diff --git a/.buildinfo b/.buildinfo
index cec8fd1a9a0..1f3a105f663 100644
--- a/.buildinfo
+++ b/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: e7487660962c1190d4c5cda884885c1c
+config: a1d42e122e11d78c6eea4ea9af0bdc0c
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/_modules/dpnp/dpnp_array.html b/_modules/dpnp/dpnp_array.html
index b537e140134..a45d703e903 100644
--- a/_modules/dpnp/dpnp_array.html
+++ b/_modules/dpnp/dpnp_array.html
@@ -12,7 +12,7 @@
     </script>
     
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_array &mdash; Data Parallel Extension for NumPy 0.16.0dev0+16.g6a737c4991 documentation</title>
+  <title>dpnp.dpnp_array &mdash; Data Parallel Extension for NumPy 0.16.0dev0+17.g38fd39debe 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=63b2c898"></script>
+        <script src="../../_static/documentation_options.js?v=55a8768f"></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">
-                0.16.0dev0+16.g6a737c4991
+                0.16.0dev0+17.g38fd39debe
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">
@@ -707,7 +707,15 @@ <h1>Source code for dpnp.dpnp_array</h1><div class="highlight"><pre>
 
 <div class="viewcode-block" id="dpnp_array.astype">
 <a class="viewcode-back" href="../../reference/generated/dpnp.dpnp_array.dpnp_array.html#dpnp.dpnp_array.dpnp_array.astype">[docs]</a>
-    <span class="k">def</span> <span class="nf">astype</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dtype</span><span class="p">,</span> <span class="n">order</span><span class="o">=</span><span class="s2">&quot;K&quot;</span><span class="p">,</span> <span class="n">casting</span><span class="o">=</span><span class="s2">&quot;unsafe&quot;</span><span class="p">,</span> <span class="n">subok</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
+    <span class="k">def</span> <span class="nf">astype</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">dtype</span><span class="p">,</span>
+        <span class="n">order</span><span class="o">=</span><span class="s2">&quot;K&quot;</span><span class="p">,</span>
+        <span class="n">casting</span><span class="o">=</span><span class="s2">&quot;unsafe&quot;</span><span class="p">,</span>
+        <span class="n">subok</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
+        <span class="n">copy</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
+        <span class="n">device</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+    <span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Copy the array with data type casting.</span>
 
@@ -742,6 +750,13 @@ <h1>Source code for dpnp.dpnp_array</h1><div class="highlight"><pre>
 <span class="sd">            this is set to ``False``, and the `dtype`, `order`, and `subok`</span>
 <span class="sd">            requirements are satisfied, the input array is returned instead of</span>
 <span class="sd">            a copy.</span>
+<span class="sd">        device : {None, string, SyclDevice, SyclQueue}, optional</span>
+<span class="sd">            An array API concept of device where the output array is created.</span>
+<span class="sd">            The `device` can be ``None`` (the default), an OneAPI filter selector</span>
+<span class="sd">            string, an instance of :class:`dpctl.SyclDevice` corresponding to</span>
+<span class="sd">            a non-partitioned SYCL device, an instance of :class:`dpctl.SyclQueue`,</span>
+<span class="sd">            or a `Device` object returned by</span>
+<span class="sd">            :obj:`dpnp.dpnp_array.dpnp_array.device` property. Default: ``None``.</span>
 
 <span class="sd">        Returns</span>
 <span class="sd">        -------</span>
@@ -771,7 +786,9 @@ <h1>Source code for dpnp.dpnp_array</h1><div class="highlight"><pre>
                 <span class="sa">f</span><span class="s2">&quot;subok=</span><span class="si">{</span><span class="n">subok</span><span class="si">}</span><span class="s2"> is currently not supported&quot;</span>
             <span class="p">)</span>
 
-        <span class="k">return</span> <span class="n">dpnp</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dtype</span><span class="p">,</span> <span class="n">order</span><span class="o">=</span><span class="n">order</span><span class="p">,</span> <span class="n">casting</span><span class="o">=</span><span class="n">casting</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="n">copy</span><span class="p">)</span></div>
+        <span class="k">return</span> <span class="n">dpnp</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span>
+            <span class="bp">self</span><span class="p">,</span> <span class="n">dtype</span><span class="p">,</span> <span class="n">order</span><span class="o">=</span><span class="n">order</span><span class="p">,</span> <span class="n">casting</span><span class="o">=</span><span class="n">casting</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="n">copy</span><span class="p">,</span> <span class="n">device</span><span class="o">=</span><span class="n">device</span>
+        <span class="p">)</span></div>
 
 
     <span class="c1"># &#39;base&#39;,</span>
diff --git a/_modules/dpnp/dpnp_flatiter.html b/_modules/dpnp/dpnp_flatiter.html
index 002544ab1cc..708be991789 100644
--- a/_modules/dpnp/dpnp_flatiter.html
+++ b/_modules/dpnp/dpnp_flatiter.html
@@ -12,7 +12,7 @@
     </script>
     
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_flatiter &mdash; Data Parallel Extension for NumPy 0.16.0dev0+16.g6a737c4991 documentation</title>
+  <title>dpnp.dpnp_flatiter &mdash; Data Parallel Extension for NumPy 0.16.0dev0+17.g38fd39debe 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=63b2c898"></script>
+        <script src="../../_static/documentation_options.js?v=55a8768f"></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">
-                0.16.0dev0+16.g6a737c4991
+                0.16.0dev0+17.g38fd39debe
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">
diff --git a/_modules/dpnp/dpnp_iface.html b/_modules/dpnp/dpnp_iface.html
index 271ff8ac122..e2ec3ee4773 100644
--- a/_modules/dpnp/dpnp_iface.html
+++ b/_modules/dpnp/dpnp_iface.html
@@ -12,7 +12,7 @@
     </script>
     
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface &mdash; Data Parallel Extension for NumPy 0.16.0dev0+16.g6a737c4991 documentation</title>
+  <title>dpnp.dpnp_iface &mdash; Data Parallel Extension for NumPy 0.16.0dev0+17.g38fd39debe 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=63b2c898"></script>
+        <script src="../../_static/documentation_options.js?v=55a8768f"></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">
-                0.16.0dev0+16.g6a737c4991
+                0.16.0dev0+17.g38fd39debe
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">
@@ -278,7 +278,7 @@ <h1>Source code for dpnp.dpnp_iface</h1><div class="highlight"><pre>
 <span class="c1"># pylint: disable=redefined-outer-name</span>
 <div class="viewcode-block" id="astype">
 <a class="viewcode-back" href="../../reference/generated/dpnp.astype.html#dpnp.astype">[docs]</a>
-<span class="k">def</span> <span class="nf">astype</span><span class="p">(</span><span class="n">x1</span><span class="p">,</span> <span class="n">dtype</span><span class="p">,</span> <span class="n">order</span><span class="o">=</span><span class="s2">&quot;K&quot;</span><span class="p">,</span> <span class="n">casting</span><span class="o">=</span><span class="s2">&quot;unsafe&quot;</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
+<span class="k">def</span> <span class="nf">astype</span><span class="p">(</span><span class="n">x1</span><span class="p">,</span> <span class="n">dtype</span><span class="p">,</span> <span class="n">order</span><span class="o">=</span><span class="s2">&quot;K&quot;</span><span class="p">,</span> <span class="n">casting</span><span class="o">=</span><span class="s2">&quot;unsafe&quot;</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">device</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Copy the array with data type casting.</span>
 
@@ -311,6 +311,13 @@ <h1>Source code for dpnp.dpnp_iface</h1><div class="highlight"><pre>
 <span class="sd">        By default, ``astype`` always returns a newly allocated array. If this</span>
 <span class="sd">        is set to ``False``, and the `dtype`, `order`, and `subok` requirements</span>
 <span class="sd">        are satisfied, the input array is returned instead of a copy.</span>
+<span class="sd">    device : {None, string, SyclDevice, SyclQueue}, optional</span>
+<span class="sd">        An array API concept of device where the output array is created.</span>
+<span class="sd">        The `device` can be ``None`` (the default), an OneAPI filter selector</span>
+<span class="sd">        string, an instance of :class:`dpctl.SyclDevice` corresponding to</span>
+<span class="sd">        a non-partitioned SYCL device, an instance of :class:`dpctl.SyclQueue`,</span>
+<span class="sd">        or a `Device` object returned by</span>
+<span class="sd">        :obj:`dpnp.dpnp_array.dpnp_array.device` property. Default: ``None``.</span>
 
 <span class="sd">    Returns</span>
 <span class="sd">    -------</span>
@@ -326,7 +333,7 @@ <h1>Source code for dpnp.dpnp_iface</h1><div class="highlight"><pre>
 
     <span class="n">x1_obj</span> <span class="o">=</span> <span class="n">dpnp</span><span class="o">.</span><span class="n">get_usm_ndarray</span><span class="p">(</span><span class="n">x1</span><span class="p">)</span>
     <span class="n">array_obj</span> <span class="o">=</span> <span class="n">dpt</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span>
-        <span class="n">x1_obj</span><span class="p">,</span> <span class="n">dtype</span><span class="p">,</span> <span class="n">order</span><span class="o">=</span><span class="n">order</span><span class="p">,</span> <span class="n">casting</span><span class="o">=</span><span class="n">casting</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="n">copy</span>
+        <span class="n">x1_obj</span><span class="p">,</span> <span class="n">dtype</span><span class="p">,</span> <span class="n">order</span><span class="o">=</span><span class="n">order</span><span class="p">,</span> <span class="n">casting</span><span class="o">=</span><span class="n">casting</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="n">copy</span><span class="p">,</span> <span class="n">device</span><span class="o">=</span><span class="n">device</span>
     <span class="p">)</span>
 
     <span class="c1"># return x1 if dpctl returns a zero copy of x1_obj</span>
diff --git a/_modules/dpnp/dpnp_iface_arraycreation.html b/_modules/dpnp/dpnp_iface_arraycreation.html
index 5b438d94b99..5a5778de9f7 100644
--- a/_modules/dpnp/dpnp_iface_arraycreation.html
+++ b/_modules/dpnp/dpnp_iface_arraycreation.html
@@ -12,7 +12,7 @@
     </script>
     
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_arraycreation &mdash; Data Parallel Extension for NumPy 0.16.0dev0+16.g6a737c4991 documentation</title>
+  <title>dpnp.dpnp_iface_arraycreation &mdash; Data Parallel Extension for NumPy 0.16.0dev0+17.g38fd39debe 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=63b2c898"></script>
+        <script src="../../_static/documentation_options.js?v=55a8768f"></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">
-                0.16.0dev0+16.g6a737c4991
+                0.16.0dev0+17.g38fd39debe
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">
diff --git a/_modules/dpnp/dpnp_iface_counting.html b/_modules/dpnp/dpnp_iface_counting.html
index 65222d8bd8b..eb141ea2099 100644
--- a/_modules/dpnp/dpnp_iface_counting.html
+++ b/_modules/dpnp/dpnp_iface_counting.html
@@ -12,7 +12,7 @@
     </script>
     
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_counting &mdash; Data Parallel Extension for NumPy 0.16.0dev0+16.g6a737c4991 documentation</title>
+  <title>dpnp.dpnp_iface_counting &mdash; Data Parallel Extension for NumPy 0.16.0dev0+17.g38fd39debe 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=63b2c898"></script>
+        <script src="../../_static/documentation_options.js?v=55a8768f"></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">
-                0.16.0dev0+16.g6a737c4991
+                0.16.0dev0+17.g38fd39debe
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">
diff --git a/_modules/dpnp/dpnp_iface_histograms.html b/_modules/dpnp/dpnp_iface_histograms.html
index d9fdc9efb6b..97441fe8719 100644
--- a/_modules/dpnp/dpnp_iface_histograms.html
+++ b/_modules/dpnp/dpnp_iface_histograms.html
@@ -12,7 +12,7 @@
     </script>
     
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_histograms &mdash; Data Parallel Extension for NumPy 0.16.0dev0+16.g6a737c4991 documentation</title>
+  <title>dpnp.dpnp_iface_histograms &mdash; Data Parallel Extension for NumPy 0.16.0dev0+17.g38fd39debe 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=63b2c898"></script>
+        <script src="../../_static/documentation_options.js?v=55a8768f"></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">
-                0.16.0dev0+16.g6a737c4991
+                0.16.0dev0+17.g38fd39debe
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">
diff --git a/_modules/dpnp/dpnp_iface_indexing.html b/_modules/dpnp/dpnp_iface_indexing.html
index 72bab7b09cc..b9175b2cce0 100644
--- a/_modules/dpnp/dpnp_iface_indexing.html
+++ b/_modules/dpnp/dpnp_iface_indexing.html
@@ -12,7 +12,7 @@
     </script>
     
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_indexing &mdash; Data Parallel Extension for NumPy 0.16.0dev0+16.g6a737c4991 documentation</title>
+  <title>dpnp.dpnp_iface_indexing &mdash; Data Parallel Extension for NumPy 0.16.0dev0+17.g38fd39debe 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=63b2c898"></script>
+        <script src="../../_static/documentation_options.js?v=55a8768f"></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">
-                0.16.0dev0+16.g6a737c4991
+                0.16.0dev0+17.g38fd39debe
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">
diff --git a/_modules/dpnp/dpnp_iface_libmath.html b/_modules/dpnp/dpnp_iface_libmath.html
index c3962a3e7f0..b770b8d360b 100644
--- a/_modules/dpnp/dpnp_iface_libmath.html
+++ b/_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 0.16.0dev0+16.g6a737c4991 documentation</title>
+  <title>dpnp.dpnp_iface_libmath &mdash; Data Parallel Extension for NumPy 0.16.0dev0+17.g38fd39debe 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=63b2c898"></script>
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 <dl class="py function">
 <dt class="sig sig-object py" id="dpnp.astype">
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+<span class="sig-prename descclassname"><span class="pre">dpnp.</span></span><span class="sig-name descname"><span class="pre">astype</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">order</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'K'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">casting</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'unsafe'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">copy</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">device</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/dpnp/dpnp_iface.html#astype"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#dpnp.astype" title="Link to this definition"></a></dt>
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 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -156,6 +156,12 @@ <h1>dpnp.astype<a class="headerlink" href="#dpnp-astype" title="Link to this hea
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 are satisfied, the input array is returned instead of a copy.</p></li>
+<li><p><strong>device</strong> (<em>{None</em><em>, </em><em>string</em><em>, </em><em>SyclDevice</em><em>, </em><em>SyclQueue}</em><em>, </em><em>optional</em>) -- An array API concept of device where the output array is created.
+The <cite>device</cite> can be <code class="docutils literal notranslate"><span class="pre">None</span></code> (the default), an OneAPI filter selector
+string, an instance of <code class="xref py py-class docutils literal notranslate"><span class="pre">dpctl.SyclDevice</span></code> corresponding to
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@@ -213,7 +213,7 @@ <h1>dpnp.dpnp_array.dpnp_array<a class="headerlink" href="#dpnp-dpnp-array-dpnp-
 
