101, 103, 149, 150, 211, 303, 319, 323], "byte_bound": 6, "byteord": 101, "byteswap": 6, "bz2": 211, "c": [2, 4, 11, 12, 13, 14, 15, 20, 24, 25, 26, 27, 28, 29, 30, 36, 38, 40, 41, 42, 43, 45, 46, 47, 48, 49, 50, 51, 52, 58, 59, 60, 61, 65, 66, 68, 72, 73, 75, 76, 79, 80, 83, 87, 88, 96, 97, 98, 101, 103, 104, 105, 106, 107, 109, 110, 112, 114, 115, 136, 142, 143, 144, 145, 146, 147, 154, 155, 157, 159, 160, 161, 166, 169, 171, 172, 176, 177, 178, 186, 187, 188, 189, 192, 198, 201, 202, 205, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 225, 227, 233, 234, 237, 303, 308, 316, 329, 348, 349, 350, 351, 353, 354, 359, 360, 361, 363, 368, 369, 419, 420, 423, 425, 427, 428, 430, 431, 437, 441, 442, 443, 444, 449, 450, 454, 459, 460, 461, 462, 474, 475, 476, 477, 484, 485, 486, 502], "c_contigu": [43, 45, 98, 308], "ca": 74, "calcul": [10, 11, 12, 15, 20, 29, 51, 56, 84, 86, 94, 96, 102, 103, 107, 109, 110, 112, 116, 125, 142, 143, 144, 147, 158, 163, 166, 193, 194, 195, 196, 198, 203, 214, 216, 217, 223, 225, 228, 234, 237, 244, 247, 249, 351, 360, 361, 362, 424, 425, 453, 454, 474, 480, 481, 487, 502], "call": [10, 20, 22, 29, 31, 32, 33, 43, 45, 51, 101, 122, 123, 124, 127, 130, 151, 193, 195, 201, 224, 257, 350, 451, 457, 462, 465, 502], "callabl": [151, 224], "cambridg": 10, "can": [0, 3, 4, 10, 15, 17, 22, 23, 29, 33, 36, 37, 38, 40, 41, 42, 43, 44, 45, 48, 49, 51, 56, 58, 59, 60, 61, 64, 75, 76, 83, 89, 90, 92, 93, 96, 97, 98, 101, 103, 104, 105, 106, 107, 114, 116, 117, 118, 119, 122, 123, 124, 127, 128, 129, 132, 134, 142, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 158, 159, 160, 161, 165, 166, 167, 170, 171, 172, 173, 175, 182, 183, 185, 186, 187, 188, 189, 190, 197, 198, 199, 209, 210, 211, 216, 217, 218, 220, 221, 222, 224, 225, 227, 231, 233, 234, 237, 246, 248, 303, 308, 335, 337, 348, 349, 350, 351, 352, 353, 354, 359, 360, 361, 366, 370, 392, 397, 398, 399, 400, 401, 402, 403, 405, 406, 411, 414, 420, 425, 427, 430, 446, 454, 457, 458, 461, 463, 465, 466, 468, 472, 473, 474, 476, 479, 481, 484, 485, 486, 494, 502], "can_cast": [6, 498], "cannot": [13, 14, 24, 25, 26, 27, 28, 30, 46, 47, 50, 52, 70, 71, 239, 240, 448, 451, 452], "capabl": [23, 36, 40, 41, 43, 45, 56, 115, 156, 210, 222, 225], "care": [23, 193], "cartesian": 230, "case": [4, 16, 21, 23, 31, 32, 36, 40, 41, 42, 43, 45, 56, 75, 85, 86, 89, 92, 94, 103, 104, 105, 106, 114, 118, 121, 126, 130, 132, 149, 150, 151, 152, 154, 155, 156, 158, 167, 193, 204, 207, 210, 211, 217, 222, 231, 241, 242, 246, 248, 352, 353, 354, 362, 427, 428, 455, 461, 466, 478, 479, 485, 486, 494], "cast": [16, 21, 49, 64, 70, 71, 77, 84, 85, 86, 98, 103, 142, 165, 193, 223, 225, 228, 238, 241, 242, 244, 246, 247, 248, 249, 303, 362, 424, 436, 452, 453, 455, 480, 483], "cat": [372, 389], "cauchi": 408, "cbrt": [6, 449], "cdef": 104, "cdot": 461, "cdoubl": 9, "ceil": [6, 35, 136, 143, 144, 431, 435, 475], "center": [117, 118, 119, 120, 124, 125, 132], "central": [158, 390, 391], "certain": [101, 224], "ch": 10, "chain": [97, 98, 103, 104], "chang": [49, 75, 83, 98, 101, 103, 113, 241, 242, 303, 316, 340, 345, 348, 358, 359, 365, 366, 367, 419, 427, 428, 433, 478, 498], "char": 