From bd01dff2daf4eb6225f3dfc457c8860f23d58b7e Mon Sep 17 00:00:00 2001
From: ryanSoley <ryanSoley@users.noreply.github.com>
Date: Tue, 1 Oct 2024 20:17:08 +0000
Subject: [PATCH] =?UTF-8?q?Deploying=20to=20gh-pages=20from=20@=20capitalo?=
 =?UTF-8?q?ne/rubicon-ml@39743e984df3f3ba1d8d42676a69d50f5e546a21=20?=
 =?UTF-8?q?=F0=9F=9A=80?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .buildinfo                                    |   2 +-
 api_reference.html                            |  21 ++++++++++++------
 contribute-schema.html                        |   6 ++---
 contributing.html                             |   6 ++---
 faqs.html                                     |   6 ++---
 genindex.html                                 |   6 ++---
 glossary.html                                 |   6 ++---
 index.html                                    |   6 ++---
 integrations/integration-git.html             |   6 ++---
 .../integration-prefect-workflows.html        |   6 ++---
 integrations/integration-sklearn.html         |   6 ++---
 logging-examples/log-with-schema.html         |   6 ++---
 logging-examples/logging-concurrently.html    |   6 ++---
 .../logging-experiment-failures.html          |   6 ++---
 logging-examples/logging-feature-plots.html   |   6 ++---
 logging-examples/logging-plots.html           |   6 ++---
 .../logging-training-metadata.html            |   6 ++---
 .../manage-experiment-relationships.html      |   6 ++---
 logging-examples/multiple-backend.html        |   6 ++---
 logging-examples/register-custom-schema.html  |   6 ++---
 logging-examples/rubiconJSON-querying.html    |   6 ++---
 logging-examples/set-schema.html              |   6 ++---
 logging-examples/tagging.html                 |   6 ++---
 .../visualizing-logged-dataframes.html        |   6 ++---
 objects.inv                                   | Bin 7839 -> 7839 bytes
 py-modindex.html                              |   6 ++---
 quick-look/logging-experiments.html           |   6 ++---
 quick-look/sharing-experiments.html           |   6 ++---
 quick-look/visualizing-experiments.html       |   6 ++---
 schema-representation.html                    |   6 ++---
 search.html                                   |   6 ++---
 searchindex.js                                |   2 +-
 tutorials/failure-modes.html                  |   6 ++---
 visualizations.html                           |   6 ++---
 visualizations/dashboard.html                 |   6 ++---
 visualizations/dataframe-plot.html            |   6 ++---
 visualizations/experiments-table.html         |   6 ++---
 visualizations/metric-correlation-plot.html   |   6 ++---
 visualizations/metric-lists-comparisons.html  |   6 ++---
 39 files changed, 121 insertions(+), 114 deletions(-)

diff --git a/.buildinfo b/.buildinfo
index 9628b9ba..0685a894 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: 478ca16caa7a7948a23f1906ede9830d
+config: 4ba53dfeee1f301875baebfea29eef66
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/api_reference.html b/api_reference.html
index a4f55c82..aa41ce26 100644
--- a/api_reference.html
+++ b/api_reference.html
@@ -6,7 +6,7 @@
 <link rel="index" title="Index" href="genindex.html" /><link rel="search" title="Search" href="search.html" /><link rel="next" title="Representing model metadata with a schema" href="schema-representation.html" /><link rel="prev" title="FAQs" href="faqs.html" />
 
     <link rel="shortcut icon" href="_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>API Reference - rubicon-ml v0.10.0</title>
+        <title>API Reference - rubicon-ml v0.10.1</title>
       <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=a746c00c" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo.css?v=354aac6f" />
     <link rel="stylesheet" type="text/css" href="_static/copybutton.css?v=76b2166b" />
@@ -168,7 +168,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.0</div></div></a>
+      <a href="index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.1</div></div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -196,7 +196,7 @@
     <img class="sidebar-logo only-dark" src="_static/images/rubicon_ml_logo_only.svg" alt="Dark Logo"/>
   </div>
   
