Github Actions doc build after commit ffe8292

_modules/arch/bootstrap/base.html

@@ -15,7 +15,7 @@
 
 
 
-        <title>arch.bootstrap.base - arch 6.2.0</title>
+        <title>arch.bootstrap.base - arch 6.3.0</title>
 
 
 
@@ -47,7 +47,7 @@
         <style>:root{--md-text-font:"Roboto";--md-code-font:"Roboto Mono"}</style>
 
 
-        <link rel="stylesheet" type="text/css" href="../../../_static/sphinx_immaterial_theme.79d3faa9841bcddc6.min.css?v=e88de5f6" />
+        <link rel="stylesheet" type="text/css" href="../../../_static/sphinx_immaterial_theme.af531f03affe68837.min.css?v=2410bb73" />
         <link rel="stylesheet" type="text/css" href="../../../_static/css/small_fixes.css?v=64f7a1ef" />
     <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce((e,_)=>(e<<5)-e+_.charCodeAt(0),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
 
@@ -87,7 +87,7 @@
 
 <header class="md-header" data-md-component="header">
   <nav class="md-header__inner md-grid" aria-label="Header">
-    <a href="../../../index.html" title="arch 6.2.0" class="md-header__button md-logo" aria-label="arch 6.2.0" data-md-component="logo">
+    <a href="../../../index.html" title="arch 6.3.0" class="md-header__button md-logo" aria-label="arch 6.3.0" data-md-component="logo">
       <img src="../../../_static/bw-logo.svg" alt="logo">
     </a>
     <label class="md-header__button md-icon" for="__drawer">
@@ -97,7 +97,7 @@
       <div class="md-header__ellipsis">
         <div class="md-header__topic">
           <span class="md-ellipsis">
-            arch 6.2.0
+            arch 6.3.0
           </span>
         </div>
         <div class="md-header__topic" data-md-component="header-topic">
@@ -184,10 +184,10 @@
 
 <nav class="md-nav md-nav--primary" aria-label="Navigation" data-md-level="0">
   <label class="md-nav__title" for="__drawer">
-    <a href="../../../index.html" title="arch 6.2.0" class="md-nav__button md-logo" aria-label="arch 6.2.0" data-md-component="logo">
+    <a href="../../../index.html" title="arch 6.3.0" class="md-nav__button md-logo" aria-label="arch 6.3.0" data-md-component="logo">
       <img src="../../../_static/bw-logo.svg" alt="logo">
     </a>
-    arch 6.2.0
+    arch 6.3.0
   </label>
 
     <div class="md-nav__source">
@@ -2375,7 +2375,7 @@ <h1>Source code for arch.bootstrap.base</h1><div class="highlight"><pre>
     <script id="__config" type="application/json">{"base": "../../..", "features": [], "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.config.lang": "en", "search.config.pipeline": "trimmer, stopWordFilter", "search.config.separator": "[\\s\\-]+", "search.placeholder": "Search", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version.title": "Select version"}, "version": {"provider": "mike", "staticVersions": [{"aliases": [], "title": "Release", "version": "https://bashtage.github.io/arch/"}, {"aliases": [], "title": "Development", "version": "https://bashtage.github.io/arch/devel/"}, {"aliases": [], "title": "RTD (Release)", "version": "https://arch.readthedocs.io/"}], "versionPath": null}}</script>
 
 
-        <script src="../../../_static/sphinx_immaterial_theme.1b5b7a2d5891aec19.min.js?v=1e7b0789"></script>
+        <script src="../../../_static/sphinx_immaterial_theme.f9d9eeeb247ace16c.min.js?v=8ec58cb5"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
 
   </body>

_modules/arch/bootstrap/multiple_comparison.html

@@ -15,7 +15,7 @@
 
 
 
-        <title>arch.bootstrap.multiple_comparison - arch 6.2.0</title>
+        <title>arch.bootstrap.multiple_comparison - arch 6.3.0</title>
 
 
 