 <dl class="py method">
 <dt class="sig sig-object py" id="dpnp.dpnp_array.dpnp_array.astype">
-<span class="sig-name descname"><span class="pre">astype</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dtype</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">order</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'K'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">casting</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'unsafe'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">subok</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">copy</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/dpnp/dpnp_array.html#dpnp_array.astype"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#dpnp.dpnp_array.dpnp_array.astype" title="Link to this definition"></a></dt>
+<span class="sig-name descname"><span class="pre">astype</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dtype</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">order</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'K'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">casting</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'unsafe'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">subok</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">copy</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">device</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/dpnp/dpnp_array.html#dpnp_array.astype"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#dpnp.dpnp_array.dpnp_array.astype" title="Link to this definition"></a></dt>
 <dd><p>Copy the array with data type casting.</p>
 <p>Refer to <a class="reference internal" href="dpnp.astype.html#dpnp.astype" title="dpnp.astype"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dpnp.astype</span></code></a> for full documentation.</p>
 <dl class="field-list simple">
@@ -241,6 +241,12 @@ <h1>dpnp.dpnp_array.dpnp_array<a class="headerlink" href="#dpnp-dpnp-array-dpnp-
 this is set to <code class="docutils literal notranslate"><span class="pre">False</span></code>, and the <cite>dtype</cite>, <cite>order</cite>, and <cite>subok</cite>
 requirements are satisfied, the input array is returned instead of
 a copy.</p></li>
+<li><p><strong>device</strong> (<em>{None</em><em>, </em><em>string</em><em>, </em><em>SyclDevice</em><em>, </em><em>SyclQueue}</em><em>, </em><em>optional</em>) -- An array API concept of device where the output array is created.
+The <cite>device</cite> can be <code class="docutils literal notranslate"><span class="pre">None</span></code> (the default), an OneAPI filter selector
+string, an instance of <code class="xref py py-class docutils literal notranslate"><span class="pre">dpctl.SyclDevice</span></code> corresponding to
+a non-partitioned SYCL device, an instance of <code class="xref py py-class docutils literal notranslate"><span class="pre">dpctl.SyclQueue</span></code>,
+or a <cite>Device</cite> object returned by
+<a class="reference internal" href="#dpnp.dpnp_array.dpnp_array.device" title="dpnp.dpnp_array.dpnp_array.device"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dpnp.dpnp_array.dpnp_array.device</span></code></a> property. 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>
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+  <title>dpnp.dstack &mdash; Data Parallel Extension for NumPy 0.16.0dev0+17.g38fd39debe documentation</title>
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+  <title>dpnp.einsum_path &mdash; Data Parallel Extension for NumPy 0.16.0dev0+17.g38fd39debe documentation</title>
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@@ -128,7 +128,7 @@
 <h1>dpnp.ndarray.astype<a class="headerlink" href="#dpnp-ndarray-astype" title="Link to this heading"></a></h1>
 <dl class="py method">
 <dt class="sig sig-object py" id="dpnp.ndarray.astype">
-<span class="sig-prename descclassname"><span class="pre">ndarray.</span></span><span class="sig-name descname"><span class="pre">astype</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dtype</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">order</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'K'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">casting</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'unsafe'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">subok</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">copy</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#dpnp.ndarray.astype" title="Link to this definition"></a></dt>
+<span class="sig-prename descclassname"><span class="pre">ndarray.</span></span><span class="sig-name descname"><span class="pre">astype</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dtype</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">order</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'K'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">casting</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'unsafe'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">subok</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">copy</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">device</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#dpnp.ndarray.astype" title="Link to this definition"></a></dt>
 <dd><p>Copy the array with data type casting.</p>
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@@ -156,6 +156,12 @@ <h1>dpnp.ndarray.astype<a class="headerlink" href="#dpnp-ndarray-astype" title="
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 requirements are satisfied, the input array is returned instead of
 a copy.</p></li>
+<li><p><strong>device</strong> (<em>{None</em><em>, </em><em>string</em><em>, </em><em>SyclDevice</em><em>, </em><em>SyclQueue}</em><em>, </em><em>optional</em>) -- An array API concept of device where the output array is created.
+The <cite>device</cite> can be <code class="docutils literal notranslate"><span class="pre">None</span></code> (the default), an OneAPI filter selector
+string, an instance of <code class="xref py py-class docutils literal notranslate"><span class="pre">dpctl.SyclDevice</span></code> corresponding to
+a non-partitioned SYCL device, an instance of <code class="xref py py-class docutils literal notranslate"><span class="pre">dpctl.SyclQueue</span></code>,
+or a <cite>Device</cite> object returned by
+<a class="reference internal" href="dpnp.dpnp_array.dpnp_array.html#dpnp.dpnp_array.dpnp_array.device" title="dpnp.dpnp_array.dpnp_array.device"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dpnp.dpnp_array.dpnp_array.device</span></code></a> property. 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>
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"Basics": [[456, "basics"]], "Binary Operations": [[5, "binary-operations"]], "Bit packing": [[5, "bit-packing"]], "Bit-twiddling functions": [[462, "bit-twiddling-functions"]], "Build and Install Conda Package": [[4, "build-and-install-conda-package"]], "Build and Install with scikit-build": [[4, "build-and-install-with-scikit-build"]], "Building matrices": [[7, "building-matrices"]], "C++ backend API Reference": [[1, "c-backend-api-reference"]], "Calculation": [[454, "calculation"]], "Changing array shape": [[451, "changing-array-shape"]], "Changing kind of array": [[451, "changing-kind-of-array"]], "Changing number of dimensions": [[451, "changing-number-of-dimensions"]], "Comparison": [[450, "comparison"]], "Comparison Table NumPy/ DPNP/ CuPy": [[6, "comparison-table-numpy-dpnp-cupy"]], "Comparison functions": [[462, "comparison-functions"]], "Constructing arrays": [[454, "constructing-arrays"]], "Correlations": [[461, "correlations"]], "Counting": [[459, "counting"]], "Creating data types": [[8, "creating-data-types"]], "Data Parallel Extension for NumPy*": [[2, "data-parallel-extension-for-numpy"]], "Data type": [[454, "data-type"]], "Data type information": [[8, "data-type-information"]], "Data type routines": [[8, "data-type-routines"]], "Data type testing": [[8, "data-type-testing"]], "Decompositions": [[449, "decompositions"]], "Development information": [[2, null]], "Device Drivers": [[4, "device-drivers"]], "Discrete Fourier Transform": [[6, "discrete-fourier-transform"]], "Distributions": [[457, "distributions"]], "Element-wise bit operations": [[5, "element-wise-bit-operations"]], "Error Function": [[460, "error-function"]], "Example": [[0, "example"]], "Examples": [[4, "examples"]], "Exponents and logarithms": [[452, "exponents-and-logarithms"]], "Extrema Finding": [[452, "extrema-finding"]], "FFT Functions": [[10, "fft-functions"]], "Floating functions": [[462, "floating-functions"]], "Floating point routines": [[452, "floating-point-routines"]], "From existing data": [[7, "from-existing-data"]], "From shape or value": [[7, "from-shape-or-value"]], "Generating index arrays": [[448, "generating-index-arrays"]], "Handling complex numbers": [[452, "handling-complex-numbers"]], "Helper routines": [[10, "helper-routines"]], "Hermitian FFTs": [[10, "hermitian-ffts"]], "Histograms": [[461, "histograms"]], "Hyperbolic functions": [[452, "hyperbolic-functions"]], "Indexing arrays": [[454, "indexing-arrays"]], "Indexing-like operations": [[448, "indexing-like-operations"]], "Infinities and NaNs": [[450, "infinities-and-nans"]], "Inserting data into arrays": [[448, "inserting-data-into-arrays"]], "Install Package from Anaconda": [[4, "install-package-from-anaconda"]], "Installation": [[4, "installation"]], "Interplay with the Data Parallel Control Library": [[0, "interplay-with-the-data-parallel-control-library"]], "Item selection and manipulation": [[454, "item-selection-and-manipulation"]], "Iterating over arrays": [[448, "iterating-over-arrays"]], "Joining arrays": [[451, "joining-arrays"]], "Linear Algebra": [[6, "linear-algebra"], [449, "linear-algebra"]], "Logic Functions": [[450, "logic-functions"]], "Logic operations": [[450, "logic-operations"]], "Math operations": [[462, "math-operations"]], "Mathematical Functions": [[452, "mathematical-functions"]], "Matrix and vector products": [[449, "matrix-and-vector-products"]], "Matrix eigenvalues": [[449, "matrix-eigenvalues"]], "Memory layout": [[454, "memory-layout"]], "Miscellaneous": [[8, "miscellaneous"], [452, "miscellaneous"]], "Miscellaneous routines": [[453, "miscellaneous-routines"]], "Module-Level": [[6, "module-level"]], "Multi-Dimensional Array": [[6, "multi-dimensional-array"]], "Multi-Dimensional Array (ndarray)": [[454, "multi-dimensional-array-ndarray"]], "Norms and other numbers": [[449, "norms-and-other-numbers"]], "Numerical ranges": [[7, "numerical-ranges"]], "Order statistics": [[461, "order-statistics"]], "Other attributes": [[454, "other-attributes"]], "Other special functions": [[452, "other-special-functions"]], "Output formatting": [[5, "output-formatting"]], "Overview": [[3, "id1"]], "Padding": [[455, "padding"]], "Permutations": [[457, "permutations"]], "Poly1d": [[456, "poly1d"]], "Polynomial Module": [[456, "polynomial-module"]], "Polynomial Package": [[456, "polynomial-package"]], "Polynomials": [[456, "polynomials"]], "Polyutils": [[456, "polyutils"]], "Python Interpreter": [[4, "python-interpreter"]], "Quick Start Guide": [[4, "id1"]], "Random Sampling": [[6, "random-sampling"]], "Random Sampling (dpnp.random)": [[457, "random-sampling-dpnp-random"]], "Random generator": [[457, "random-generator"]], "Rational routines": [[452, "rational-routines"]], "Real FFTs": [[10, "real-ffts"]], "Rearranging