-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
+  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.1</div></span>
   
 </a><form class="sidebar-search-container" method="get" action="search.html" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
@@ -933,7 +933,7 @@ <h2>Rubicon<a class="headerlink" href="#rubicon" title="Link to this heading">¶
 
 <dl class="py method">
 <dt class="sig sig-object py" id="rubicon_ml.Project.log_h2o_model">
-<span class="sig-name descname"><span class="pre">log_h2o_model</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">h2o_model</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">artifact_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">export_cross_validation_predictions</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">log_artifact_kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#rubicon_ml.Artifact" title="rubicon_ml.Artifact"><span class="pre">Artifact</span></a></span></span><a class="headerlink" href="#rubicon_ml.Project.log_h2o_model" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">log_h2o_model</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">h2o_model</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">artifact_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">export_cross_validation_predictions</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_mojo</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">log_artifact_kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#rubicon_ml.Artifact" title="rubicon_ml.Artifact"><span class="pre">Artifact</span></a></span></span><a class="headerlink" href="#rubicon_ml.Project.log_h2o_model" title="Link to this definition">¶</a></dt>
 <dd><p>Log an <cite>h2o</cite> model as an artifact using <cite>h2o.save_model</cite>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -944,6 +944,9 @@ <h2>Rubicon<a class="headerlink" href="#rubicon" title="Link to this heading">¶
 </dd>
 <dt><strong>export_cross_validation_predictions: bool, optional (default False)</strong></dt><dd><p>Passed directly to <cite>h2o.save_model</cite>.</p>
 </dd>
+<dt><strong>use_mojo: bool, optional (default False)</strong></dt><dd><p>Whether to log the model in MOJO format. If False, the model will be
+logged in binary format.</p>
+</dd>
 <dt><strong>log_artifact_kwargs</strong><span class="classifier">dict</span></dt><dd><p>Additional kwargs to be passed directly to <cite>self.log_artifact</cite>.</p>
 </dd>
 </dl>
@@ -1565,7 +1568,7 @@ <h2>Rubicon<a class="headerlink" href="#rubicon" title="Link to this heading">¶
 
 <dl class="py method">
 <dt class="sig sig-object py" id="rubicon_ml.Experiment.log_h2o_model">
-<span class="sig-name descname"><span class="pre">log_h2o_model</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">h2o_model</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">artifact_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">export_cross_validation_predictions</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">log_artifact_kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#rubicon_ml.Artifact" title="rubicon_ml.Artifact"><span class="pre">Artifact</span></a></span></span><a class="headerlink" href="#rubicon_ml.Experiment.log_h2o_model" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">log_h2o_model</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">h2o_model</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">artifact_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">export_cross_validation_predictions</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_mojo</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">log_artifact_kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#rubicon_ml.Artifact" title="rubicon_ml.Artifact"><span class="pre">Artifact</span></a></span></span><a class="headerlink" href="#rubicon_ml.Experiment.log_h2o_model" title="Link to this definition">¶</a></dt>
 <dd><p>Log an <cite>h2o</cite> model as an artifact using <cite>h2o.save_model</cite>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -1576,6 +1579,9 @@ <h2>Rubicon<a class="headerlink" href="#rubicon" title="Link to this heading">¶
 </dd>
 <dt><strong>export_cross_validation_predictions: bool, optional (default False)</strong></dt><dd><p>Passed directly to <cite>h2o.save_model</cite>.</p>
 </dd>
+<dt><strong>use_mojo: bool, optional (default False)</strong></dt><dd><p>Whether to log the model in MOJO format. If False, the model will be
+logged in binary format.</p>
+</dd>
 <dt><strong>log_artifact_kwargs</strong><span class="classifier">dict</span></dt><dd><p>Additional kwargs to be passed directly to <cite>self.log_artifact</cite>.</p>
 </dd>
 </dl>
@@ -2637,7 +2643,7 @@ <h2>Rubicon<a class="headerlink" href="#rubicon" title="Link to this heading">¶
 