@@ -47,7 +47,7 @@
         <style>:root{--md-text-font:"Roboto";--md-code-font:"Roboto Mono"}</style>
 
 
-        <link rel="stylesheet" type="text/css" href="../../../_static/sphinx_immaterial_theme.79d3faa9841bcddc6.min.css?v=e88de5f6" />
+        <link rel="stylesheet" type="text/css" href="../../../_static/sphinx_immaterial_theme.af531f03affe68837.min.css?v=2410bb73" />
         <link rel="stylesheet" type="text/css" href="../../../_static/css/small_fixes.css?v=64f7a1ef" />
     <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce((e,_)=>(e<<5)-e+_.charCodeAt(0),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
 
@@ -87,7 +87,7 @@
 
 <header class="md-header" data-md-component="header">
   <nav class="md-header__inner md-grid" aria-label="Header">
-    <a href="../../../index.html" title="arch 6.2.0" class="md-header__button md-logo" aria-label="arch 6.2.0" data-md-component="logo">
+    <a href="../../../index.html" title="arch 6.3.0" class="md-header__button md-logo" aria-label="arch 6.3.0" data-md-component="logo">
       <img src="../../../_static/bw-logo.svg" alt="logo">
     </a>
     <label class="md-header__button md-icon" for="__drawer">
@@ -97,7 +97,7 @@
       <div class="md-header__ellipsis">
         <div class="md-header__topic">
           <span class="md-ellipsis">
-            arch 6.2.0
+            arch 6.3.0
           </span>
         </div>
         <div class="md-header__topic" data-md-component="header-topic">
@@ -184,10 +184,10 @@
 
 <nav class="md-nav md-nav--primary" aria-label="Navigation" data-md-level="0">
   <label class="md-nav__title" for="__drawer">
-    <a href="../../../index.html" title="arch 6.2.0" class="md-nav__button md-logo" aria-label="arch 6.2.0" data-md-component="logo">
+    <a href="../../../index.html" title="arch 6.3.0" class="md-nav__button md-logo" aria-label="arch 6.3.0" data-md-component="logo">
       <img src="../../../_static/bw-logo.svg" alt="logo">
     </a>
-    arch 6.2.0
+    arch 6.3.0
   </label>
 
     <div class="md-nav__source">
@@ -1302,7 +1302,7 @@ <h1>Source code for arch.bootstrap.multiple_comparison</h1><div class="highlight
     <script id="__config" type="application/json">{"base": "../../..", "features": [], "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.config.lang": "en", "search.config.pipeline": "trimmer, stopWordFilter", "search.config.separator": "[\\s\\-]+", "search.placeholder": "Search", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version.title": "Select version"}, "version": {"provider": "mike", "staticVersions": [{"aliases": [], "title": "Release", "version": "https://bashtage.github.io/arch/"}, {"aliases": [], "title": "Development", "version": "https://bashtage.github.io/arch/devel/"}, {"aliases": [], "title": "RTD (Release)", "version": "https://arch.readthedocs.io/"}], "versionPath": null}}</script>
 
 
-        <script src="../../../_static/sphinx_immaterial_theme.1b5b7a2d5891aec19.min.js?v=1e7b0789"></script>
+        <script src="../../../_static/sphinx_immaterial_theme.f9d9eeeb247ace16c.min.js?v=8ec58cb5"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
 
   </body>

_modules/arch/covariance/kernel.html

@@ -15,7 +15,7 @@
 
 
 
-        <title>arch.covariance.kernel - arch 6.2.0</title>
+        <title>arch.covariance.kernel - arch 6.3.0</title>
 
 
 
@@ -47,7 +47,7 @@
         <style>:root{--md-text-font:"Roboto";--md-code-font:"Roboto Mono"}</style>
 
 
-        <link rel="stylesheet" type="text/css" href="../../../_static/sphinx_immaterial_theme.79d3faa9841bcddc6.min.css?v=e88de5f6" />
+        <link rel="stylesheet" type="text/css" href="../../../_static/sphinx_immaterial_theme.af531f03affe68837.min.css?v=2410bb73" />
         <link rel="stylesheet" type="text/css" href="../../../_static/css/small_fixes.css?v=64f7a1ef" />
     <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce((e,_)=>(e<<5)-e+_.charCodeAt(0),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
 