elements": [[451, "rearranging-elements"]], "Rounding": [[452, "rounding"]], "Routines": [[458, "routines"]], "Searching": [[459, "searching"]], "Shape manipulation": [[454, "shape-manipulation"]], "Simple random data": [[457, "simple-random-data"]], "Solving linear equations": [[449, "solving-linear-equations"]], "Sorting": [[459, "sorting"]], "Sorting, Searching, and Counting": [[459, "sorting-searching-and-counting"]], "Special Functions": [[460, "special-functions"]], "Special methods": [[454, "special-methods"]], "Splitting arrays": [[451, "splitting-arrays"]], "Standard FFTs": [[10, "standard-ffts"]], "Statistical Functions": [[461, "statistical-functions"]], "Summary": [[6, "summary"]], "Sums, products, differences": [[452, "sums-products-differences"]], "Testing": [[4, "testing"]], "The Matrix class": [[7, "the-matrix-class"]], "Tiling arrays": [[451, "tiling-arrays"]], "Transpose-like operations": [[451, "transpose-like-operations"]], "Trigonometric functions": [[452, "trigonometric-functions"], [462, "trigonometric-functions"]], "Truth value testing": [[450, "truth-value-testing"]], "Universal Functions (ufunc)": [[462, "universal-functions-ufunc"]], "Utility": [[453, "utility"]], "dpnp.abs": [[11, "dpnp-abs"]], "dpnp.absolute": [[12, "dpnp-absolute"]], "dpnp.add": [[13, "dpnp-add"]], "dpnp.all": [[14, "dpnp-all"]], "dpnp.allclose": [[15, "dpnp-allclose"]], "dpnp.amax": [[16, "dpnp-amax"]], "dpnp.amin": [[17, "dpnp-amin"]], "dpnp.angle": [[18, "dpnp-angle"]], "dpnp.any": [[19, "dpnp-any"]], "dpnp.arange": [[20, "dpnp-arange"]], "dpnp.arccos": [[21, "dpnp-arccos"]], "dpnp.arccosh": [[22, "dpnp-arccosh"]], "dpnp.arcsin": [[23, "dpnp-arcsin"]], "dpnp.arcsinh": [[24, "dpnp-arcsinh"]], "dpnp.arctan": [[25, "dpnp-arctan"]], "dpnp.arctan2": [[26, "dpnp-arctan2"]], "dpnp.arctanh": [[27, "dpnp-arctanh"]], "dpnp.argmax": [[28, "dpnp-argmax"]], "dpnp.argmin": [[29, "dpnp-argmin"]], "dpnp.argsort": [[30, "dpnp-argsort"]], "dpnp.around": [[31, "dpnp-around"]], "dpnp.array": [[32, "dpnp-array"]], "dpnp.array_equal": [[33, "dpnp-array-equal"]], "dpnp.asanyarray": [[34, "dpnp-asanyarray"]], "dpnp.asarray": [[35, "dpnp-asarray"]], "dpnp.ascontiguousarray": [[36, 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"dpnp.conj": [[59, "dpnp-conj"]], "dpnp.conjugate": [[60, "dpnp-conjugate"]], "dpnp.convolve": [[61, "dpnp-convolve"]], "dpnp.copy": [[62, "dpnp-copy"]], "dpnp.copysign": [[63, "dpnp-copysign"]], "dpnp.copyto": [[64, "dpnp-copyto"]], "dpnp.correlate": [[65, "dpnp-correlate"]], "dpnp.cos": [[66, "dpnp-cos"]], "dpnp.cosh": [[67, "dpnp-cosh"]], "dpnp.count_nonzero": [[68, "dpnp-count-nonzero"]], "dpnp.cov": [[69, "dpnp-cov"]], "dpnp.cross": [[70, "dpnp-cross"]], "dpnp.cumlogsumexp": [[71, "dpnp-cumlogsumexp"]], "dpnp.cumprod": [[72, "dpnp-cumprod"]], "dpnp.cumsum": [[73, "dpnp-cumsum"]], "dpnp.deg2rad": [[74, "dpnp-deg2rad"]], "dpnp.degrees": [[75, "dpnp-degrees"]], "dpnp.diag": [[76, "dpnp-diag"]], "dpnp.diag_indices": [[77, "dpnp-diag-indices"]], "dpnp.diag_indices_from": [[78, "dpnp-diag-indices-from"]], "dpnp.diagflat": [[79, "dpnp-diagflat"]], "dpnp.diagonal": [[80, "dpnp-diagonal"]], "dpnp.diff": [[81, "dpnp-diff"]], "dpnp.digitize": [[82, "dpnp-digitize"]], "dpnp.divide": [[83, 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"dpnp.from_dlpack": [[131, "dpnp-from-dlpack"]], "dpnp.frombuffer": [[132, "dpnp-frombuffer"]], "dpnp.fromfile": [[133, "dpnp-fromfile"]], "dpnp.fromfunction": [[134, "dpnp-fromfunction"]], "dpnp.fromiter": [[135, "dpnp-fromiter"]], "dpnp.fromstring": [[136, "dpnp-fromstring"]], "dpnp.full": [[137, "dpnp-full"]], "dpnp.full_like": [[138, "dpnp-full-like"]], "dpnp.geomspace": [[139, "dpnp-geomspace"]], "dpnp.get_include": [[140, "dpnp-get-include"]], "dpnp.gradient": [[141, "dpnp-gradient"]], "dpnp.greater": [[142, "dpnp-greater"]], "dpnp.greater_equal": [[143, "dpnp-greater-equal"]], "dpnp.histogram": [[144, "dpnp-histogram"]], "dpnp.histogram_bin_edges": [[145, "dpnp-histogram-bin-edges"]], "dpnp.hstack": [[146, "dpnp-hstack"]], "dpnp.hypot": [[147, "dpnp-hypot"]], "dpnp.identity": [[148, "dpnp-identity"]], "dpnp.iinfo": [[149, "dpnp-iinfo"]], "dpnp.imag": [[150, "dpnp-imag"]], "dpnp.indices": [[151, "dpnp-indices"]], "dpnp.inner": [[152, "dpnp-inner"]], "dpnp.invert": [[153, 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87, 122, 339], "__ge__": [85, 87, 122, 339], "__getitem__": [85, 87, 122], "__gt__": [85, 87, 122, 339], "__iter__": 122, "__le__": [85, 87, 122, 339], "__len__": [85, 87], "__lt__": [85, 87, 122, 339], "__main__": 0, "__name__": 0, "__ne__": [85, 87, 122, 339], "__next__": 122, "__setitem__": [85, 122], "__sycl_usm_array_interface__": 37, "_dtypes_list": 0, "a1": 33, "a2": 33, "a_max": 56, "a_min": 56, "ab": [6, 12, 15], "abc": 89, "abcd": 90, "about": [36, 38, 85, 121, 168, 287, 454], "abov": [3, 71, 76, 79, 151, 179, 197, 391, 429, 430, 433], "absolut": [6, 11, 15, 18, 101, 180, 220, 222, 332, 416, 441], "accept": [30, 89, 339, 410, 431, 434], "access": [77, 78, 120, 198, 431, 434, 454], "accord": [44, 52, 87, 121, 168, 169, 170, 171, 197, 202, 217, 220, 222, 391, 396, 416, 441], "accordingli": [216, 218], "account": 394, "accumul": [71, 72, 73, 89, 144, 214, 215, 219, 221, 331, 418, 426], "accur": [87, 98, 141, 189, 191], "achiev": 89, "across": [80, 145, 214, 215, 219, 221], "activ": 4, "actual": [87, 144, 145, 165, 176], "ad": [15, 87, 90, 97, 167, 180, 458], "add": [6, 87], "add_docstr": 6, "add_newdoc": 6, "add_newdoc_ufunc": 6, "addit": [71, 165, 217], "address": 87, "advanc": 89, "advers": 89, "advis": 4, "affect": [20, 80, 89, 120, 144, 145], "after": [86, 120, 358, 398], "ag": 87, "against": [15, 28, 29, 50, 51, 56, 140, 177, 178, 200, 206, 212, 213, 219, 221, 331, 335, 418, 421], "ai": [3, 335, 421], "ai_max": 421, "ai_min": 421, "ainv": [172, 183], "algebra": [447, 458], "algorithm": [89, 90], "alia": [16, 17, 83, 121, 223, 339, 369, 372, 374, 401, 436, 443], "alias": 9, "align": 87, "all": [4, 6, 9, 15, 19, 33, 40, 44, 57, 68, 81, 85, 86, 87, 89, 90, 95, 96, 98, 100, 120, 123, 124, 125, 132, 133, 135, 139, 141, 146, 148, 165, 175, 178, 185, 196, 200, 206, 212, 213, 216, 218, 276, 279, 286, 299, 331, 341, 398, 401, 414, 418, 443, 454], "allclos": [6, 33, 154, 172, 178, 179, 181, 182, 184], "alloc": [3, 4, 20, 32, 34, 35, 36, 37, 38, 40, 44, 62, 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143, 144, 147, 162, 163, 164, 165, 191, 198, 201, 207, 210, 211, 321, 322, 330, 377, 392, 396, 417, 436, 454], "alter": 80, "altern": [3, 4, 72, 73, 84, 85, 199, 200, 202, 206, 214, 215, 217, 219, 220, 221, 222, 318, 331, 416, 418, 441], "although": [18, 87, 425], "alwai": [4, 30, 34, 40, 80, 85, 169, 171, 220, 222, 276, 321, 394, 411, 416, 441], "amax": [6, 200], "ambigu": 454, "amin": [6, 206], "an": [0, 3, 4, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53, 54, 55, 56, 57, 58, 59, 60, 62, 63, 66, 67, 71, 72, 73, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 120, 121, 123, 124, 126, 127, 128, 129, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 155, 156, 157, 162, 163, 164, 167, 170, 173, 175, 176, 177, 179, 180, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 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"anti": [80, 120], "anyth": 87, "ap": 173, "api": [0, 2, 3, 6, 20, 32, 34, 35, 36, 37, 38, 62, 76, 77, 79, 87, 91, 92, 100, 132, 133, 134, 135, 136, 137, 138, 139, 148, 151, 185, 186, 196, 198, 205, 323, 324, 325, 339, 361, 366, 367, 368, 369, 370, 371, 372, 374, 375, 380, 383, 429, 431, 434, 440, 445, 446], "appear": [97, 124, 125], "append": [0, 6, 81, 90, 97, 162], "appli": [28, 29, 30, 44, 52, 89, 395, 424], "applic": 87, "apply_along_axi": 6, "apply_over_ax": 6, "approach": 87, "appropri": [4, 28, 29, 140, 184, 212, 213, 216, 218, 339, 367, 370, 454], "approxim": 121, "ar": [3, 4, 11, 12, 13, 14, 15, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 33, 40, 41, 42, 43, 44, 46, 47, 48, 49, 50, 53, 54, 56, 57, 58, 59, 60, 63, 64, 65, 66, 67, 68, 69, 71, 72, 73, 75, 76, 80, 81, 83, 84, 85, 87, 88, 89, 90, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 119, 123, 124, 125, 126, 127, 128, 129, 130, 134, 139, 141, 142, 143, 144, 145, 147, 152, 153, 154, 155, 156, 157, 162, 163, 164, 165, 168, 169, 170, 171, 173, 174, 175, 176, 177, 178, 182, 183, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 206, 207, 208, 209, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 276, 298, 299, 320, 321, 322, 327, 328, 329, 330, 331, 332, 335, 336, 338, 339, 340, 341, 343, 346, 347, 348, 349, 350, 351, 352, 353, 354, 356, 357, 358, 361, 362, 364, 365, 367, 370, 371, 373, 379, 381, 382, 383, 384, 385, 386, 387, 388, 390, 391, 392, 396, 397, 398, 400, 401, 402, 403, 404, 406, 407, 408, 410, 412, 413, 415, 416, 417, 418, 420, 422, 423, 424, 426, 428, 432, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 454], "arang": [0, 6, 13, 28, 29, 41, 42, 43, 44, 45, 56, 63, 75, 76, 77, 78, 80, 83, 84, 85, 89, 93, 95, 96, 98, 123, 130, 138, 139, 141, 144, 151, 152, 161, 177, 185, 188, 189, 192, 193, 194, 195, 196, 198, 199, 200, 204, 206, 211, 284, 322, 325, 330, 334, 338, 363, 392, 395, 398, 417, 424, 426, 431, 432, 434, 435, 436, 444, 446], "arbitrari": [39, 84, 87, 89, 152, 199, 395, 431, 434], "arbitrarili": 89, "arc": [18, 25], "arcco": [6, 22, 23, 25, 26, 66], "arccosh": [6, 21, 24, 27, 67], "arcsin": [6, 21, 24, 25, 26, 408], "arcsinh": [6, 22, 23, 27, 409], "arctan": [6, 18, 21, 23, 26, 27, 422], "arctan2": [6, 18, 25], "arctanh": [6, 22, 24, 25, 26, 423], "arg": [50, 339], "arg1": [159, 160], "arg2": [159, 160], "argmax": [0, 6, 29, 85, 212, 335, 421, 454], "argmin": [6, 28, 85, 213, 421, 454], "argpartit": [6, 30, 454], "argsort": [6, 85, 403, 410, 421, 427, 454], "argument": [0, 11, 12, 13, 15, 18, 20, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 52, 53, 54, 56, 58, 63, 66, 67, 83, 84, 85, 87, 88, 90, 94, 95, 96, 98, 101, 126, 127, 128, 129, 130, 147, 150, 153, 159, 160, 162, 176, 177, 188, 189, 190, 191, 198, 199, 201, 207, 208, 209, 211, 305, 318, 320, 329, 330, 332, 334, 390, 392, 395, 396, 397, 402, 406, 407, 408, 409, 415, 417, 422, 423, 424, 428, 436, 437, 454], "argwher": 6, "ari": [41, 42, 43], "arithmet": [44, 139, 202, 203, 217, 220, 222, 329, 416, 418, 441, 447, 458], "around": [6, 85, 139, 334, 400], "arr": [78, 87, 145, 336, 363, 432, 435], "arr2": 87, "arr_t": [40, 85, 276], "arra": 444, "arrai": [0, 2, 3, 4, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 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, 103, 105, 109, 110, 114, 115, 117, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 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, 224, 230, 273, 274, 275, 276, 277, 278, 281, 284, 285, 286, 287, 289, 290, 291, 292, 294, 296, 297, 299, 301, 302, 303, 304, 305, 306, 308, 309, 310, 311, 312, 313, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 338, 339, 340, 341, 343, 344, 346, 347, 348, 349, 350, 351, 352, 353, 354, 358, 361, 362, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 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, 406, 407, 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, 458], "array2str": 6, "array_equ": 6, "array_equiv": [6, 33], "array_lik": [32, 34, 35, 36, 37, 38, 39, 44, 62, 64, 76, 79, 137, 138, 139, 185, 196, 334, 335, 339, 405, 424, 440], "array_of_diagon": 80, "array_repr": 6, "array_split": [6, 58], "array_str": 6, "arrays_and_dtyp": 395, "asanyarrai": [6, 35, 38], "asarrai": [4, 6, 34, 36, 38, 39], "asarray_chkfinit": [6, 34, 35], "ascend": [169, 