 <dl class="py method">
 <dt class="sig sig-object py" id="rubicon_ml.Artifact.get_data">
-<span class="sig-name descname"><span class="pre">get_data</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deserialize</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Literal</span><span class="p"><span class="pre">[</span></span><span class="s"><span class="pre">'h2o'</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="s"><span class="pre">'pickle'</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="s"><span class="pre">'xgboost'</span></span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">unpickle</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#rubicon_ml.Artifact.get_data" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">get_data</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deserialize</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Literal</span><span class="p"><span class="pre">[</span></span><span class="s"><span class="pre">'h2o'</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="s"><span class="pre">'h2o_binary'</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="s"><span class="pre">'h2o_mojo'</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="s"><span class="pre">'pickle'</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="s"><span class="pre">'xgboost'</span></span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">unpickle</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#rubicon_ml.Artifact.get_data" title="Link to this definition">¶</a></dt>
 <dd><p>Loads the data associated with this artifact and
 unpickles if needed.</p>
 <dl class="field-list simple">
@@ -2645,7 +2651,8 @@ <h2>Rubicon<a class="headerlink" href="#rubicon" title="Link to this heading">¶
 <dd class="field-odd"><dl class="simple">
 <dt><strong>deseralize</strong><span class="classifier">str, optional</span></dt><dd><p>Method to use to deseralize this artifact’s data.
 * None to disable deseralization and return the raw data.
-* “h2o” to use <cite>h2o.load_model</cite> to load the data.
+* “h2o” or “h2o_binary” to use <cite>h2o.load_model</cite> to load the data.
+* “h2o_mojo” to use <cite>h2o.import_mojo</cite> to load the data.
 * “pickle” to use pickles to load the data.
 * “xgboost” to use xgboost’s JSON loader to load the data as a fitted model.
 Defaults to None.</p>
diff --git a/contribute-schema.html b/contribute-schema.html
index d894736c..f37419c0 100644
--- a/contribute-schema.html
+++ b/contribute-schema.html
@@ -6,7 +6,7 @@
 <link rel="index" title="Index" href="genindex.html" /><link rel="search" title="Search" href="search.html" /><link rel="prev" title="Contributing" href="contributing.html" />
 
     <link rel="shortcut icon" href="_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Contribute a schema - rubicon-ml v0.10.0</title>
+        <title>Contribute a schema - rubicon-ml v0.10.1</title>
       <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=a746c00c" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo.css?v=354aac6f" />
     <link rel="stylesheet" type="text/css" href="_static/copybutton.css?v=76b2166b" />
@@ -168,7 +168,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.0</div></div></a>
+      <a href="index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.1</div></div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -196,7 +196,7 @@
     <img class="sidebar-logo only-dark" src="_static/images/rubicon_ml_logo_only.svg" alt="Dark Logo"/>
   </div>
   
-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
+  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.1</div></span>
   
 </a><form class="sidebar-search-container" method="get" action="search.html" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/contributing.html b/contributing.html
index 42dd2144..32f4d37e 100644
--- a/contributing.html
+++ b/contributing.html
@@ -6,7 +6,7 @@
 <link rel="index" title="Index" href="genindex.html" /><link rel="search" title="Search" href="search.html" /><link rel="next" title="Contribute a schema" href="contribute-schema.html" /><link rel="prev" title="Representing model metadata with a schema" href="schema-representation.html" />
 
     <link rel="shortcut icon" href="_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Contributing - rubicon-ml v0.10.0</title>
+        <title>Contributing - rubicon-ml v0.10.1</title>
       <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=a746c00c" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo.css?v=354aac6f" />
     <link rel="stylesheet" type="text/css" href="_static/copybutton.css?v=76b2166b" />
@@ -168,7 +168,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.0</div></div></a>
+      <a href="index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.1</div></div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -196,7 +196,7 @@
     <img class="sidebar-logo only-dark" src="_static/images/rubicon_ml_logo_only.svg" alt="Dark Logo"/>
   </div>
   