101, "charact": [101, 150], "check": [16, 21, 40, 41, 42, 64, 121, 175, 182, 190, 203, 206], "check_valid": 388, "chi": [374, 390], "chisquar": 6, "choic": [6, 67, 98, 116, 117, 119, 122, 123, 124, 128, 129, 131, 133, 194, 196, 304], "choicelist": 439, "choleski": 6, "choos": [6, 20, 26, 28, 46, 50, 98, 104, 439, 484, 494], "chosen": [34, 162, 476, 484], "circ": 502, "circl": [205, 465], "clamp": [365, 457, 458], "clariti": 134, "class": [3, 4, 98, 101, 137, 149, 150, 151, 153, 170, 211, 370, 398, 466, 498], "classic": 103, "clear": [101, 494], "clip": [6, 98, 365, 420, 457, 458, 494], "close": [13, 14, 20, 24, 25, 26, 28, 46, 48, 49, 50, 98, 103, 111, 169, 210, 303, 370, 398, 421, 422, 431, 435, 465], "closer": 475, "cloud": 3, "cmake": 4, "co": [6, 13, 14, 24, 25, 26, 46, 80, 195, 443, 459, 465], "code": [44, 101, 184], "codeplai": 4, "coeffici": [198, 206, 209], "coerc": [44, 149, 150, 151, 152, 153, 211], "coin": 372, "col": 170, "collaps": [98, 316, 476], "column": [6, 40, 41, 42, 43, 45, 48, 49, 69, 70, 71, 85, 86, 93, 98, 100, 114, 134, 140, 141, 158, 164, 165, 167, 193, 194, 198, 201, 204, 207, 303, 419, 420, 436, 448, 452, 466, 468, 472, 477, 479, 483], "column_stack": [6, 70, 71, 100, 165, 436, 452, 483], "com": 4, "combin": [0, 101, 111, 119, 124, 129, 133, 158], "combinatori": 104, "come": 476, "comma": [101, 103], "command": 4, "common": [122, 123, 124, 350, 461], "common_typ": 6, "compani": [372, 389], "compar": [17, 37, 107, 145, 146, 163, 173, 227, 233], "compare_chararrai": 6, "comparison": [2, 107, 159, 160, 188, 189, 351, 487, 498], "compat": [3, 4, 10, 16, 21, 49, 56, 98, 223, 228, 243, 244, 245, 247, 249, 303, 424, 427, 453, 480, 498], "compil": [4, 101, 157], "complement": 478, "complementari": [144, 478], "complet": [3, 4, 104, 150, 151, 204, 433, 494], "complex": [10, 11, 12, 13, 14, 20, 24, 25, 26, 27, 28, 29, 30, 37, 46, 47, 50, 51, 52, 64, 84, 97, 98, 101, 104, 108, 115, 116, 117, 119, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 135, 142, 145, 146, 169, 174, 175, 181, 182, 193, 194, 195, 196, 204, 205, 207, 223, 225, 227, 233, 238, 247, 249, 306, 307, 363, 421, 422, 424, 447, 453, 476, 480, 481, 494, 498], "complex128": [9, 56, 429], "complex64": [9, 56, 98, 142, 336], "compliant": 98, "complic": [103, 502], "compon": [10, 37, 120, 125, 132, 135, 169, 238, 421], "compos": 76, "composit": [86, 186, 455, 465], "compress": [6, 113, 439, 457, 494], "comput": [4, 10, 13, 14, 20, 24, 25, 26, 27, 28, 29, 30, 35, 46, 47, 50, 51, 52, 56, 58, 59, 60, 61, 65, 72, 73, 79, 80, 84, 85, 86, 94, 95, 103, 109, 110, 111, 112, 115, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 143, 158, 159, 160, 161, 162, 163, 169, 170, 172, 186, 188, 189, 191, 192, 193, 194, 195, 196, 197, 201, 202, 203, 204, 205, 207, 208, 209, 212, 213, 214, 215, 218, 219, 220, 221, 223, 225, 228, 229, 234, 241, 242, 243, 244, 245, 246, 247, 248, 249, 348, 359, 363, 421, 423, 424, 425, 431, 435, 437, 441, 442, 443, 444, 449, 453, 455, 459, 460, 461, 465, 468, 472, 480], "compute_uv": [191, 207], "concat": 71, "concaten": [6, 69, 70, 100, 165, 436, 448, 452, 458, 483], "concept": [23, 36, 40, 41, 42, 43, 44, 45, 49, 75, 89, 90, 92, 98, 105, 106, 