@@ -87,7 +87,7 @@
 
 <header class="md-header" data-md-component="header">
   <nav class="md-header__inner md-grid" aria-label="Header">
-    <a href="../../../index.html" title="arch 6.2.0" class="md-header__button md-logo" aria-label="arch 6.2.0" data-md-component="logo">
+    <a href="../../../index.html" title="arch 6.3.0" class="md-header__button md-logo" aria-label="arch 6.3.0" data-md-component="logo">
       <img src="../../../_static/bw-logo.svg" alt="logo">
     </a>
     <label class="md-header__button md-icon" for="__drawer">
@@ -97,7 +97,7 @@
       <div class="md-header__ellipsis">
         <div class="md-header__topic">
           <span class="md-ellipsis">
-            arch 6.2.0
+            arch 6.3.0
           </span>
         </div>
         <div class="md-header__topic" data-md-component="header-topic">
@@ -184,10 +184,10 @@
 
 <nav class="md-nav md-nav--primary" aria-label="Navigation" data-md-level="0">
   <label class="md-nav__title" for="__drawer">
-    <a href="../../../index.html" title="arch 6.2.0" class="md-nav__button md-logo" aria-label="arch 6.2.0" data-md-component="logo">
+    <a href="../../../index.html" title="arch 6.3.0" class="md-nav__button md-logo" aria-label="arch 6.3.0" data-md-component="logo">
       <img src="../../../_static/bw-logo.svg" alt="logo">
     </a>
-    arch 6.2.0
+    arch 6.3.0
   </label>
 
     <div class="md-nav__source">
@@ -366,6 +366,8 @@
 <h1>Source code for arch.covariance.kernel</h1><div class="highlight"><pre>
 <span></span><code><span class="kn">from</span> <span class="nn">__future__</span> <span class="kn">import</span> <span class="n">annotations</span>
 
+<span class="kn">from</span> <span class="nn">arch.compat.numba</span> <span class="kn">import</span> <span class="n">jit</span>
+
 <span class="kn">from</span> <span class="nn">abc</span> <span class="kn">import</span> <span class="n">ABC</span><span class="p">,</span> <span class="n">abstractmethod</span>
 <span class="kn">from</span> <span class="nn">functools</span> <span class="kn">import</span> <span class="n">cached_property</span>
 <span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">SupportsInt</span><span class="p">,</span> <span class="n">cast</span>
@@ -505,6 +507,14 @@ <h1>Source code for arch.covariance.kernel</h1><div class="highlight"><pre>
 
 
 
+<span class="nd">@jit</span><span class="p">(</span><span class="n">nopython</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<span class="k">def</span> <span class="nf">_cov_jit</span><span class="p">(</span><span class="n">df</span><span class="p">,</span> <span class="n">k</span><span class="p">,</span> <span class="n">num_weights</span><span class="p">,</span> <span class="n">w</span><span class="p">,</span> <span class="n">x</span><span class="p">):</span>
+    <span class="n">oss</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">((</span><span class="n">k</span><span class="p">,</span> <span class="n">k</span><span class="p">))</span>
+    <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="n">num_weights</span><span class="p">):</span>
+        <span class="n">oss</span> <span class="o">+=</span> <span class="n">w</span><span class="p">[</span><span class="n">i</span><span class="p">]</span> <span class="o">*</span> <span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">:]</span><span class="o">.</span><span class="n">T</span> <span class="o">@</span> <span class="n">x</span><span class="p">[:</span><span class="o">-</span><span class="n">i</span><span class="p">])</span> <span class="o">/</span> <span class="n">df</span>
+    <span class="k">return</span> <span class="n">oss</span>
+
+
 <span class="k">class</span> <span class="nc">CovarianceEstimator</span><span class="p">(</span><span class="n">ABC</span><span class="p">):</span>
 <span class="w">    </span><span class="sa">r</span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    %(kernel_name)s kernel covariance estimation.</span>
@@ -538,6 +548,7 @@ <h1>Source code for arch.covariance.kernel</h1><div class="highlight"><pre>
 