-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
+  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.1</div></span>
   
 </a><form class="sidebar-search-container" method="get" action="search.html" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/faqs.html b/faqs.html
index 158d07ff..75758480 100644
--- a/faqs.html
+++ b/faqs.html
@@ -6,7 +6,7 @@
 <link rel="index" title="Index" href="genindex.html" /><link rel="search" title="Search" href="search.html" /><link rel="next" title="API Reference" href="api_reference.html" /><link rel="prev" title="Glossary" href="glossary.html" />
 
     <link rel="shortcut icon" href="_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>FAQs - rubicon-ml v0.10.0</title>
+        <title>FAQs - rubicon-ml v0.10.1</title>
       <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=a746c00c" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo.css?v=354aac6f" />
     <link rel="stylesheet" type="text/css" href="_static/copybutton.css?v=76b2166b" />
@@ -168,7 +168,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.0</div></div></a>
+      <a href="index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.1</div></div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -196,7 +196,7 @@
     <img class="sidebar-logo only-dark" src="_static/images/rubicon_ml_logo_only.svg" alt="Dark Logo"/>
   </div>
   
-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
+  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.1</div></span>
   
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index 934fb7ea..0eba592c 100644
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+    <link rel="shortcut icon" href="_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 --><title>Index - rubicon-ml v0.10.1</title>
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diff --git a/glossary.html b/glossary.html
index 12e9f9f6..3a2465ba 100644
--- a/glossary.html
+++ b/glossary.html
@@ -6,7 +6,7 @@
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diff --git a/index.html b/index.html
index c350f997..8729a70b 100644
--- a/index.html
+++ b/index.html
@@ -6,7 +6,7 @@
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-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
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index c571160f..f326c423 100644
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     <link rel="shortcut icon" href="../_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Integrate with Git - rubicon-ml v0.10.0</title>
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-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
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index e32ca5cf..73a09995 100644
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     <link rel="shortcut icon" href="../_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Integrate with Prefect - rubicon-ml v0.10.0</title>
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diff --git a/integrations/integration-sklearn.html b/integrations/integration-sklearn.html
index c6caebde..dd12b80c 100644
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     <link rel="shortcut icon" href="../_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Integrate with Scikit-learn - rubicon-ml v0.10.0</title>
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diff --git a/logging-examples/log-with-schema.html b/logging-examples/log-with-schema.html
index 0ef63203..89da1143 100644
--- a/logging-examples/log-with-schema.html
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     <link rel="shortcut icon" href="../_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Logging with a schema - rubicon-ml v0.10.0</title>
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diff --git a/logging-examples/logging-concurrently.html b/logging-examples/logging-concurrently.html
index ba7b5085..984f21a8 100644
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     <link rel="shortcut icon" href="../_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Logging Concurrently - rubicon-ml v0.10.0</title>
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index 78d8025f..f66ec1d9 100644
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     <link rel="shortcut icon" href="../_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Distinguish Failed Experiments - rubicon-ml v0.10.0</title>
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       <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=a746c00c" />
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diff --git a/logging-examples/logging-feature-plots.html b/logging-examples/logging-feature-plots.html
index d52de06b..59e8bec3 100644
--- a/logging-examples/logging-feature-plots.html
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     <link rel="shortcut icon" href="../_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Link Plots to Features - rubicon-ml v0.10.0</title>
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diff --git a/logging-examples/logging-plots.html b/logging-examples/logging-plots.html
index 09056b85..7a7e7980 100644
--- a/logging-examples/logging-plots.html
+++ b/logging-examples/logging-plots.html
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     <link rel="shortcut icon" href="../_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Logging Plots as PNGs - rubicon-ml v0.10.0</title>
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-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
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diff --git a/logging-examples/logging-training-metadata.html b/logging-examples/logging-training-metadata.html
index 76a56524..b7aa6ff9 100644
--- a/logging-examples/logging-training-metadata.html
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     <link rel="shortcut icon" href="../_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Logging Training Metadata - rubicon-ml v0.10.0</title>
+        <title>Logging Training Metadata - rubicon-ml v0.10.1</title>
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     <link rel="stylesheet" type="text/css" href="../_static/copybutton.css?v=76b2166b" />
@@ -169,7 +169,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.0</div></div></a>
+      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.1</div></div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -197,7 +197,7 @@
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   </div>
   