114, 118, 132, 148, 149, 150, 151, 152, 153, 154, 155, 156, 167, 170, 210, 211, 222, 224, 231, 303, 308, 352, 353, 354, 370, 392, 397, 398, 399, 400, 401, 402, 403, 405, 406, 411, 414, 466, 468, 472, 479, 485, 486, 494], "cond": [6, 197], "condit": [34, 49, 97, 98, 113, 191, 197, 201, 303, 350, 358, 365, 367, 439, 484], "condlist": 439, "confus": 147, "conj": [6, 73, 98, 121, 169, 190, 193, 363], "conjug": [6, 10, 72, 97, 98, 127, 130, 169, 190, 193, 194, 195, 196, 225, 306, 363, 481], "consecut": [94, 102, 158], "conserv": 230, "consid": [17, 23, 36, 37, 40, 41, 43, 45, 104, 132, 156, 173, 176, 194, 196, 200, 210, 222, 225, 370, 398, 428, 476], "consist": [37, 38, 102, 116, 117, 119, 122, 123, 124, 128, 129, 131, 133, 150, 163, 209, 210, 458, 461], "constant": [9, 101, 158], "constraint": 56, "construct": [40, 41, 42, 67, 89, 92, 93, 98, 101, 114, 149, 150, 151, 152, 153, 167, 185, 211, 231, 304, 352, 439, 462, 463, 484, 487], "constructor": 494, "consum": [98, 323], "contain": [10, 11, 12, 13, 14, 15, 16, 20, 21, 23, 24, 25, 26, 27, 28, 29, 30, 42, 46, 47, 50, 51, 52, 58, 59, 60, 61, 65, 66, 68, 72, 73, 76, 77, 79, 80, 83, 84, 93, 96, 98, 101, 107, 109, 110, 112, 117, 118, 119, 122, 127, 130, 132, 138, 142, 143, 144, 145, 146, 147, 148, 153, 157, 158, 159, 160, 162, 163, 166, 169, 170, 172, 187, 188, 189, 194, 204, 207, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 223, 227, 228, 233, 234, 237, 239, 240, 243, 244, 245, 247, 249, 332, 348, 350, 351, 357, 359, 360, 361, 363, 370, 421, 423, 424, 425, 430, 431, 435, 437, 441, 442, 443, 444, 449, 450, 453, 454, 459, 460, 464, 468, 469, 472, 473, 474, 475, 480, 494], "content": [43, 98, 407], "context": 10, "contigu": [40, 41, 42, 43, 45, 97, 98, 103, 201, 329, 419, 427], "continu": [13, 14, 24, 25, 26, 27, 28, 30, 46, 47, 50, 52, 370, 402], "contourf": 230, "contract": [103, 104, 461], "contrast": [103, 365], "contribut": [10, 56, 162, 163], "control": [4, 49, 64, 70, 71, 77, 98, 103, 165, 225, 303, 436, 452, 483], "conveni": [98, 345, 370], "convent": [13, 14, 24, 25, 26, 27, 28, 30, 46, 47, 50, 52, 97, 103, 104, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 171, 209, 225, 355, 461], "convers": [49, 98, 103, 303, 487], "convert": [22, 31, 32, 36, 40, 41, 42, 43, 44, 45, 48, 53, 54, 55, 75, 87, 88, 89, 92, 101, 103, 104, 111, 154, 155, 156, 175, 182, 210, 222, 368, 369, 420, 477, 478, 479], "convolut": [10, 74, 78], "convolv": [6, 78], "coolei": 10, "coordin": [81, 151, 158, 170, 185, 230, 420, 477], "copi": [6, 22, 23, 33, 36, 37, 40, 41, 42, 43, 44, 45, 49, 53, 54, 55, 77, 89, 90, 92, 93, 98, 101, 105, 106, 113, 114, 118, 132, 148, 149, 150, 151, 152, 153, 154, 155, 156, 167, 170, 210, 211, 222, 224, 230, 231, 238, 257, 303, 316, 318, 326, 332, 335, 352, 353, 354, 356, 358, 359, 370, 392, 397, 398, 399, 400, 401, 402, 403, 405, 411, 414, 427, 428, 438, 446, 451, 466, 467, 468, 471, 472, 479, 485, 486, 494], "copysign": [6, 348, 359], "copyto": [6, 98, 113, 308, 358], "core": [3, 101, 103, 494], "corner": [117, 119, 123, 124], "corrcoef": [6, 82], "correct": [11, 12, 13, 14, 15, 20, 22, 24, 25, 26, 27, 28, 29, 30, 34, 35, 46, 47, 50, 51, 52, 58, 59, 60, 61, 65, 66, 70, 71, 