 <span class="sd">    where :math:`z=\frac{h}{H}, h=0, 1, \ldots, H` where H is the bandwidth.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+
     <span class="n">_name</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span>
 
     <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
@@ -761,15 +772,14 @@ <h1>Source code for arch.covariance.kernel</h1><div class="highlight"><pre>
 <span class="sd">        --------</span>
 <span class="sd">        CovarianceEstimate</span>
 <span class="sd">        &quot;&quot;&quot;</span>
-        <span class="n">x</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">asarray</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_x</span><span class="p">)</span>
+        <span class="n">x</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">ascontiguousarray</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_x</span><span class="p">)</span>
         <span class="n">k</span> <span class="o">=</span> <span class="n">x</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span>
         <span class="n">df</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_df</span>
         <span class="n">sr</span> <span class="o">=</span> <span class="n">x</span><span class="o">.</span><span class="n">T</span> <span class="o">@</span> <span class="n">x</span> <span class="o">/</span> <span class="n">df</span>
         <span class="n">w</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">kernel_weights</span>
         <span class="n">num_weights</span> <span class="o">=</span> <span class="n">w</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
-        <span class="n">oss</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">((</span><span class="n">k</span><span class="p">,</span> <span class="n">k</span><span class="p">))</span>
-        <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="n">num_weights</span><span class="p">):</span>
-            <span class="n">oss</span> <span class="o">+=</span> <span class="n">w</span><span class="p">[</span><span class="n">i</span><span class="p">]</span> <span class="o">*</span> <span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">:]</span><span class="o">.</span><span class="n">T</span> <span class="o">@</span> <span class="n">x</span><span class="p">[:</span><span class="o">-</span><span class="n">i</span><span class="p">])</span> <span class="o">/</span> <span class="n">df</span>
+
+        <span class="n">oss</span> <span class="o">=</span> <span class="n">_cov_jit</span><span class="p">(</span><span class="n">df</span><span class="p">,</span> <span class="n">k</span><span class="p">,</span> <span class="n">num_weights</span><span class="p">,</span> <span class="n">w</span><span class="p">,</span> <span class="n">x</span><span class="p">)</span>
 
         <span class="n">labels</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_x_orig</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_x_orig</span><span class="p">,</span> <span class="n">DataFrame</span><span class="p">)</span> <span class="k">else</span> <span class="kc">None</span>
         <span class="k">return</span> <span class="n">CovarianceEstimate</span><span class="p">(</span><span class="n">sr</span><span class="p">,</span> <span class="n">oss</span><span class="p">,</span> <span class="n">labels</span><span class="p">)</span>
@@ -1184,7 +1194,7 @@ <h1>Source code for arch.covariance.kernel</h1><div class="highlight"><pre>
     <script id="__config" type="application/json">{"base": "../../..", "features": [], "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.config.lang": "en", "search.config.pipeline": "trimmer, stopWordFilter", "search.config.separator": "[\\s\\-]+", "search.placeholder": "Search", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version.title": "Select version"}, "version": {"provider": "mike", "staticVersions": [{"aliases": [], "title": "Release", "version": "https://bashtage.github.io/arch/"}, {"aliases": [], "title": "Development", "version": "https://bashtage.github.io/arch/devel/"}, {"aliases": [], "title": "RTD (Release)", "version": "https://arch.readthedocs.io/"}], "versionPath": null}}</script>
 
 
-        <script src="../../../_static/sphinx_immaterial_theme.1b5b7a2d5891aec19.min.js?v=1e7b0789"></script>
+        <script src="../../../_static/sphinx_immaterial_theme.f9d9eeeb247ace16c.min.js?v=8ec58cb5"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
 
   </body>