171, 403], "ascii": 87, "ascontiguousarrai": [6, 34, 35, 38], "asfarrai": [6, 34, 35], "asfortranarrai": [6, 34, 35, 36], "asmatrix": 6, "asnumpi": 85, "aspect": 87, "assembl": [58, 86, 146, 401, 415, 443], "assign": [85, 286, 431, 434], "associ": [44, 144, 145, 454], "assum": [44, 90, 175, 178, 182, 198], "astyp": [6, 85, 139, 321], "atleast_1d": [6, 42, 43, 97], "atleast_2d": [6, 41, 43, 97], "atleast_3d": [6, 41, 42, 97], "atol": [15, 154], "attain": 0, "attempt": [84, 176], "attribut": [85, 87, 92, 121, 138, 149, 179, 325, 446, 447], "automat": [144, 145], "avail": [2, 3, 4, 14, 15, 19, 65, 68, 69, 75, 87, 88, 94, 101, 130, 154, 203, 208, 209, 212, 213, 216, 218, 219, 338, 428, 439, 447, 454], "averag": [6, 85, 202, 217, 294, 418, 458], "avg": 44, "avoid": [42, 43], "aweight": 69, "ax": [28, 29, 44, 71, 81, 84, 85, 89, 97, 103, 105, 106, 109, 110, 111, 114, 115, 117, 119, 123, 141, 152, 177, 181, 183, 184, 197, 199, 200, 202, 206, 210, 212, 213, 216, 217, 218, 219, 220, 221, 222, 308, 315, 318, 326, 331, 391, 398, 399, 414, 416, 418, 419, 424, 425, 426, 427, 441], "axi": [14, 16, 17, 19, 28, 29, 30, 44, 57, 58, 68, 70, 71, 72, 73, 80, 81, 85, 86, 88, 89, 97, 102, 107, 108, 112, 113, 116, 123, 124, 125, 128, 129, 134, 139, 141, 146, 151, 173, 177, 185, 196, 197, 199, 200, 201, 202, 203, 206, 207, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 271, 272, 273, 274, 275, 282, 283, 289, 293, 294, 295, 299, 300, 301, 304, 310, 311, 312, 314, 316, 318, 319, 327, 331, 333, 334, 335, 388, 391, 393, 394, 398, 399, 401, 410, 414, 415, 416, 418, 419, 420, 421, 424, 425, 426, 427, 428, 441, 443, 454], "axis1": [80, 85, 284, 315, 317, 419, 426], "axis2": [80, 85, 284, 315, 317, 419, 426], "axisa": 70, "axisb": 70, "axisc": 70, "axiserror": [30, 410], "b": [13, 15, 28, 29, 46, 49, 57, 58, 64, 70, 73, 84, 85, 86, 87, 88, 89, 90, 93, 130, 132, 133, 142, 143, 146, 152, 161, 163, 164, 167, 173, 176, 177, 178, 180, 181, 182, 183, 184, 192, 194, 199, 200, 206, 322, 326, 330, 340, 395, 401, 415, 424, 425, 428, 442, 443], "back": [85, 134, 289, 388, 394, 399], "backend": [2, 140, 342, 344, 345, 355, 360, 376], "backward": [40, 85, 141, 276, 398, 399], "bad": 351, "bartlett": 6, "base": [0, 4, 87, 89, 96, 139, 144, 145, 182, 187, 188, 189, 190, 196, 199, 328, 330, 334, 336], "base_repr": 6, "basic": [52, 89, 454, 458], "batch": [103, 105, 109, 110, 114, 115, 117, 119], "bc": [167, 180], "bcde": 90, "becaus": [14, 19, 454], "becom": [85, 144, 318], "been": [86, 335, 399, 421], "befor": [4, 30, 58, 71, 85, 124, 125, 184, 197, 200, 206, 220, 222, 299, 310, 331, 391, 398, 399, 410, 416, 418, 425, 441, 442], "begin": [90, 139, 185, 196], "behav": [186, 334], "behavior": [85, 281, 425], "behind": [85, 299], "being": [3, 87], "belong": [82, 144], "below": [0, 4, 9, 76, 79, 87, 175, 429, 430, 433, 454], "best": 90, "beta": [6, 350], "between": [15, 20, 52, 81, 88, 121, 133, 136, 141, 152, 185, 196, 356, 370, 417, 439], "beyond": [4, 398], "bia": 69, "big": 87, "bin": [82, 144, 145, 377], "bin_edg": [144, 145], "binari": [46, 48, 49, 132, 133, 135, 136, 447, 458], "binary_repr": 6, "bincount": [6, 82, 144], "binomi": [6, 358], "bins_0": 145, "bins_1": 145, "bit": [46, 47, 48, 49, 87, 121, 149, 153, 162, 192, 194, 195, 219, 221, 396, 407, 458], "bitwis": [46, 48, 49], "bitwise_and": [6, 47, 48, 49, 153, 192], "bitwise_not": 6, "bitwise_or": [6, 46, 47, 49, 153, 194], "bitwise_xor": [6, 46, 47, 48, 153, 195], "biufcmmosuv": 87, "blackman": 6, "block": [6, 58, 86, 120, 146, 161, 401, 415, 443], "bmat": 6, "bool": [9, 14, 19, 28, 29, 32, 37, 40, 44, 52, 64, 71, 82, 85, 87, 90, 93, 102, 108, 116, 120, 139, 142, 143, 144, 155, 156, 157, 163, 164, 165, 175, 177, 178, 182, 185, 196, 197, 200, 202, 204, 206, 212, 213, 216, 217, 218, 219, 220, 221, 222, 276, 321, 322, 331, 391, 394, 407, 416, 418, 440, 441, 454], "bool_": 9, "boolean": [46, 47, 48, 49, 64, 71, 87, 151, 153, 154, 155, 156, 157, 192, 194, 197, 198, 202, 217, 219, 220, 222, 321, 391, 394, 416, 420, 441], "both": [15, 44, 56, 70, 84, 128, 129, 130, 152, 161, 177, 199, 208, 221, 424, 426, 431, 434, 442, 444], "bound": [334, 403, 420], "boundari": [141, 334], "briefli": 454, "broadcast": [13, 28, 29, 44, 50, 51, 56, 64, 83, 89, 128, 129, 147, 177, 178, 195, 197, 199, 200, 201, 202, 206, 207, 211, 212, 213, 217, 219, 220, 221, 222, 330, 331, 334, 335, 391, 393, 416, 417, 418, 421, 425, 436, 441, 444], "broadcast_arrai": [6, 51], "broadcast_shap": 6, "broadcast_to": [6, 50, 425], "buffer": [37, 72, 73, 85, 132, 133, 135, 136, 186, 200, 206, 214, 215, 394], "buffer_lik": 132, "build": 458, "build_loc": 4, "built": 87, "busday_count": 6, "busday_offset": 6, "byte": [6, 40, 85, 87, 89, 132, 133, 186, 276, 292, 296], "byte_bound": 6, "byteord": 87, "byteswap": 6, "bz2": 186, "c": [2, 4, 11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 32, 34, 35, 36, 38, 39, 40, 46, 47, 48, 49, 53, 54, 56, 59, 60, 62, 63, 66, 67, 70, 83, 84, 85, 87, 89, 90, 91, 92, 93, 95, 96, 98, 100, 126, 127, 137, 138, 140, 142, 143, 147, 150, 152, 153, 155, 156, 157, 161, 162, 163, 164, 167, 173, 176, 177, 180, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 199, 201, 207, 211, 276, 281, 289, 302, 320, 321, 322, 324, 325, 329, 330, 332, 388, 390, 392, 394, 396, 397, 402, 406, 407, 408, 409, 412, 413, 417, 422, 423, 424, 425, 436, 437, 444, 445, 446], "c_contigu": [36, 38, 85, 281], "ca": 61, "calcul": [11, 12, 13, 18, 26, 44, 71, 73, 81, 83, 88, 89, 93, 95, 96, 98, 101, 126, 127, 128, 129, 141, 145, 147, 168, 169, 170, 171, 173, 178, 189, 191, 197, 199, 202, 208, 211, 217, 220, 222, 322, 330, 331, 391, 392, 416, 417, 436, 441, 442, 447], "call": [18, 28, 29, 30, 36, 38, 87, 134, 168, 170, 176, 198, 230, 321, 414, 425], "callabl": [134, 198], "can": [0, 3, 4, 13, 15, 20, 30, 32, 34, 35, 36, 37, 38, 39, 40, 44, 46, 47, 48, 49, 52, 62, 70, 76, 77, 79, 80, 83, 84, 85, 87, 89, 90, 91, 92, 93, 100, 120, 127, 128, 129, 130, 132, 133, 134, 135, 136, 137, 138, 139, 141, 142, 143, 146, 148, 151, 152, 153, 161, 162, 163, 164, 165, 172, 173, 174, 184, 185, 186, 192, 194, 196, 198, 199, 205, 208, 211, 219, 221, 276, 310, 320, 321, 322, 323, 324, 325, 329, 330, 335, 339, 361, 366, 367, 368, 369, 370, 371, 372, 374, 375, 380, 383, 392, 394, 396, 410, 417, 420, 421, 424, 426, 429, 431, 434, 435, 436, 440, 442, 444, 445, 446, 454], "can_cast": [6, 458], "cannot": [58, 85, 212, 213, 308, 414, 415], "capabl": [20, 32, 34, 35, 36, 38, 44, 139, 185, 196, 199], "care": [20, 168], "cartesian": 204, "case": [4, 20, 28, 29, 32, 34, 35, 36, 38, 44, 62, 72, 73, 76, 79, 81, 90, 91, 92, 100, 132, 133, 134, 135, 137, 138, 139, 141, 148, 168, 179, 182, 185, 186, 196, 205, 214, 215, 219, 221, 323, 324, 325, 331, 394, 418, 424, 429, 440, 445, 446, 454], "cast": [40, 52, 58, 64, 71, 72, 73, 85, 89, 146, 168, 197, 199, 202, 214, 215, 217, 219, 220, 221, 222, 276, 331, 391, 401, 415, 416, 418, 441, 443], "cat": [341, 358], "cauchi": 377, "cbrt": [6, 412], "cdef": 90, "cdot": 424, "cdoubl": 9, "ceil": [6, 31, 126, 127, 397, 400, 437], "center": [106, 111], "central": [141, 359, 360], "certain": [87, 198], "cfloat": 9, "chain": [84, 85, 89, 90], "chang": [40, 62, 70, 85, 87, 89, 214, 215, 276, 289, 313, 318, 320, 328, 329, 334, 335, 336, 388, 394, 399, 439, 458], "channel": 4, "char": 87, "charact": [87, 133], "check": [34, 35, 52, 165, 178, 181], "check_valid": 357, "chi": [343, 359], "chisquar": 6, "choic": [6, 55, 85, 169, 171, 277], "choicelist": 404, "choleski": 6, "choos": [6, 18, 25, 85, 90, 444, 454], "chosen": [144, 444], "circl": 180, "clamp": [334, 420], "clariti": 120, "class": [3, 85, 87, 88, 122, 132, 133, 134, 136, 151, 186, 339, 367, 429, 458], "classic": 89, "clear": [87, 454], "clip": [6, 85, 334, 420, 454], "close": [21, 22, 23, 25, 39, 40, 85, 89, 97, 185, 276, 339, 367, 397, 400], "closer": 437, "cloud": 3, "cmake": 4, "co": [6, 21, 67, 170, 408, 422], "code": [37, 87, 159], "coeffici": [173, 181, 184], "coerc": [37, 132, 133, 134, 135, 136, 186], "coin": 341, "col": 151, "collaps": [85, 289], "column": [6, 34, 35, 36, 38, 39, 40, 57, 58, 72, 73, 80, 85, 86, 100, 120, 124, 125, 141, 146, 148, 168, 169, 173, 176, 179, 182, 276, 388, 401, 415, 429, 431, 434, 440, 443], "column_stack": [6, 58, 86, 146, 401, 415, 443], "combin": [0, 87, 97, 141], "combinatori": 90, "comma": [87, 89], "command": 4, "common": [321, 424], "common_typ": 6, "compani": [341, 358], "compar": [15, 93, 145, 201, 207], "compare_chararrai": 6, "comparison": [2, 93, 142, 143, 163, 164, 322, 447, 458], "compat": [3, 40, 44, 85, 197, 202, 216, 217, 218, 220, 222, 276, 391, 394, 416, 441, 458], "compil": [4, 87, 140], "complement": 439, "complementari": [127, 130, 208], "complet": [3, 4, 90, 133, 134, 179, 399, 454], "complex": [9, 11, 12, 18, 25, 26, 52, 71, 84, 85, 87, 90, 94, 121, 150, 168, 169, 170, 171, 179, 180, 182, 197, 199, 220, 222, 279, 280, 332, 389, 391, 411, 416, 441, 442, 454, 458], "complex128": [9, 44, 102, 103, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 119, 395], "complex64": [9, 44, 102, 108], "compliant": 85, "complic": 89, "compon": [106, 111, 121, 150, 389], "compos": 63, "composit": [161, 418, 428], "compress": [6, 420, 454], "comput": [4, 18, 21, 22, 23, 24, 25, 26, 27, 31, 44, 46, 47, 48, 49, 53, 59, 60, 66, 67, 71, 72, 73, 81, 82, 89, 95, 96, 97, 98, 101, 102, 103, 104, 105, 107, 108, 109, 110, 112, 113, 114, 115, 116, 117, 118, 119, 126, 141, 142, 143, 144, 145, 150, 151, 153, 161, 163, 164, 166, 167, 168, 169, 170, 171, 172, 176, 177, 178, 179, 180, 182, 183, 184, 187, 188, 189, 190, 192, 193, 194, 195, 197, 199, 202, 203, 208, 214, 215, 216, 217, 218, 219, 220, 221, 222, 320, 329, 332, 389, 390, 391, 392, 397, 400, 402, 406, 407, 408, 409, 412, 416, 418, 422, 423, 424, 431, 434, 441], "compute_uv": [166, 182], "concaten": [6, 57, 86, 146, 401, 415, 421, 443], "concept": [20, 32, 34, 35, 36, 37, 38, 62, 76, 77, 79, 91, 92, 100, 132, 133, 134, 135, 136, 137, 138, 139, 148, 151, 185, 186, 196, 198, 205, 323, 324, 325, 339, 361, 366, 367, 368, 369, 370, 371, 372, 374, 375, 380, 383, 429, 431, 434, 440, 445, 446, 454], "cond": [6, 172], "condit": [40, 84, 85, 99, 166, 172, 176, 276, 321, 328, 334, 336, 404, 444], "condlist": 404, "conj": [6, 60, 85, 150, 165, 168, 332], "conjug": [6, 59, 84, 85, 150, 165, 168, 169, 170, 171, 199, 279, 332, 442], "consecut": [81, 88, 141], "conserv": 204, "consid": [20, 32, 34, 35, 36, 38, 90, 139, 155, 169, 171, 175, 185, 196, 199, 339, 367], "consist": [33, 133, 145, 184, 185, 421, 424], "constant": [9, 87, 141], "constraint": 44, "construct": [34, 35, 55, 76, 79, 80, 85, 87, 100, 132, 133, 134, 135, 136, 148, 186, 205, 277, 323, 393, 425, 426, 444, 447], "constructor": 454, "consum": [85, 296], "contain": [11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 53, 54, 56, 59, 60, 63, 64, 66, 67, 70, 71, 80, 83, 85, 87, 93, 95, 96, 98, 126, 127, 131, 136, 140, 141, 142, 143, 144, 145, 147, 150, 151, 153, 162, 163, 164, 169, 179, 182, 187, 188, 189, 190, 191, 192, 193, 194, 195, 197, 201, 202, 207, 211, 212, 213, 216, 217, 218, 220, 222, 305, 320, 321, 322, 329, 330, 332, 339, 389, 390, 391, 392, 396, 397, 400, 402, 406, 407, 408, 409, 412, 413, 416, 417, 422, 423, 427, 431, 432, 434, 435, 436, 437, 441, 454], "content": [36, 85, 376], "contigu": [34, 35, 36, 38, 84, 85, 89, 176, 302, 388, 394], "continu": [339, 371], "contourf": 204, "contract": [89, 90, 424], "contrast": 334, "contribut": [44, 144, 145], "control": [4, 40, 52, 58, 64, 85, 89, 146, 199, 276, 401, 415, 