72, 73, 76, 79, 80, 87, 88, 96, 107, 109, 110, 112, 115, 121, 127, 129, 136, 142, 143, 144, 145, 146, 147, 159, 160, 161, 166, 169, 172, 176, 177, 178, 187, 188, 189, 206, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 227, 233, 234, 237, 348, 349, 351, 359, 360, 361, 363, 368, 369, 423, 425, 430, 431, 435, 437, 441, 442, 443, 444, 449, 450, 452, 454, 459, 460, 474, 475], "correctli": [20, 26, 28, 31, 32, 46, 50, 81, 202, 226, 232, 239, 240, 246, 248, 350, 362, 455], "correl": [6, 498], "correspond": [6, 10, 23, 31, 32, 36, 39, 40, 41, 42, 43, 44, 45, 49, 68, 70, 71, 75, 87, 88, 89, 90, 92, 93, 98, 99, 105, 106, 114, 117, 118, 119, 121, 123, 124, 127, 128, 129, 130, 131, 132, 133, 148, 149, 150, 151, 152, 153, 154, 155, 156, 158, 164, 167, 170, 185, 193, 194, 210, 211, 222, 224, 225, 231, 303, 308, 312, 352, 353, 354, 357, 368, 369, 370, 392, 397, 398, 399, 400, 401, 402, 403, 405, 406, 411, 414, 432, 439, 440, 448, 453, 461, 464, 465, 466, 468, 472, 479, 480, 482, 485, 486, 494], "correspondingli": [10, 448], "cosh": [6, 14, 25, 79, 444, 460], "cosin": [13, 14, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 79, 80, 443, 444, 459, 460], "cost": [103, 104], "costli": 104, "could": [98, 121, 127, 129, 337], "count": [16, 21, 57, 81, 95, 101, 104, 139, 149, 150, 152, 153, 158, 162, 163, 350, 362, 372, 445, 455, 476, 487, 498], "count_nonzero": [6, 350], "counterclockwis": [140, 141, 434], "counterpart": [10, 121, 127, 129, 494], "cov": [6, 388], "covari": 82, "cover": [468, 472, 498], "cpu": [4, 23, 36, 40, 41, 42, 43, 45, 75, 78, 82, 89, 92, 105, 106, 108, 114, 118, 132, 149, 150, 151, 152, 154, 155, 156, 167, 210, 211, 222, 229, 231, 235, 246, 352, 353, 354, 466, 479, 485, 486], "creat": [3, 4, 23, 36, 38, 40, 41, 42, 43, 44, 45, 49, 75, 89, 90, 91, 92, 93, 98, 101, 104, 105, 106, 114, 118, 132, 148, 149, 150, 151, 152, 153, 154, 155, 156, 167, 170, 210, 211, 222, 224, 231, 238, 303, 308, 352, 353, 354, 366, 370, 392, 397, 398, 399, 400, 401, 402, 403, 405, 406, 411, 414, 463, 466, 468, 469, 472, 473, 479, 485, 486, 494, 498], "creation": [101, 104, 487, 494, 498, 502], "crop": [116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133], "cross": [6, 78, 185], "csingl": 9, "ct": 10, "cube": [65, 142, 449], "cubic": 104, "cuda": 4, "cumprod": [6, 98, 241, 494], "cumproduct": 6, "cumsum": [6, 94, 98, 242, 455, 465, 494], "cumul": [84, 85, 86, 94, 98, 241, 242, 309, 310, 455, 465], "cupi": [2, 487], "current": [10, 11, 12, 13, 14, 15, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 58, 59, 60, 61, 65, 66, 68, 76, 79, 80, 87, 88, 96, 98, 101, 104, 109, 110, 112, 142, 143, 144, 145, 146, 147, 150, 161, 163, 166, 167, 172, 187, 213, 214, 215, 216, 217, 227, 233, 234, 235, 237, 335, 348, 349, 359, 360, 361, 363, 368, 369, 423, 425, 430, 431, 437, 441, 442, 443, 444, 454, 459, 460, 474, 475], "curv": 465, "custom": 494, "customarili": 10, "cut": [13, 14, 24, 25, 26, 27, 28, 30, 46, 47, 50, 52, 198], "cutoff": 203, "cycl": [118, 132, 185, 428], "cyclic": 365, "cython": 4, "d": [0, 16, 21, 23, 56, 69, 70, 71, 85, 86, 89, 90, 91, 92, 93, 97, 98, 100, 101, 114, 118, 120, 125, 132, 134, 138, 140, 141, 153, 164, 165, 167, 171, 185, 192, 194, 195, 201, 202, 205, 225, 230, 241, 242, 248, 316, 350, 360, 361, 362, 365, 375, 419, 427, 436, 438, 440, 452, 455, 457, 461, 462, 463, 470, 476, 479, 483, 494], "d0": [370, 397, 399], "d1": [370, 399], "d3": 90, "data": [1, 3, 4, 11, 12, 13, 14, 15, 16, 17, 20, 21, 24, 25, 26, 27, 28, 29, 30, 33, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 56, 58, 59, 60, 61, 63, 64, 65, 66, 70, 71, 72, 73, 75, 76, 77, 78, 79, 80, 81, 82, 84, 87, 88, 89, 92, 95, 96, 97, 98, 101, 103, 105, 106, 107, 108, 109, 110, 112, 114, 115, 121, 127, 129, 135, 136, 138, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 159, 160, 161, 162, 163, 165, 166, 167, 168, 169, 170, 172, 173, 175, 176, 177, 178, 179, 180, 182, 187, 188, 189, 198, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 225, 227, 228, 229, 233, 234, 235, 237, 238, 239, 240, 243, 244, 245, 246, 247, 249, 303, 332, 345, 347, 348, 349, 351, 353, 354, 358, 359, 360, 361, 363, 365, 366, 368, 369, 370, 371, 372, 374, 377, 378, 379, 380, 381, 382, 383, 384, 385, 389, 392, 393, 395, 396, 397, 398, 399, 400, 402, 403, 404, 405, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 421, 423, 424, 425, 426, 427, 428, 430, 431, 432, 433, 435, 436, 437, 438, 441, 442, 443, 444, 445, 449, 450, 451, 452, 453, 454, 458, 459, 460, 463, 466, 474, 475, 480, 483, 484, 485, 486, 487, 498], "datatyp": [101, 200], "date": 4, "datetim": 101, "datetime_as_str": 6, "datetime_data": 6, "dcmake_c_compil": 4, "dcmake_cxx_compil": 4, "ddof": [82, 98, 247, 249, 339, 346, 453, 480], "decai": 383, "decim": [35, 98, 135, 136, 333, 431, 435], "decomposit": [190, 197, 200, 203, 207, 498], "decompress": 211, "decreas": [95, 465], "decreasingli": [10, 117, 119, 123, 124], "deem": 148, "def": 0, "default": [3, 10, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 35, 36, 37, 39, 40, 41, 42, 43, 44, 45, 46, 47, 49, 50, 51, 52, 56, 58, 59, 60, 61, 62, 63, 65, 66, 68, 70, 71, 72, 73, 75, 76, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 92, 93, 94, 95, 96, 98, 101, 102, 103, 104, 105, 106, 107, 109, 110, 112, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 136, 139, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 158, 159, 160, 161, 162, 163, 165, 166, 167, 169, 170, 172, 173, 176, 177, 178, 179, 180, 187, 188, 189, 190, 191, 194, 196, 198, 200, 201, 202, 203, 204, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 303, 308, 316, 348, 349, 351, 352, 353, 354, 356, 357, 359, 360, 361, 362, 363, 365, 368, 369, 370, 374, 392, 397, 398, 399, 400, 401, 402, 403, 405, 406, 408, 409, 411, 414, 419, 420, 422, 423, 424, 425, 426, 427, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 441, 442, 443, 444, 445, 446, 448, 449, 450, 452, 453, 454, 455, 457, 458, 459, 460, 461, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 482, 483, 484, 485, 486, 494], "default_rng": 6, "defg": 104, "defici": 200, "defin": [10, 29, 51, 83, 101, 106, 116, 145, 146, 155, 161, 162, 163, 227, 233, 238, 354, 359, 422, 434, 486, 494], "definit": [83, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 143, 190, 465], "deg": [20, 369], "deg2rad": [6, 368, 369, 478], "degre": [6, 20, 87, 247, 249, 368, 369, 412, 434, 453, 478, 