443], "conveni": [85, 318, 339], "convent": [84, 89, 90, 152, 184, 199, 326, 424], "convers": [40, 85, 89, 276, 447], "convert": [28, 29, 32, 34, 35, 36, 37, 38, 39, 41, 42, 43, 62, 74, 75, 76, 79, 87, 90, 97, 137, 138, 139, 185, 196, 337, 338, 439, 440], "convolut": [61, 65], "convolv": [6, 65], "coordin": [68, 134, 141, 204], "copi": [6, 20, 30, 32, 34, 35, 36, 37, 38, 40, 41, 42, 43, 64, 76, 77, 79, 80, 85, 87, 91, 92, 100, 132, 133, 134, 135, 136, 137, 138, 139, 148, 151, 185, 186, 196, 198, 204, 205, 230, 276, 289, 291, 299, 305, 308, 323, 324, 325, 327, 329, 339, 361, 366, 367, 368, 369, 370, 371, 372, 374, 380, 383, 394, 403, 410, 414, 429, 430, 431, 433, 434, 440, 445, 446, 454], "copysign": [6, 320, 329], "copyto": [6, 85, 281], "core": [3, 87, 89, 454], "corrcoef": [6, 69], "correct": [11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 31, 46, 47, 48, 49, 53, 54, 58, 59, 60, 63, 66, 67, 83, 93, 95, 96, 98, 126, 127, 142, 143, 147, 150, 153, 155, 156, 157, 162, 163, 164, 181, 187, 188, 189, 190, 191, 192, 193, 194, 195, 201, 207, 211, 320, 322, 329, 330, 332, 390, 392, 396, 397, 400, 402, 406, 407, 408, 409, 412, 413, 415, 417, 422, 423, 436, 437], "correctli": [18, 25, 28, 29, 177, 200, 206, 212, 213, 219, 221, 321, 331, 418], "correl": [6, 458], "correspond": [6, 20, 28, 29, 32, 34, 35, 36, 37, 38, 56, 58, 62, 76, 77, 79, 80, 85, 91, 92, 100, 132, 133, 134, 135, 136, 137, 138, 139, 141, 148, 151, 168, 169, 185, 186, 196, 198, 199, 205, 285, 323, 324, 325, 339, 361, 366, 367, 368, 369, 370, 371, 372, 374, 375, 380, 383, 398, 405, 416, 424, 427, 429, 431, 434, 440, 441, 445, 446, 454], "cosh": [6, 22, 66, 409, 423], "cosin": [21, 22, 23, 24, 25, 26, 27, 66, 67, 408, 409, 422, 423], "cost": [89, 90], "costli": 90, "could": [85, 310], "count": [45, 68, 82, 87, 90, 123, 132, 133, 135, 136, 141, 144, 145, 321, 331, 341, 418, 447, 458], "count_nonzero": [6, 321], "counterpart": 454, "cov": [6, 357], "covari": 69, "cover": [431, 434, 458], "cpu": [4, 14, 15, 19, 20, 32, 34, 35, 36, 38, 62, 65, 69, 76, 79, 88, 91, 92, 94, 99, 100, 101, 102, 103, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 119, 128, 129, 130, 132, 133, 134, 135, 137, 138, 139, 148, 154, 185, 186, 196, 203, 205, 208, 209, 219, 323, 324, 325, 328, 420, 428, 429, 440, 445, 446], "creat": [3, 4, 20, 32, 34, 35, 36, 37, 38, 62, 76, 77, 78, 79, 80, 85, 87, 90, 91, 92, 100, 131, 132, 133, 134, 135, 136, 137, 138, 139, 148, 151, 185, 186, 196, 198, 205, 281, 323, 324, 325, 335, 339, 361, 366, 367, 368, 369, 370, 371, 372, 374, 375, 380, 383, 426, 429, 431, 432, 434, 435, 440, 445, 446, 454, 458], "creation": [87, 90, 447, 454, 458], "cross": [6, 65], "csingl": 9, "cube": [53, 412], "cubic": 90, "cumprod": [6, 85, 214, 454], "cumproduct": 6, "cumsum": [6, 81, 85, 215, 418, 454], "cumul": [71, 72, 73, 81, 85, 214, 215, 282, 283, 418], "cupi": [2, 447], "current": [11, 12, 13, 15, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 53, 54, 56, 63, 66, 67, 83, 87, 88, 90, 95, 96, 98, 101, 126, 127, 128, 129, 130, 133, 145, 147, 148, 153, 162, 188, 189, 190, 191, 201, 207, 208, 209, 211, 320, 329, 330, 332, 390, 392, 396, 397, 402, 406, 407, 408, 409, 417, 422, 423, 428, 436, 437], "custom": 454, "cut": 173, "cutoff": 178, "cyclic": 334, "cython": 4, "d": [0, 20, 44, 57, 58, 72, 73, 76, 77, 78, 79, 80, 84, 85, 86, 87, 100, 103, 104, 105, 109, 110, 114, 115, 117, 118, 119, 120, 124, 125, 136, 146, 148, 152, 167, 169, 170, 176, 177, 180, 199, 204, 214, 215, 221, 289, 321, 330, 331, 334, 344, 388, 394, 401, 403, 405, 415, 418, 420, 424, 425, 426, 440, 443, 454], "d0": [339, 366, 368], "d1": [339, 368], "d3": 77, "data": [1, 3, 4, 11, 12, 13, 14, 15, 18, 19, 21, 22, 23, 24, 25, 26, 27, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 44, 46, 47, 48, 49, 51, 52, 53, 54, 58, 59, 60, 62, 63, 64, 65, 66, 67, 68, 69, 71, 75, 76, 79, 82, 83, 84, 85, 87, 88, 89, 91, 92, 93, 94, 95, 96, 98, 100, 101, 102, 103, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 119, 121, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 157, 162, 163, 164, 173, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 199, 201, 202, 203, 207, 208, 209, 211, 212, 213, 216, 217, 218, 219, 220, 222, 276, 305, 318, 320, 322, 324, 325, 329, 330, 332, 334, 335, 338, 339, 340, 341, 343, 346, 347, 348, 349, 350, 351, 352, 353, 354, 358, 361, 362, 364, 365, 366, 367, 368, 369, 371, 372, 373, 374, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 394, 396, 397, 398, 399, 400, 401, 402, 403, 406, 407, 408, 409, 412, 413, 414, 415, 416, 417, 420, 421, 422, 423, 426, 428, 429, 436, 437, 439, 441, 443, 444, 445, 446, 447, 458], "datatyp": [87, 175], "date": 4, "datetim": 87, "datetime_as_str": 6, "datetime_data": 6, "dcmake_c_compil": 4, "dcmake_cxx_compil": 4, "ddof": [69, 85, 220, 222, 312, 319, 416, 441], "decai": 352, "decim": [31, 85, 121, 306, 397, 400], "decomposit": [165, 172, 175, 178, 182, 458], "decompress": 186, "decreas": 82, "def": 0, "default": [3, 11, 12, 13, 14, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 40, 44, 46, 47, 48, 49, 50, 51, 53, 54, 56, 58, 59, 60, 62, 63, 65, 66, 67, 69, 70, 71, 72, 73, 76, 77, 79, 80, 81, 82, 83, 85, 87, 88, 89, 90, 91, 92, 93, 95, 96, 98, 100, 102, 108, 120, 123, 126, 127, 128, 129, 130, 132, 133, 134, 135, 136, 137, 138, 139, 141, 142, 143, 144, 145, 146, 147, 148, 150, 151, 153, 155, 156, 157, 162, 163, 164, 165, 166, 169, 171, 173, 175, 176, 177, 178, 179, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 276, 281, 289, 320, 322, 323, 324, 325, 327, 329, 330, 331, 332, 334, 339, 343, 361, 366, 367, 368, 369, 370, 371, 372, 374, 375, 377, 378, 380, 383, 388, 390, 391, 392, 393, 394, 396, 397, 398, 399, 400, 401, 402, 403, 404, 406, 407, 408, 409, 410, 412, 413, 415, 416, 417, 418, 420, 422, 423, 424, 426, 427, 429, 430, 431, 432, 433, 434, 435, 436, 437, 440, 441, 443, 444, 445, 446, 454], "default_rng": 6, "defg": 90, "defici": 175, "defin": [70, 87, 92, 138, 144, 145, 325, 329, 446, 454], "definit": [70, 126, 165], "deg": [18, 338], "deg2rad": [6, 337, 338, 439], "degre": [6, 18, 74, 220, 222, 337, 338, 381, 416, 439, 441], "delet": 6, "delta": [220, 222, 416, 439, 441], "demonstr": [0, 4, 87], "dens": [151, 205], "densiti": 144, "depend": [4, 80, 169, 173, 179, 181, 182, 185, 219, 221, 404, 444], "deprec": 6, "deprecate_with_doc": 6, "depth": [57, 58, 86, 146, 401, 415, 443], "deriv": 141, "descend": 182, "descr": 87, "describ": [71, 87, 197, 391, 458], "descript": [71, 87, 144, 197, 391, 454], "desir": [20, 32, 34, 35, 36, 38, 39, 51, 91, 92, 100, 137, 138, 139, 148, 185, 196, 324, 325, 425, 429, 445, 446], "destin": [58, 146, 210, 334, 335, 401, 415, 421, 443], "det": [6, 180], "detail": [31, 131, 400, 431, 432, 434, 435, 454], "determin": [13, 18, 21, 22, 23, 24, 25, 26, 27, 46, 48, 49, 53, 63, 66, 67, 83, 95, 96, 98, 127, 133, 134, 136, 147, 160, 162, 167, 173, 179, 180, 187, 188, 189, 190, 191, 199, 201, 207, 211, 330, 390, 392, 396, 402, 406, 408, 409, 412, 413, 417, 422, 423, 426, 436, 437], "devel": 4, "develop": [3, 4], "deviat": [85, 202, 217, 220, 222, 312, 339, 354, 361, 416, 441], "devic": [0, 2, 3, 20, 32, 34, 35, 36, 37, 38, 44, 62, 71, 76, 77, 79, 85, 91, 92, 100, 131, 132, 133, 134, 135, 136, 137, 138, 139, 148, 151, 185, 186, 196, 197, 198, 199, 202, 205, 217, 220, 222, 323, 324, 325, 339, 361, 366, 367, 368, 369, 370, 371, 372, 374, 375, 380, 383, 391, 414, 416, 429, 431, 434, 440, 441, 445, 446], "df": [343, 359, 381, 382], "dfden": [347, 360], "dfnum": [347, 360], "di": [77, 78], "diag": [6, 79, 80, 89, 100, 124, 125, 148, 168, 170, 182, 426], "diag_indic": [6, 78, 120], "diag_indices_from": [6, 77, 120], "diagflat": [6, 76, 80, 426], "diagon": [6, 76, 77, 78, 79, 85, 89, 100, 120, 148, 165, 169, 170, 171, 198, 317, 426, 429, 430, 431, 432, 433, 434, 435, 454], "dice": 356, "dictionari": 87, "diff": [6, 73, 88, 141, 144], "differ": [3, 15, 20, 32, 34, 35, 36, 38, 44, 62, 71, 73, 76, 79, 81, 85, 87, 88, 91, 92, 100, 121, 124, 125, 132, 133, 134, 135, 137, 138, 139, 141, 148, 171, 185, 186, 196, 197, 199, 205, 281, 323, 324, 325, 330, 391, 417, 429, 431, 434, 440, 445, 446, 458], "digit": [6, 121, 144], "dim": 15, "dimens": [28, 29, 32, 41, 42, 43, 44, 57, 58, 64, 69, 70, 77, 80, 81, 85, 87, 97, 124, 125, 141, 146, 151, 152, 175, 177, 179, 197, 200, 202, 204, 205, 206, 210, 212, 213, 216, 217, 218, 219, 220, 221, 222, 289, 297, 308, 321, 323, 331, 335, 339, 369, 371, 372, 374, 391, 394, 405, 414, 415, 416, 418, 419, 421, 425, 426, 431, 432, 434, 435, 441, 454, 458], "dimension": [2, 4, 30, 61, 65, 68, 71, 77, 78, 79, 80, 81, 82, 85, 89, 102, 103, 104, 105, 107, 108, 109, 110, 112, 113, 114, 115, 116, 117, 118, 119, 120, 132, 133, 135, 141, 173, 179, 183, 184, 197, 200, 204, 205, 206, 212, 213, 216, 218, 220, 222, 311, 323, 326, 331, 391, 410, 416, 418, 425, 441, 442, 447], "direct": [70, 81, 124, 125, 141], "directli": [87, 134, 151, 196, 321, 421], "directori": 140, "dirichlet": 6, "discard": 437, "discret": [3, 61, 65, 73, 81, 88, 102, 103, 104, 107, 108, 109, 110, 112, 113, 114, 115, 116, 117, 118, 119, 141, 339, 447], "disp": 6, "dispers": 384, "displac": [85, 313], "distanc": 141, "distinguish": 87, "distribut": [3, 4, 196, 339, 340, 341, 343, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 364, 365, 366, 367, 368, 370, 371, 373, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 458], "divid": [6, 86, 127, 130, 208, 392, 436], "divis": [83, 127, 128, 129, 130, 208, 330, 392, 436, 437], "divisor": [220, 222, 416, 441], "divmod": [6, 454], "dlpack": 131, "dmlc": 131, "dn": [339, 366, 368], "do": [3, 4, 87, 198, 341, 399], "docstr": 454, "document": [0, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 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, 72, 73, 74, 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, 123, 124, 125, 126, 127, 128, 129, 130, 132, 133, 134, 135, 136, 137, 138, 139, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 282, 283, 284, 289, 290, 291, 293, 294, 295, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 310, 311, 312, 314, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 333, 334, 335, 336, 337, 338, 339, 340, 341, 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, 373, 374, 376, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 403, 404, 405, 406, 407, 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, 438, 439, 440, 441, 442, 443, 444, 445, 446, 454], "doe": [20, 52, 179, 214, 215], "done": [3, 40, 85, 89, 184, 276], "dot": [6, 85, 89, 90, 152, 165, 170, 172, 176, 178, 179, 181, 182, 183, 184, 199, 424, 442], "doubl": [9, 352, 424], "down": 125, "dp": [83, 167, 169, 180, 181, 330, 394, 395, 405, 417, 436], "dparrai": 459, "dpcpp": 4, "dpcpp_linux": 4, "dpcpp_win": 4, "dpctl": [0, 4, 14, 15, 19, 20, 32, 34, 35, 36, 37, 38, 62, 68, 76, 77, 79, 85, 91, 92, 99, 100, 128, 129, 130, 132, 133, 134, 135, 136, 137, 138, 139, 148, 151, 185, 186, 196, 198, 205, 208, 212, 213, 216, 218, 219, 323, 324, 325, 328, 333, 339, 361, 366, 367, 368, 369, 370, 371, 372, 374, 375, 380, 383, 420, 429, 431, 434, 440, 445, 446], "dpnp": [0, 2, 3, 4, 447, 454, 458, 459, 462], "dpnp_arrai": [20, 32, 34, 35, 36, 38, 62, 76, 77, 79, 91, 92, 100, 120, 121, 131, 132, 133, 134, 135, 136, 137, 138, 139, 148, 149, 151, 185, 186, 196, 198, 205, 223, 323, 324, 325, 339, 361, 366, 367, 368, 369, 370, 371, 372, 374, 375, 380, 383, 429, 431, 434, 440, 445, 446, 447], "dpnp_iface_arraycr": [205, 323], "draw": [339, 340, 341, 343, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 364, 365, 367, 373, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386], "drawn": [339, 340, 341, 343, 346, 347, 348, 349, 350, 351, 352, 353, 354, 356, 357, 358, 361, 362, 364, 365, 367, 370, 373, 379, 380, 381, 382, 383, 384, 385, 386, 387, 404], "drill": [341, 358], "driver": 2, "drop": [3, 87], "dsplit": [6, 58, 86], "dst": 64, "dstack": [6, 57, 58, 146, 401, 415, 443], "dt": 87, "dt2": 87, "dtype": [0, 9, 11, 12, 13, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 32, 34, 35, 36, 37, 38, 40, 44, 46, 47, 48, 49, 52, 53, 54, 58, 59, 60, 63, 66, 67, 69, 71, 72, 73, 77, 83, 85, 89, 91, 92, 93, 95, 96, 98, 100, 120, 121, 126, 127, 128, 129, 130, 132, 133, 134, 135, 136, 137, 138, 139, 141, 142, 143, 144, 146, 147, 148, 149, 150, 151, 153, 155, 156, 157, 162, 163, 164, 176, 182, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 199, 200, 201, 202, 206, 207, 208, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 276, 282, 283, 294, 300, 312, 314, 317, 319, 320, 322, 324, 325, 329, 330, 331, 332, 339, 361, 367, 383, 390, 391, 392, 395, 396, 397, 400, 401, 402, 406, 407, 408, 409, 411, 412, 413, 415, 416, 417, 418, 422, 423, 426, 429, 430, 433, 436, 437, 441, 443, 445, 446, 454], "dump": 6, "dx": [141, 428], "dy": 141, "dz": 141, "e": [9, 22, 24, 71, 72, 80, 87, 91, 92, 97, 100, 133, 137, 138, 141, 148, 162, 168, 180, 183, 187, 324, 325, 339, 419, 429, 445, 446], "ea": 90, "each": [0, 11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53, 54, 59, 60, 63, 66, 67, 72, 73, 77, 80, 82, 83, 85, 87, 90, 93, 95, 96, 98, 124, 125, 126, 127, 134, 141, 142, 143, 144, 145, 150, 153, 155, 156, 157, 162, 163, 164, 168, 169, 170, 171, 173, 187, 188, 189, 190, 191, 192, 193, 194, 195, 199, 210, 211, 306, 308, 320, 321, 322, 329, 330, 332, 335, 341, 358, 389, 390, 392, 393, 396, 397, 398, 400, 402, 406, 407, 408, 409, 412, 413, 415, 417, 421, 422, 423, 425, 431, 432, 434, 435, 436, 437, 454], "easiest": 4, "easili": [0, 145], "edg": [56, 82, 144, 145], "edge_ord": 141, "ediff1d": [6, 81, 141], "effect": [90, 330], "effici": [133, 175, 178, 182], "efgh": 90, "eig": [6, 169, 170, 171], "eigenvalu": [168, 169, 170, 171, 458], "eigenvector": [168, 169, 170, 171], "eigh": [6, 168, 170, 171], "eigval": [6, 168, 169, 171], "eigvalsh": [6, 168, 169, 170], "einstein": [84, 89, 90, 152, 184, 199, 326, 424], "einsum": [6, 84, 90, 152, 184, 199, 326, 424], "einsum_path": [6, 89], "either": [14, 15, 19, 38, 44, 68, 71, 80, 87, 99, 102, 103, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 119, 120, 128, 129, 130, 141, 152, 154, 169, 171, 177, 179, 197, 208, 212, 213, 216, 218, 219, 221, 328, 391, 403, 420, 421], "element": [4, 11, 12, 13, 14, 15, 18, 19, 21, 22, 23, 24, 25, 26, 27, 30, 31, 33, 44, 45, 46, 47, 48, 49, 53, 54, 56, 59, 60, 63, 64, 66, 67, 71, 72, 73, 78, 80, 81, 82, 83, 85, 87, 88, 90, 93, 95, 96, 98, 99, 100, 101, 120, 123, 124, 125, 126, 127, 128, 129, 130, 136, 141, 142, 143, 144, 145, 147, 148, 150, 151, 153, 154, 155, 156, 157, 162, 163, 164, 165, 170, 174, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 204, 206, 207, 208, 209, 211, 214, 215, 216, 218, 219, 220, 221, 222, 271, 272, 279, 280, 282, 283, 285, 286, 289, 291, 292, 294, 296, 298, 299, 304, 305, 306, 307, 309, 312, 313, 316, 319, 320, 321, 322, 328, 329, 330, 331, 332, 334, 336, 388, 389, 390, 391, 392, 393, 394, 396, 397, 398, 399, 400, 402, 403, 404, 405, 406, 407, 408, 409, 410, 412, 413, 416, 417, 418, 420, 422, 423, 424, 425, 426, 430, 432, 433, 435, 436, 437, 438, 441, 444, 454, 458, 462], "ellipsi": 89, "els": [0, 180, 228], "elsewher": [100, 148, 429, 444], "empti": [4, 6, 32, 85, 92, 133, 137, 138, 173, 286, 324, 325, 445, 446], "empty_lik": [6, 32, 91, 138, 325, 446], "enabl": [120, 175, 178, 182], "encount": [214, 215, 216, 218], "end": [20, 80, 87, 90, 139, 185, 196], "end_tim": 0, "endian": 87, "endpoint": [20, 139, 185, 196], "engin": 375, "enough": 144, "entir": [44, 71, 144, 145, 197, 202, 216, 217, 218, 220, 222, 391, 416, 441], "entri": [85, 87, 91, 120, 123, 124, 125, 311, 414], "env": 4, "environ": 4, "ep": [121, 175], "epsilon": 175, "epsneg": 121, "equal": [6, 14, 15, 19, 33, 44, 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\ No newline at end of file
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"__eq__": [85, 87, 122, 339], "__ge__": [85, 87, 122, 339], "__getitem__": [85, 87, 122], "__gt__": [85, 87, 122, 339], "__iter__": 122, "__le__": [85, 87, 122, 339], "__len__": [85, 87], "__lt__": [85, 87, 122, 339], "__main__": 0, "__name__": 0, "__ne__": [85, 87, 122, 339], "__next__": 122, "__setitem__": [85, 122], "__sycl_usm_array_interface__": 37, "_dtypes_list": 0, "a1": 33, "a2": 33, "a_max": 56, "a_min": 56, "ab": [6, 12, 15], "abc": 89, "abcd": 90, "about": [36, 38, 85, 121, 168, 287, 454], "abov": [3, 71, 76, 79, 151, 179, 197, 391, 429, 430, 433], "absolut": [6, 11, 15, 18, 101, 180, 220, 222, 332, 416, 441], "accept": [30, 89, 339, 410, 431, 434], "access": [77, 78, 120, 198, 431, 434, 454], "accord": [44, 52, 87, 121, 168, 169, 170, 171, 197, 202, 217, 220, 222, 391, 396, 416, 441], "accordingli": [216, 218], "account": 394, "accumul": [71, 72, 73, 89, 144, 214, 215, 219, 221, 331, 418, 426], "accur": [87, 98, 141, 189, 191], "achiev": 89, "across": [80, 145, 214, 215, 219, 221], "activ": 4, "actual": [87, 144, 145, 165, 176], "ad": [15, 87, 90, 97, 167, 180, 458], "add": [6, 87], "add_docstr": 6, "add_newdoc": 6, "add_newdoc_ufunc": 6, "addit": [71, 165, 217], "address": 87, "advanc": 89, "advers": 89, "advis": 4, "affect": [20, 80, 89, 120, 144, 145], "after": [86, 120, 358, 398], "ag": 87, "against": [15, 28, 29, 50, 51, 56, 140, 177, 178, 200, 206, 212, 213, 219, 221, 331, 335, 418, 421], "ai": [3, 335, 421], "ai_max": 421, "ai_min": 421, "ainv": [172, 183], "algebra": [447, 458], "algorithm": [89, 90], "alia": [16, 17, 83, 121, 223, 339, 369, 372, 374, 401, 436, 443], "alias": 9, "align": 87, "all": [4, 6, 9, 15, 19, 33, 40, 44, 57, 68, 81, 85, 86, 87, 89, 90, 95, 96, 98, 100, 120, 123, 124, 125, 132, 133, 135, 139, 141, 146, 148, 165, 175, 178, 185, 196, 200, 206, 212, 213, 216, 218, 276, 279, 286, 299, 331, 341, 398, 401, 414, 418, 443, 454], "allclos": [6, 33, 154, 172, 178, 179, 181, 182, 184], "alloc": [3, 4, 20, 32, 34, 35, 36, 37, 38, 40, 44, 62, 71, 76, 77, 79, 85, 91, 92, 100, 132, 133, 134, 135, 136, 137, 138, 139, 148, 151, 185, 186, 196, 197, 198, 202, 205, 217, 220, 222, 276, 323, 324, 325, 339, 361, 366, 367, 368, 369, 370, 371, 372, 374, 380, 383, 391, 414, 416, 429, 431, 434, 440, 441, 445, 446], "allow": [40, 85, 89, 144, 145, 198, 276, 305, 454], "alltru": 6, "almost": [168, 431], "along": [3, 4, 14, 16, 17, 19, 28, 29, 30, 44, 57, 58, 68, 71, 72, 73, 76, 77, 79, 80, 81, 85, 86, 88, 120, 123, 124, 125, 128, 129, 134, 139, 141, 146, 151, 177, 179, 183, 184, 185, 196, 197, 200, 201, 202, 203, 204, 206, 207, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 273, 274, 275, 282, 283, 293, 295, 300, 301, 312, 314, 316, 317, 319, 331, 333, 334, 335, 391, 393, 398, 399, 401, 410, 415, 416, 418, 420, 421, 424, 425, 426, 428, 431, 432, 434, 435, 441, 443, 454], "alpha": [340, 345, 346, 362, 365], "alreadi": [4, 35, 41, 42, 43, 326], "also": [3, 13, 18, 20, 26, 46, 48, 49, 63, 83, 87, 89, 93, 97, 127, 134, 136, 141, 142, 143, 144, 147, 162, 163, 164, 165, 191, 198, 201, 207, 210, 211, 321, 322, 330, 377, 392, 396, 417, 436, 454], "alter": 80, "altern": [3, 4, 72, 73, 84, 85, 199, 200, 202, 206, 214, 215, 217, 219, 220, 221, 222, 318, 331, 416, 418, 441], "although": [18, 87, 425], "alwai": [4, 30, 34, 40, 80, 85, 169, 171, 220, 222, 276, 321, 394, 411, 416, 441], "amax": [6, 200], "ambigu": 454, "amin": [6, 206], "an": [0, 3, 4, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53, 54, 55, 56, 57, 58, 59, 60, 62, 63, 66, 67, 71, 72, 73, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 120, 121, 123, 124, 126, 127, 128, 129, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 155, 156, 157, 162, 163, 164, 167, 170, 173, 175, 176, 177, 179, 180, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 200, 201, 202, 205, 206, 207, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 230, 275, 276, 277, 278, 281, 291, 293, 299, 301, 304, 305, 308, 310, 311, 315, 316, 318, 320, 321, 322, 323, 324, 325, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 339, 341, 346, 347, 349, 358, 361, 366, 367, 368, 369, 370, 371, 372, 374, 375, 380, 383, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 440, 441, 443, 444, 445, 446, 454], "anaconda": 3, "analyt": 3, "angl": [6, 25, 26, 74, 75, 337, 338, 439], "ani": [3, 6, 14, 15, 30, 32, 34, 35, 36, 37, 38, 40, 50, 51, 62, 76, 79, 81, 85, 87, 89, 90, 120, 137, 138, 139, 141, 145, 146, 174, 184, 185, 196, 198, 216, 218, 276, 339, 383, 410, 440, 454], "anoth": [4, 64, 85, 131, 281, 301, 334, 399], "answer": 341, "anti": [80, 120], "anyth": 87, "ap": 173, "api": [0, 2, 3, 6, 20, 32, 34, 35, 36, 37, 38, 40, 62, 76, 77, 79, 85, 87, 91, 92, 100, 132, 133, 134, 135, 136, 137, 138, 139, 148, 151, 185, 186, 196, 198, 205, 276, 323, 324, 325, 339, 361, 366, 367, 368, 369, 370, 371, 372, 374, 375, 380, 383, 429, 431, 434, 440, 445, 446], "appear": [97, 124, 125], "append": [0, 6, 81, 90, 97, 162], "appli": [28, 29, 30, 44, 52, 89, 395, 424], "applic": 87, "apply_along_axi": 6, "apply_over_ax": 6, "approach": 87, "appropri": [4, 28, 29, 140, 184, 212, 213, 216, 218, 339, 367, 370, 454], "approxim": 121, "ar": [3, 4, 11, 12, 13, 14, 15, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 33, 40, 41, 42, 43, 44, 46, 47, 48, 49, 50, 53, 54, 56, 57, 58, 59, 60, 63, 64, 65, 66, 67, 68, 69, 71, 72, 73, 75, 76, 80, 81, 83, 84, 85, 87, 88, 89, 90, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 119, 123, 124, 125, 126, 127, 128, 129, 130, 134, 139, 141, 142, 143, 144, 145, 147, 152, 153, 154, 155, 156, 157, 162, 163, 164, 165, 168, 169, 170, 171, 173, 174, 175, 176, 177, 178, 182, 183, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 206, 207, 208, 209, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 276, 298, 299, 320, 321, 322, 327, 328, 329, 330, 331, 332, 335, 336, 338, 339, 340, 341, 343, 346, 347, 348, 349, 350, 351, 352, 353, 354, 356, 357, 358, 361, 362, 364, 365, 367, 370, 371, 373, 379, 381, 382, 383, 384, 385, 386, 387, 388, 390, 391, 392, 396, 397, 398, 400, 401, 402, 403, 404, 406, 407, 408, 410, 412, 413, 415, 416, 417, 418, 420, 422, 423, 424, 426, 428, 432, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 454], "arang": [0, 6, 13, 28, 29, 41, 42, 43, 44, 45, 56, 63, 75, 76, 77, 78, 80, 83, 84, 85, 89, 93, 95, 96, 98, 123, 130, 138, 139, 141, 144, 151, 152, 161, 177, 185, 188, 189, 192, 193, 194, 195, 196, 198, 199, 200, 204, 206, 211, 284, 322, 325, 330, 334, 338, 363, 392, 395, 398, 417, 424, 426, 431, 432, 434, 435, 436, 444, 446], "arbitrari": [39, 84, 87, 89, 152, 199, 395, 431, 434], "arbitrarili": 89, "arc": [18, 25], "arcco": [6, 22, 23, 25, 26, 66], "arccosh": [6, 21, 24, 27, 67], "arcsin": [6, 21, 24, 25, 26, 408], "arcsinh": [6, 22, 23, 27, 409], "arctan": [6, 18, 21, 23, 26, 27, 422], "arctan2": [6, 18, 25], "arctanh": [6, 22, 24, 25, 26, 423], "arg": [50, 339], "arg1": [159, 160], "arg2": [159, 160], "argmax": [0, 6, 29, 85, 212, 335, 421, 454], "argmin": [6, 28, 85, 213, 421, 454], "argpartit": [6, 30, 454], "argsort": [6, 85, 403, 410, 421, 427, 454], "argument": [0, 11, 12, 13, 15, 18, 20, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 52, 53, 54, 56, 58, 63, 