480, 502], "del": 502, "delet": [6, 22], "delta": [10, 247, 249, 453, 478, 480], "demonstr": [0, 4, 101], "dens": [170, 185, 231], "densiti": 162, "depend": [4, 34, 93, 115, 121, 127, 129, 194, 198, 204, 206, 207, 210, 246, 248, 439, 484], "deprec": 6, "deprecate_with_doc": 6, "depth": [69, 70, 71, 99, 100, 165, 436, 448, 452, 483], "deriv": 158, "descend": 207, "descr": 101, "describ": [84, 101, 223, 424, 498], "descript": [84, 101, 122, 124, 162, 223, 424, 494], "design": 10, "desir": [23, 36, 40, 41, 43, 45, 48, 63, 105, 106, 114, 122, 123, 124, 154, 155, 156, 167, 210, 222, 353, 354, 462, 466, 485, 486], "destin": [70, 71, 165, 236, 365, 366, 436, 452, 458, 483], "destruct": 502, "det": [6, 205], "detail": [35, 117, 119, 123, 124, 128, 129, 131, 133, 148, 435, 468, 469, 472, 473, 476, 494], "determin": [13, 14, 15, 20, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 58, 60, 61, 65, 76, 79, 80, 87, 88, 96, 109, 110, 112, 144, 145, 146, 147, 150, 151, 153, 166, 187, 192, 198, 204, 205, 212, 213, 214, 215, 216, 217, 225, 227, 233, 234, 237, 349, 360, 361, 368, 369, 420, 423, 425, 430, 437, 439, 441, 443, 444, 449, 450, 454, 459, 460, 463, 474, 475, 477], "devel": 4, "develop": [3, 4], "deviat": [98, 228, 244, 247, 249, 339, 370, 385, 392, 453, 480], "devic": [0, 2, 3, 23, 36, 40, 41, 42, 43, 44, 45, 49, 56, 75, 84, 89, 90, 92, 98, 103, 105, 106, 114, 115, 118, 132, 136, 148, 149, 150, 151, 152, 153, 154, 155, 156, 167, 170, 210, 211, 222, 223, 224, 225, 228, 231, 244, 247, 249, 303, 308, 352, 353, 354, 370, 392, 397, 398, 399, 400, 401, 402, 403, 405, 406, 411, 414, 424, 451, 453, 466, 468, 472, 479, 480, 485, 486], "df": [374, 390, 412, 413], "dfden": [378, 391], "dfnum": [378, 391], "dft": [10, 116, 121, 122, 126, 127, 130], "di": [90, 91], "diag": [6, 92, 93, 103, 114, 140, 141, 167, 193, 195, 207, 439, 463], "diag_indic": [6, 91, 134], "diag_indices_from": [6, 90, 134], "diagflat": [6, 89, 93, 463], "diagon": [6, 89, 90, 91, 92, 98, 103, 114, 134, 167, 190, 194, 195, 196, 224, 344, 439, 463, 466, 467, 468, 469, 471, 472, 473, 494], "dice": 387, "dictionari": 101, "diff": [6, 86, 102, 158, 162], "differ": [3, 10, 17, 23, 36, 39, 40, 41, 42, 43, 45, 56, 75, 84, 86, 89, 92, 94, 98, 101, 102, 105, 106, 114, 117, 118, 122, 123, 125, 128, 131, 132, 135, 140, 141, 142, 149, 150, 151, 152, 154, 155, 156, 158, 167, 173, 196, 210, 211, 222, 223, 225, 231, 308, 352, 353, 354, 358, 360, 361, 366, 424, 428, 434, 454, 458, 466, 468, 472, 478, 479, 485, 486, 498], "digit": [6, 10, 135, 162], "dim": [17, 420], "dimens": [16, 21, 22, 31, 32, 36, 53, 54, 55, 56, 69, 70, 71, 77, 81, 82, 83, 90, 93, 94, 98, 99, 101, 111, 123, 124, 136, 140, 141, 158, 165, 170, 171, 185, 200, 202, 204, 223, 226, 228, 230, 231, 232, 236, 239, 240, 243, 244, 245, 246, 247, 248, 249, 316, 324, 335, 347, 350, 352, 362, 366, 370, 400, 402, 403, 405, 420, 424, 427, 434, 440, 448, 451, 452, 453, 455, 456, 457, 458, 462, 463, 468, 469, 472, 473, 476, 477, 480, 482, 494, 498], "dimension": [2, 4, 33, 74, 78, 81, 84, 90, 91, 92, 93, 94, 95, 98, 102, 103, 116, 117, 119, 121, 122, 123, 124, 127, 128, 129, 130, 131, 133, 134, 149, 150, 152, 158, 164, 170, 185, 198, 204, 208, 