66, 67, 83, 84, 85, 87, 88, 90, 94, 95, 96, 98, 101, 126, 127, 128, 129, 130, 147, 150, 153, 159, 160, 162, 176, 177, 188, 189, 190, 191, 198, 199, 201, 207, 208, 209, 211, 305, 318, 320, 329, 330, 332, 334, 390, 392, 395, 396, 397, 402, 406, 407, 408, 409, 415, 417, 422, 423, 424, 428, 436, 437, 454], "argwher": 6, "ari": [41, 42, 43], "arithmet": [44, 139, 202, 203, 217, 220, 222, 329, 416, 418, 441, 447, 458], "around": [6, 85, 139, 334, 400], "arr": [78, 87, 145, 336, 363, 432, 435], "arr2": 87, "arr_t": [40, 85, 276], "arra": 444, "arrai": [0, 2, 3, 4, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 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, 103, 105, 109, 110, 114, 115, 117, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 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, 224, 230, 273, 274, 275, 276, 277, 278, 281, 284, 285, 286, 287, 289, 290, 291, 292, 294, 296, 297, 299, 301, 302, 303, 304, 305, 306, 308, 309, 310, 311, 312, 313, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 338, 339, 340, 341, 343, 344, 346, 347, 348, 349, 350, 351, 352, 353, 354, 358, 361, 362, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 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, 406, 407, 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, 458], "array2str": 6, "array_equ": 6, "array_equiv": [6, 33], "array_lik": [32, 34, 35, 36, 37, 38, 39, 44, 62, 64, 76, 79, 137, 138, 139, 185, 196, 334, 335, 339, 405, 424, 440], "array_of_diagon": 80, "array_repr": 6, "array_split": [6, 58], "array_str": 6, "arrays_and_dtyp": 395, "asanyarrai": [6, 35, 38], "asarrai": [4, 6, 34, 36, 38, 39], "asarray_chkfinit": [6, 34, 35], "ascend": [169, 171, 403], "ascii": 87, "ascontiguousarrai": [6, 34, 35, 38], "asfarrai": [6, 34, 35], "asfortranarrai": [6, 34, 35, 36], "asmatrix": 6, "asnumpi": 85, "aspect": 87, "assembl": [58, 86, 146, 401, 415, 443], "assign": [85, 286, 431, 434], "associ": [44, 144, 145, 454], "assum": [44, 90, 175, 178, 182, 198], "astyp": [6, 85, 139, 321], "atleast_1d": [6, 42, 43, 97], "atleast_2d": [6, 41, 43, 97], "atleast_3d": [6, 41, 42, 97], "atol": [15, 154], "attain": 0, "attempt": [84, 176], "attribut": [85, 87, 92, 121, 138, 149, 179, 325, 446, 447], "automat": [144, 145], "avail": [2, 3, 4, 14, 15, 19, 65, 68, 69, 75, 87, 88, 94, 101, 130, 154, 203, 208, 209, 212, 213, 216, 218, 219, 338, 428, 439, 447, 454], "averag": [6, 85, 202, 217, 294, 418, 458], "avg": 44, "avoid": [42, 43], "aweight": 69, "ax": [28, 29, 44, 71, 81, 84, 85, 89, 97, 103, 105, 106, 109, 110, 111, 114, 115, 117, 119, 123, 141, 152, 177, 181, 183, 184, 197, 199, 200, 202, 206, 210, 212, 213, 216, 217, 218, 219, 220, 221, 222, 308, 315, 318, 326, 331, 391, 398, 399, 414, 416, 418, 419, 424, 425, 426, 427, 441], "axi": [14, 16, 17, 19, 28, 29, 30, 44, 57, 58, 68, 70, 71, 72, 73, 80, 81, 85, 86, 88, 89, 97, 102, 107, 108, 112, 113, 116, 123, 124, 125, 128, 129, 134, 139, 141, 146, 151, 173, 177, 185, 196, 197, 199, 200, 201, 202, 203, 206, 207, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 271, 272, 273, 274, 275, 282, 283, 289, 293, 294, 295, 299, 300, 301, 304, 310, 311, 312, 314, 316, 318, 319, 327, 331, 333, 334, 335, 388, 391, 393, 394, 398, 399, 401, 410, 414, 415, 416, 418, 419, 420, 421, 424, 425, 426, 427, 428, 441, 443, 454], "axis1": [80, 85, 284, 315, 317, 419, 426], "axis2": [80, 85, 284, 315, 317, 419, 426], "axisa": 70, "axisb": 70, "axisc": 70, "axiserror": [30, 410], "b": [13, 15, 28, 29, 46, 49, 57, 58, 64, 70, 73, 84, 85, 86, 87, 88, 89, 90, 93, 130, 132, 133, 142, 143, 146, 152, 161, 163, 164, 167, 173, 176, 177, 178, 180, 181, 182, 183, 184, 192, 194, 199, 200, 206, 322, 326, 330, 340, 395, 401, 415, 424, 425, 428, 442, 443], "back": [85, 134, 289, 388, 394, 399], "backend": [2, 140, 342, 344, 345, 355, 360, 376], "backward": [40, 85, 141, 276, 398, 399], "bad": 351, "bartlett": 6, "base": [0, 4, 87, 89, 96, 139, 144, 145, 182, 187, 188, 189, 190, 196, 199, 328, 330, 334, 336], "base_repr": 6, "basic": [52, 89, 454, 458], "batch": [103, 105, 109, 110, 114, 115, 117, 119], "bc": [167, 180], "bcde": 90, "becaus": [14, 19, 454], "becom": [85, 144, 318], "been": [86, 335, 399, 421], "befor": [4, 30, 58, 71, 85, 124, 125, 184, 197, 200, 206, 220, 222, 299, 310, 331, 391, 398, 399, 410, 416, 418, 425, 441, 442], "begin": [90, 139, 185, 196], "behav": [186, 334], "behavior": [85, 281, 425], "behind": [85, 299], "being": [3, 87], "belong": [82, 144], "below": [0, 4, 9, 76, 79, 87, 175, 429, 430, 433, 454], "best": 90, "beta": [6, 350], "between": [15, 20, 52, 81, 88, 121, 133, 136, 141, 152, 185, 196, 356, 370, 417, 439], "beyond": [4, 398], "bia": 69, "big": 87, "bin": [82, 144, 145, 377], "bin_edg": [144, 145], "binari": [46, 48, 49, 132, 133, 135, 136, 447, 458], "binary_repr": 6, "bincount": [6, 82, 144], "binomi": [6, 358], "bins_0": 145, "bins_1": 145, "bit": [46, 47, 48, 49, 87, 121, 149, 153, 162, 192, 194, 195, 219, 221, 396, 407, 458], "bitwis": [46, 48, 49], "bitwise_and": [6, 47, 48, 49, 153, 192], "bitwise_not": 6, "bitwise_or": [6, 46, 47, 49, 153, 194], "bitwise_xor": [6, 46, 47, 48, 153, 195], "biufcmmosuv": 87, "blackman": 6, "block": [6, 58, 86, 120, 146, 161, 401, 415, 443], "bmat": 6, "bool": [9, 14, 19, 28, 29, 32, 37, 40, 44, 52, 64, 71, 82, 85, 87, 90, 93, 102, 108, 116, 120, 139, 142, 143, 144, 155, 156, 157, 163, 164, 165, 175, 177, 178, 182, 185, 196, 197, 200, 202, 204, 206, 212, 213, 216, 217, 218, 219, 220, 221, 222, 276, 321, 322, 331, 391, 394, 407, 416, 418, 440, 441, 454], "bool_": 9, "boolean": [46, 47, 48, 49, 64, 71, 87, 151, 153, 154, 155, 156, 157, 192, 194, 197, 198, 202, 217, 219, 220, 222, 321, 391, 394, 416, 420, 441], "both": [15, 44, 56, 70, 84, 128, 129, 130, 152, 161, 177, 199, 208, 221, 424, 426, 431, 434, 442, 444], "bound": [334, 403, 420], "boundari": [141, 334], "briefli": 454, "broadcast": [13, 28, 29, 44, 50, 51, 56, 64, 83, 89, 128, 129, 147, 177, 178, 195, 197, 199, 200, 201, 202, 206, 207, 211, 212, 213, 217, 219, 220, 221, 222, 330, 331, 334, 335, 391, 393, 416, 417, 418, 421, 425, 436, 441, 444], "broadcast_arrai": [6, 51], "broadcast_shap": 6, "broadcast_to": [6, 50, 425], "buffer": [37, 72, 73, 85, 132, 133, 135, 136, 186, 200, 206, 214, 215, 394], "buffer_lik": 132, "build": 458, "build_loc": 4, "built": 87, "busday_count": 6, "busday_offset": 6, "byte": [6, 40, 85, 87, 89, 132, 133, 186, 276, 292, 296], "byte_bound": 6, "byteord": 87, "byteswap": 6, "bz2": 186, "c": [2, 4, 11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 32, 34, 35, 36, 38, 39, 40, 46, 47, 48, 49, 53, 54, 56, 59, 60, 62, 63, 66, 67, 70, 83, 84, 85, 87, 89, 90, 91, 92, 93, 95, 96, 98, 100, 126, 127, 137, 138, 140, 142, 143, 147, 150, 152, 153, 155, 156, 157, 161, 162, 163, 164, 167, 173, 176, 177, 180, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 199, 201, 207, 211, 276, 281, 289, 302, 320, 321, 322, 324, 325, 329, 330, 332, 388, 390, 392, 394, 396, 397, 402, 406, 407, 408, 409, 412, 413, 417, 422, 423, 424, 425, 436, 437, 444, 445, 446], "c_contigu": [36, 38, 85, 281], "ca": 61, "calcul": [11, 12, 13, 18, 26, 44, 71, 73, 81, 83, 88, 89, 93, 95, 96, 98, 101, 126, 127, 128, 129, 141, 145, 147, 168, 169, 170, 171, 173, 178, 189, 191, 197, 199, 202, 208, 211, 217, 220, 222, 322, 330, 331, 391, 392, 416, 417, 436, 441, 442, 447], "call": [18, 28, 29, 30, 36, 38, 87, 134, 168, 170, 176, 198, 230, 321, 414, 425], "callabl": [134, 198], "can": [0, 3, 4, 13, 15, 20, 30, 32, 34, 35, 36, 37, 38, 39, 40, 44, 46, 47, 48, 49, 52, 62, 70, 76, 77, 79, 80, 83, 84, 85, 87, 89, 90, 91, 92, 93, 100, 120, 127, 128, 129, 130, 132, 133, 134, 135, 136, 137, 138, 139, 141, 142, 143, 146, 148, 151, 152, 153, 161, 162, 163, 164, 165, 172, 173, 174, 184, 185, 186, 192, 194, 196, 198, 199, 205, 208, 211, 219, 221, 276, 310, 320, 321, 322, 323, 324, 325, 329, 330, 335, 339, 361, 366, 367, 368, 369, 370, 371, 372, 374, 375, 380, 383, 392, 394, 396, 410, 417, 420, 421, 424, 426, 429, 431, 434, 435, 436, 440, 442, 444, 445, 446, 454], "can_cast": [6, 458], "cannot": [58, 85, 212, 213, 308, 414, 415], "capabl": [20, 32, 34, 35, 36, 38, 44, 139, 185, 196, 199], "care": [20, 168], "cartesian": 204, "case": [4, 20, 28, 29, 32, 34, 35, 36, 38, 44, 62, 72, 73, 76, 79, 81, 90, 91, 92, 100, 132, 133, 134, 135, 137, 138, 139, 141, 148, 168, 179, 182, 185, 186, 196, 205, 214, 215, 219, 221, 323, 324, 325, 331, 394, 418, 424, 429, 440, 445, 446, 454], "cast": [40, 52, 58, 64, 71, 72, 73, 85, 89, 146, 168, 197, 199, 202, 214, 215, 217, 219, 220, 221, 222, 276, 331, 391, 401, 415, 416, 418, 441, 443], "cat": [341, 358], "cauchi": 377, "cbrt": [6, 412], "cdef": 90, "cdot": 424, "cdoubl": 9, "ceil": [6, 31, 126, 127, 397, 400, 437], "center": [106, 111], "central": [141, 359, 360], "certain": [87, 198], "cfloat": 9, "chain": [84, 85, 89, 90], "chang": [40, 62, 70, 85, 87, 89, 214, 215, 276, 289, 313, 318, 320, 328, 329, 334, 335, 336, 388, 394, 399, 439, 458], "channel": 4, "char": 87, "charact": [87, 133], "check": [34, 35, 52, 165, 178, 181], "check_valid": 357, "chi": [343, 359], "chisquar": 6, "choic": [6, 55, 85, 169, 171, 277], "choicelist": 404, "choleski": 6, "choos": [6, 18, 25, 85, 90, 444, 454], "chosen": [144, 444], "circl": 180, "clamp": [334, 420], "clariti": 120, "class": [3, 85, 87, 88, 122, 132, 133, 134, 136, 151, 186, 339, 367, 429, 458], "classic": 89, "clear": [87, 454], "clip": [6, 85, 334, 420, 454], "close": [21, 22, 23, 25, 39, 40, 85, 89, 97, 185, 276, 339, 367, 397, 400], "closer": 437, "cloud": 3, "cmake": 4, "co": [6, 21, 67, 170, 408, 422], "code": [37, 87, 159], "coeffici": [173, 181, 184], "coerc": [37, 132, 133, 134, 135, 136, 186], "coin": 341, "col": 151, "collaps": [85, 289], "column": [6, 34, 35, 36, 38, 39, 40, 57, 58, 72, 73, 80, 85, 86, 100, 120, 124, 125, 141, 146, 148, 168, 169, 173, 176, 179, 182, 276, 388, 401, 415, 429, 431, 434, 440, 443], "column_stack": [6, 58, 86, 146, 401, 415, 443], "combin": [0, 87, 97, 141], "combinatori": 90, "comma": [87, 89], "command": 4, "common": [321, 424], "common_typ": 6, "compani": [341, 358], "compar": [15, 93, 145, 201, 207], "compare_chararrai": 6, "comparison": [2, 93, 142, 143, 163, 164, 322, 447, 458], "compat": [3, 40, 44, 85, 197, 202, 216, 217, 218, 220, 222, 276, 391, 394, 416, 441, 458], "compil": [4, 87, 140], "complement": 439, "complementari": [127, 130, 208], "complet": [3, 4, 90, 133, 134, 179, 399, 454], "complex": [9, 11, 12, 18, 25, 26, 52, 71, 84, 85, 87, 90, 94, 121, 150, 168, 169, 170, 171, 179, 180, 182, 197, 199, 220, 222, 279, 280, 332, 389, 391, 411, 416, 441, 442, 454, 458], "complex128": [9, 44, 102, 103, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 119, 395], "complex64": [9, 44, 102, 108], "compliant": 85, "complic": 89, "compon": [106, 111, 121, 150, 389], "compos": 63, "composit": [161, 418, 428], "compress": [6, 420, 454], "comput": [4, 18, 21, 22, 23, 24, 25, 26, 27, 31, 44, 46, 47, 48, 49, 53, 59, 60, 66, 67, 71, 72, 73, 81, 82, 89, 95, 96, 97, 98, 101, 102, 103, 104, 105, 107, 108, 109, 110, 112, 113, 114, 115, 116, 117, 118, 119, 126, 141, 142, 143, 144, 145, 150, 151, 153, 161, 163, 164, 166, 167, 168, 169, 170, 171, 172, 176, 177, 178, 179, 180, 182, 183, 184, 187, 188, 189, 190, 192, 193, 194, 195, 197, 199, 202, 203, 208, 214, 215, 216, 217, 218, 219, 220, 221, 222, 320, 329, 332, 389, 390, 391, 392, 397, 400, 402, 406, 407, 408, 409, 412, 416, 418, 422, 423, 424, 431, 434, 441], "compute_uv": [166, 182], "concaten": [6, 57, 86, 146, 401, 415, 