209, 223, 226, 230, 231, 232, 239, 240, 243, 245, 247, 249, 338, 347, 352, 355, 362, 424, 446, 453, 455, 457, 462, 465, 476, 480, 481, 482, 487], "direct": [10, 83, 94, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 140, 141, 158, 349, 434], "directli": [101, 151, 170, 222, 350, 458], "directori": 157, "dirichlet": 6, "discard": 475, "discont": 478, "discontinu": 478, "discret": [3, 10, 74, 78, 86, 94, 102, 116, 117, 118, 119, 122, 123, 124, 127, 128, 129, 130, 131, 132, 133, 158, 370, 487], "disp": 6, "dispers": 415, "displac": [98, 340], "disregard": 428, "distanc": 158, "distinct": [145, 146, 227, 233, 428], "distinguish": 101, "distribut": [3, 4, 222, 370, 371, 372, 374, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 395, 396, 397, 398, 399, 401, 402, 404, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 498], "divid": [6, 39, 99, 100, 144, 147, 164, 234, 425, 448, 474, 482], "divis": [96, 144, 147, 234, 360, 361, 425, 448, 474, 475], "divisor": [247, 249, 453, 480], "divmod": [6, 494], "dlpack": 148, "dmlc": 148, "dn": [370, 397, 399], "do": [3, 4, 101, 224, 372, 433, 465], "docstr": 494, "document": [0, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 149, 150, 151, 152, 153, 154, 155, 156, 158, 159, 160, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 316, 317, 318, 320, 321, 322, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 337, 338, 339, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 407, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 476, 477, 478, 479, 480, 481, 482, 483, 484, 485, 486, 494], "doe": [22, 23, 39, 64, 103, 113, 115, 130, 145, 146, 148, 204, 238, 241, 242, 358, 428, 448, 457], "domain": [10, 121, 126], "done": [3, 49, 98, 103, 209, 303, 476, 478], "dot": [6, 98, 103, 104, 171, 190, 195, 197, 201, 203, 204, 206, 207, 208, 209, 225, 461, 481], "doubl": [9, 383, 461], "down": 141, "dp": [96, 192, 194, 205, 206, 360, 361, 454, 474], "dpc": 4, "dpcpp": 4, "dpcpp_linux": 4, "dpcpp_win": 4, "dpctl": [0, 4, 23, 36, 40, 41, 42, 43, 44, 45, 49, 75, 89, 90, 92, 98, 105, 106, 114, 118, 132, 148, 149, 150, 151, 152, 153, 154, 155, 156, 167, 170, 210, 211, 222, 224, 231, 239, 240, 243, 245, 246, 303, 308, 352, 353, 354, 364, 370, 392, 397, 398, 399, 400, 401, 402, 403, 405, 406, 411, 414, 466, 468, 472, 479, 485, 486], "dpnp": [0, 2, 3, 4, 10, 487, 494, 498, 499, 502], "dpnp_arrai": [23, 36, 40, 41, 42, 43, 45, 49, 75, 89, 90, 92, 105, 106, 114, 118, 132, 135, 148, 149, 150, 151, 152, 153, 154, 155, 156, 167, 168, 170, 210, 211, 222, 224, 231, 250, 303, 308, 352, 353, 354, 370, 392, 397, 398, 399, 400, 401, 402, 403, 405, 406, 411, 414, 466, 468, 472, 479, 485, 486, 487], "dpnp_iface_arraycr": [231, 352], "draw": [370, 371, 372, 374, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 395, 396, 398, 404, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417], "drawn": [370, 371, 372, 374, 377, 378, 379, 380, 381, 382, 383, 384, 385, 387, 388, 389, 392, 393, 395, 396, 398, 401, 404, 410, 411, 412, 413, 414, 415, 416, 417, 418, 439], "drill": [372, 389], "driver": 2, "drop": [3, 101], "dsplit": [6, 70, 71, 100, 448], "dst": 77, "dstack": [6, 69, 70, 71, 165, 436, 448, 452, 483], "dt": [101, 465], "dt2": 101, "dtype": [0, 9, 11, 12, 13, 14, 15, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 36, 37, 40, 41, 42, 43, 44, 45, 46, 47, 49, 50, 51, 52, 56, 58, 59, 60, 61, 64, 65, 66, 70, 71, 72, 73, 76, 79, 80, 82, 84, 85, 86, 87, 88, 90, 96, 98, 103, 105, 106, 107, 109, 110, 112, 114, 115, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 134, 135, 136, 142, 143, 144, 145, 146, 147, 149, 150, 151, 152, 153, 154, 155, 156, 158, 159, 160, 161, 162, 165, 166, 167, 168, 169, 170, 172, 176, 177, 178, 179, 180, 187, 188, 189, 201, 207, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 225, 226, 227, 228, 232, 233, 234, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 303, 309, 310, 321, 327, 336, 339, 341, 344, 346, 348, 349, 351, 353, 354, 359, 360, 361, 362, 363, 368, 369, 370, 392, 398, 414, 423, 424, 425, 429, 430, 431, 435, 436, 437, 441, 442, 443, 444, 447, 449, 450, 452, 453, 454, 455, 457, 459, 460, 463, 466, 467, 471, 474, 475, 480, 482, 483, 485, 486, 494], "due": [130, 502], "dump": 6, "dx": [158, 465], "dy": 158, "dz": 158, "e": [9, 10, 14, 25, 27, 47, 84, 85, 93, 101, 105, 106, 111, 114, 117, 121, 122, 123, 124, 127, 129, 130, 142, 150, 154, 155, 158, 167, 187, 193, 205, 208, 212, 353, 354, 370, 422, 426, 428, 456, 466, 485, 486], "ea": 104, "each": [0, 11, 12, 13, 14, 15, 20, 24, 25, 26, 27, 28, 29, 30, 39, 46, 47, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 65, 66, 72, 73, 76, 79, 80, 85, 86, 90, 93, 95, 96, 98, 99, 101, 104, 107, 109, 110, 112, 117, 119, 121, 123, 124, 127, 128, 129, 131, 133, 140, 141, 142, 143, 144, 147, 151, 158, 159, 160, 162, 163, 164, 169, 172, 176, 177, 178, 185, 187, 188, 189, 193, 194, 195, 196, 198, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 225, 234, 236, 237, 238, 333, 348, 350, 351, 359, 360, 361, 363, 366, 372, 389, 420, 421, 423, 425, 426, 428, 430, 431, 432, 435, 437, 441, 442, 443, 444, 448, 449, 450, 452, 454, 458, 459, 460, 462, 465, 468, 469, 472, 473, 474, 475, 476, 477, 482, 494], "easier": 457, "easiest": 4, "easili": [0, 163], "edg": [68, 95, 162, 163], "edge_ord": 158, "ediff1d": [6, 94, 158], "effect": [104, 142, 145, 146, 227, 233, 360, 361, 478], "effici": [10, 116, 130, 150, 200, 203, 207], "efgh": 104, "eig": [6, 194, 195, 196], "eigenvalu": [193, 194, 195, 196, 498], "eigenvector": [193, 194, 195, 196], "eigh": [6, 193, 195, 196], "eigval": [6, 193, 194, 196], "eigvalsh": [6, 193, 194, 195], "einstein": [97, 103, 104, 171, 209, 225, 355, 461], "einsum": [6, 97, 104, 171, 209, 225, 355, 461], "einsum_path": [6, 103], "either": [37, 38, 45, 56, 84, 93, 101, 117, 119, 121, 123, 124, 127, 129, 131, 133, 134, 158, 171, 194, 196, 202, 204, 223, 239, 240, 243, 245, 246, 248, 420, 424, 428, 438, 439, 458, 465], "element": [4, 10, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 33, 34, 35, 37, 38, 42, 46, 47, 50, 51, 52, 56, 57, 58, 59, 60, 61, 65, 66, 68, 72, 73, 76, 77, 79, 80, 84, 85, 86, 91, 93, 94, 95, 96, 98, 101, 102, 104, 107, 109, 110, 112, 113, 114, 115, 117, 119, 123, 124, 128, 129, 130, 131, 133, 134, 136, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 153, 158, 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