421, 443], "concept": [20, 32, 34, 35, 36, 37, 38, 40, 62, 76, 77, 79, 85, 91, 92, 100, 132, 133, 134, 135, 136, 137, 138, 139, 148, 151, 185, 186, 196, 198, 205, 276, 323, 324, 325, 339, 361, 366, 367, 368, 369, 370, 371, 372, 374, 375, 380, 383, 429, 431, 434, 440, 445, 446, 454], "cond": [6, 172], "condit": [40, 84, 85, 99, 166, 172, 176, 276, 321, 328, 334, 336, 404, 444], "condlist": 404, "conj": [6, 60, 85, 150, 165, 168, 332], "conjug": [6, 59, 84, 85, 150, 165, 168, 169, 170, 171, 199, 279, 332, 442], "consecut": [81, 88, 141], "conserv": 204, "consid": [20, 32, 34, 35, 36, 38, 90, 139, 155, 169, 171, 175, 185, 196, 199, 339, 367], "consist": [33, 133, 145, 184, 185, 421, 424], "constant": [9, 87, 141], "constraint": 44, "construct": [34, 35, 55, 76, 79, 80, 85, 87, 100, 132, 133, 134, 135, 136, 148, 186, 205, 277, 323, 393, 425, 426, 444, 447], "constructor": 454, "consum": [85, 296], "contain": [11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 53, 54, 56, 59, 60, 63, 64, 66, 67, 70, 71, 80, 83, 85, 87, 93, 95, 96, 98, 126, 127, 131, 136, 140, 141, 142, 143, 144, 145, 147, 150, 151, 153, 162, 163, 164, 169, 179, 182, 187, 188, 189, 190, 191, 192, 193, 194, 195, 197, 201, 202, 207, 211, 212, 213, 216, 217, 218, 220, 222, 305, 320, 321, 322, 329, 330, 332, 339, 389, 390, 391, 392, 396, 397, 400, 402, 406, 407, 408, 409, 412, 413, 416, 417, 422, 423, 427, 431, 432, 434, 435, 436, 437, 441, 454], "content": [36, 85, 376], "contigu": [34, 35, 36, 38, 84, 85, 89, 176, 302, 388, 394], "continu": [339, 371], "contourf": 204, "contract": [89, 90, 424], "contrast": 334, "contribut": [44, 144, 145], "control": [4, 40, 52, 58, 64, 85, 89, 146, 199, 276, 401, 415, 443], "conveni": [85, 318, 339], "convent": [84, 89, 90, 152, 184, 199, 326, 424], "convers": [40, 85, 89, 276, 447], "convert": [28, 29, 32, 34, 35, 36, 37, 38, 39, 41, 42, 43, 62, 74, 75, 76, 79, 87, 90, 97, 137, 138, 139, 185, 196, 337, 338, 439, 440], "convolut": [61, 65], "convolv": [6, 65], "coordin": [68, 134, 141, 204], "copi": [6, 20, 30, 32, 34, 35, 36, 37, 38, 40, 41, 42, 43, 64, 76, 77, 79, 80, 85, 87, 91, 92, 100, 132, 133, 134, 135, 136, 137, 138, 139, 148, 151, 185, 186, 196, 198, 204, 205, 230, 276, 289, 291, 299, 305, 308, 323, 324, 325, 327, 329, 339, 361, 366, 367, 368, 369, 370, 371, 372, 374, 380, 383, 394, 403, 410, 414, 429, 430, 431, 433, 434, 440, 445, 446, 454], "copysign": [6, 320, 329], "copyto": [6, 85, 281], "core": [3, 87, 89, 454], "corrcoef": [6, 69], "correct": [11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 31, 46, 47, 48, 49, 53, 54, 58, 59, 60, 63, 66, 67, 83, 93, 95, 96, 98, 126, 127, 142, 143, 147, 150, 153, 155, 156, 157, 162, 163, 164, 181, 187, 188, 189, 190, 191, 192, 193, 194, 195, 201, 207, 211, 320, 322, 329, 330, 332, 390, 392, 396, 397, 400, 402, 406, 407, 408, 409, 412, 413, 415, 417, 422, 423, 436, 437], "correctli": [18, 25, 28, 29, 177, 200, 206, 212, 213, 219, 221, 321, 331, 418], "correl": [6, 458], "correspond": [6, 20, 28, 29, 32, 34, 35, 36, 37, 38, 40, 56, 58, 62, 76, 77, 79, 80, 85, 91, 92, 100, 132, 133, 134, 135, 136, 137, 138, 139, 141, 148, 151, 168, 169, 185, 186, 196, 198, 199, 205, 276, 285, 323, 324, 325, 339, 361, 366, 367, 368, 369, 370, 371, 372, 374, 375, 380, 383, 398, 405, 416, 424, 427, 429, 431, 434, 440, 441, 445, 446, 454], "cosh": [6, 22, 66, 409, 423], "cosin": [21, 22, 23, 24, 25, 26, 27, 66, 67, 408, 409, 422, 423], "cost": [89, 90], "costli": 90, "could": [85, 310], "count": [45, 68, 82, 87, 90, 123, 132, 133, 135, 136, 141, 144, 145, 321, 331, 341, 418, 447, 458], "count_nonzero": [6, 321], "counterpart": 454, "cov": [6, 357], "covari": 69, "cover": [431, 434, 458], "cpu": [4, 14, 15, 19, 20, 32, 34, 35, 36, 38, 62, 65, 69, 76, 79, 88, 91, 92, 94, 99, 100, 101, 102, 103, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 119, 128, 129, 130, 132, 133, 134, 135, 137, 138, 139, 148, 154, 185, 186, 196, 203, 205, 208, 209, 219, 323, 324, 325, 328, 420, 428, 429, 440, 445, 446], "creat": [3, 4, 20, 32, 34, 35, 36, 37, 38, 40, 62, 76, 77, 78, 79, 80, 85, 87, 90, 91, 92, 100, 131, 132, 133, 134, 135, 136, 137, 138, 139, 148, 151, 185, 186, 196, 198, 205, 276, 281, 323, 324, 325, 335, 339, 361, 366, 367, 368, 369, 370, 371, 372, 374, 375, 380, 383, 426, 429, 431, 432, 434, 435, 440, 445, 446, 454, 458], "creation": [87, 90, 447, 454, 458], "cross": [6, 65], "csingl": 9, "cube": [53, 412], "cubic": 90, "cumprod": [6, 85, 214, 454], "cumproduct": 6, "cumsum": [6, 81, 85, 215, 418, 454], "cumul": [71, 72, 73, 81, 85, 214, 215, 282, 283, 418], "cupi": [2, 447], "current": [11, 12, 13, 15, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 53, 54, 56, 63, 66, 67, 83, 87, 88, 90, 95, 96, 98, 101, 126, 127, 128, 129, 130, 133, 145, 147, 148, 153, 162, 188, 189, 190, 191, 201, 207, 208, 209, 211, 320, 329, 330, 332, 390, 392, 396, 397, 402, 406, 407, 408, 409, 417, 422, 423, 428, 436, 437], "custom": 454, "cut": 173, "cutoff": 178, "cyclic": 334, "cython": 4, "d": [0, 20, 44, 57, 58, 72, 73, 76, 77, 78, 79, 80, 84, 85, 86, 87, 100, 103, 104, 105, 109, 110, 114, 115, 117, 118, 119, 120, 124, 125, 136, 146, 148, 152, 167, 169, 170, 176, 177, 180, 199, 204, 214, 215, 221, 289, 321, 330, 331, 334, 344, 388, 394, 401, 403, 405, 415, 418, 420, 424, 425, 426, 440, 443, 454], "d0": [339, 366, 368], "d1": [339, 368], "d3": 77, "data": [1, 3, 4, 11, 12, 13, 14, 15, 18, 19, 21, 22, 23, 24, 25, 26, 27, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 44, 46, 47, 48, 49, 51, 52, 53, 54, 58, 59, 60, 62, 63, 64, 65, 66, 67, 68, 69, 71, 75, 76, 79, 82, 83, 84, 85, 87, 88, 89, 91, 92, 93, 94, 95, 96, 98, 100, 101, 102, 103, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 119, 121, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 157, 162, 163, 164, 173, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 199, 201, 202, 203, 207, 208, 209, 211, 212, 213, 216, 217, 218, 219, 220, 222, 276, 305, 318, 320, 322, 324, 325, 329, 330, 332, 334, 335, 338, 339, 340, 341, 343, 346, 347, 348, 349, 350, 351, 352, 353, 354, 358, 361, 362, 364, 365, 366, 367, 368, 369, 371, 372, 373, 374, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 394, 396, 397, 398, 399, 400, 401, 402, 403, 406, 407, 408, 409, 412, 413, 414, 415, 416, 417, 420, 421, 422, 423, 426, 428, 429, 436, 437, 439, 441, 443, 444, 445, 446, 447, 458], "datatyp": [87, 175], "date": 4, "datetim": 87, "datetime_as_str": 6, "datetime_data": 6, "dcmake_c_compil": 4, "dcmake_cxx_compil": 4, "ddof": [69, 85, 220, 222, 312, 319, 416, 441], "decai": 352, "decim": [31, 85, 121, 306, 397, 400], "decomposit": [165, 172, 175, 178, 182, 458], "decompress": 186, "decreas": 82, "def": 0, "default": [3, 11, 12, 13, 14, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 40, 44, 46, 47, 48, 49, 50, 51, 53, 54, 56, 58, 59, 60, 62, 63, 65, 66, 67, 69, 70, 71, 72, 73, 76, 77, 79, 80, 81, 82, 83, 85, 87, 88, 89, 90, 91, 92, 93, 95, 96, 98, 100, 102, 108, 120, 123, 126, 127, 128, 129, 130, 132, 133, 134, 135, 136, 137, 138, 139, 141, 142, 143, 144, 145, 146, 147, 148, 150, 151, 153, 155, 156, 157, 162, 163, 164, 165, 166, 169, 171, 173, 175, 176, 177, 178, 179, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 276, 281, 289, 320, 322, 323, 324, 325, 327, 329, 330, 331, 332, 334, 339, 343, 361, 366, 367, 368, 369, 370, 371, 372, 374, 375, 377, 378, 380, 383, 388, 390, 391, 392, 393, 394, 396, 397, 398, 399, 400, 401, 402, 403, 404, 406, 407, 408, 409, 410, 412, 413, 415, 416, 417, 418, 420, 422, 423, 424, 426, 427, 429, 430, 431, 432, 433, 434, 435, 436, 437, 440, 441, 443, 444, 445, 446, 454], "default_rng": 6, "defg": 90, "defici": 175, "defin": [70, 87, 92, 138, 144, 145, 325, 329, 446, 454], "definit": [70, 126, 165], "deg": [18, 338], "deg2rad": [6, 337, 338, 439], "degre": [6, 18, 74, 220, 222, 337, 338, 381, 416, 439, 441], "delet": 6, "delta": [220, 222, 416, 439, 441], "demonstr": [0, 4, 87], "dens": [151, 205], "densiti": 144, "depend": [4, 80, 169, 173, 179, 181, 182, 185, 219, 221, 404, 444], "deprec": 6, "deprecate_with_doc": 6, "depth": [57, 58, 86, 146, 401, 415, 443], "deriv": 141, "descend": 182, "descr": 87, "describ": [71, 87, 197, 391, 458], "descript": [71, 87, 144, 197, 391, 454], "desir": [20, 32, 34, 35, 36, 38, 39, 51, 91, 92, 100, 137, 138, 139, 148, 185, 196, 324, 325, 425, 429, 445, 446], "destin": [58, 146, 210, 334, 335, 401, 415, 421, 443], "det": [6, 180], "detail": [31, 131, 400, 431, 432, 434, 435, 454], "determin": [13, 18, 21, 22, 23, 24, 25, 26, 27, 46, 48, 49, 53, 63, 66, 67, 83, 95, 96, 98, 127, 133, 134, 136, 147, 160, 162, 167, 173, 179, 180, 187, 188, 189, 190, 191, 199, 201, 207, 211, 330, 390, 392, 396, 402, 406, 408, 409, 412, 413, 417, 422, 423, 426, 436, 437], "devel": 4, "develop": [3, 4], "deviat": [85, 202, 217, 220, 222, 312, 339, 354, 361, 416, 441], "devic": [0, 2, 3, 20, 32, 34, 35, 36, 37, 38, 40, 44, 62, 71, 76, 77, 79, 85, 91, 92, 100, 131, 132, 133, 134, 135, 136, 137, 138, 139, 148, 151, 185, 186, 196, 197, 198, 199, 202, 205, 217, 220, 222, 276, 323, 324, 325, 339, 361, 366, 367, 368, 369, 370, 371, 372, 374, 375, 380, 383, 391, 414, 416, 429, 431, 434, 440, 441, 445, 446], "df": [343, 359, 381, 382], "dfden": [347, 360], "dfnum": [347, 360], "di": [77, 78], "diag": [6, 79, 80, 89, 100, 124, 125, 148, 168, 170, 182, 426], "diag_indic": [6, 78, 120], "diag_indices_from": [6, 77, 120], "diagflat": [6, 76, 80, 426], "diagon": [6, 76, 77, 78, 79, 85, 89, 100, 120, 148, 165, 169, 170, 171, 198, 317, 426, 429, 430, 431, 432, 433, 434, 435, 454], "dice": 356, "dictionari": 87, "diff": [6, 73, 88, 141, 144], "differ": [3, 15, 20, 32, 34, 35, 36, 38, 44, 62, 71, 73, 76, 79, 81, 85, 87, 88, 91, 92, 100, 121, 124, 125, 132, 133, 134, 135, 137, 138, 139, 141, 148, 171, 185, 186, 196, 197, 199, 205, 281, 323, 324, 325, 330, 391, 417, 429, 431, 434, 440, 445, 446, 458], "digit": [6, 121, 144], "dim": 15, "dimens": [28, 29, 32, 41, 42, 43, 44, 57, 58, 64, 69, 70, 77, 80, 81, 85, 87, 97, 124, 125, 141, 146, 151, 152, 175, 177, 179, 197, 200, 202, 204, 205, 206, 210, 212, 213, 216, 217, 218, 219, 220, 221, 222, 289, 297, 308, 321, 323, 331, 335, 339, 369, 371, 372, 374, 391, 394, 405, 414, 415, 416, 418, 419, 421, 425, 426, 431, 432, 434, 435, 441, 454, 458], "dimension": [2, 4, 30, 61, 65, 68, 71, 77, 78, 79, 80, 81, 82, 85, 89, 102, 103, 104, 105, 107, 108, 109, 110, 112, 113, 114, 115, 116, 117, 118, 119, 120, 132, 133, 135, 141, 173, 179, 183, 184, 197, 200, 204, 205, 206, 212, 213, 216, 218, 220, 222, 311, 323, 326, 331, 391, 410, 416, 418, 425, 441, 442, 447], "direct": [70, 81, 124, 125, 141], "directli": [87, 134, 151, 196, 321, 421], "directori": 140, "dirichlet": 6, "discard": 437, "discret": [3, 61, 65, 73, 81, 88, 102, 103, 104, 107, 108, 109, 110, 112, 113, 114, 115, 116, 117, 118, 119, 141, 339, 447], "disp": 6, "dispers": 384, "displac": [85, 313], "distanc": 141, "distinguish": 87, "distribut": [3, 4, 196, 339, 340, 341, 343, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 364, 365, 366, 367, 368, 370, 371, 373, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 458], "divid": [6, 86, 127, 130, 208, 392, 436], "divis": [83, 127, 128, 129, 130, 208, 330, 392, 436, 437], "divisor": [220, 222, 416, 441], "divmod": [6, 454], "dlpack": 131, "dmlc": 131, "dn": [339, 366, 368], "do": [3, 4, 87, 198, 341, 399], "docstr": 454, "document": [0, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 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\ No newline at end of file