-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
+  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.1</div></span>
   
 </a><form class="sidebar-search-container" method="get" action="../search.html" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/logging-examples/manage-experiment-relationships.html b/logging-examples/manage-experiment-relationships.html
index c1c8983e..1d439f35 100644
--- a/logging-examples/manage-experiment-relationships.html
+++ b/logging-examples/manage-experiment-relationships.html
@@ -6,7 +6,7 @@
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     <link rel="shortcut icon" href="../_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Manage Experiment Relationships - rubicon-ml v0.10.0</title>
+        <title>Manage Experiment Relationships - rubicon-ml v0.10.1</title>
       <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=a746c00c" />
     <link rel="stylesheet" type="text/css" href="../_static/styles/furo.css?v=354aac6f" />
     <link rel="stylesheet" type="text/css" href="../_static/copybutton.css?v=76b2166b" />
@@ -169,7 +169,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.0</div></div></a>
+      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.1</div></div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -197,7 +197,7 @@
     <img class="sidebar-logo only-dark" src="../_static/images/rubicon_ml_logo_only.svg" alt="Dark Logo"/>
   </div>
   
-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
+  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.1</div></span>
   
 </a><form class="sidebar-search-container" method="get" action="../search.html" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/logging-examples/multiple-backend.html b/logging-examples/multiple-backend.html
index d7caccb4..e0d41432 100644
--- a/logging-examples/multiple-backend.html
+++ b/logging-examples/multiple-backend.html
@@ -6,7 +6,7 @@
 <link rel="index" title="Index" href="../genindex.html" /><link rel="search" title="Search" href="../search.html" /><link rel="next" title="Manage Experiment Relationships" href="manage-experiment-relationships.html" /><link rel="prev" title="Link Plots to Features" href="logging-feature-plots.html" />
 
     <link rel="shortcut icon" href="../_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Log with Multiple Backends - rubicon-ml v0.10.0</title>
+        <title>Log with Multiple Backends - rubicon-ml v0.10.1</title>
       <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=a746c00c" />
     <link rel="stylesheet" type="text/css" href="../_static/styles/furo.css?v=354aac6f" />
     <link rel="stylesheet" type="text/css" href="../_static/copybutton.css?v=76b2166b" />
@@ -169,7 +169,7 @@
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     </div>
     <div class="header-center">
-      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.0</div></div></a>
+      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.1</div></div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -197,7 +197,7 @@
     <img class="sidebar-logo only-dark" src="../_static/images/rubicon_ml_logo_only.svg" alt="Dark Logo"/>
   </div>
   
-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
+  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.1</div></span>
   
 </a><form class="sidebar-search-container" method="get" action="../search.html" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/logging-examples/register-custom-schema.html b/logging-examples/register-custom-schema.html
index 3bb4d6d2..c6936f32 100644
--- a/logging-examples/register-custom-schema.html
+++ b/logging-examples/register-custom-schema.html
@@ -6,7 +6,7 @@
 <link rel="index" title="Index" href="../genindex.html" /><link rel="search" title="Search" href="../search.html" /><link rel="next" title="Set a schema on a project" href="set-schema.html" /><link rel="prev" title="Manage Experiment Relationships" href="manage-experiment-relationships.html" />
 
     <link rel="shortcut icon" href="../_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Register a custom schema - rubicon-ml v0.10.0</title>
+        <title>Register a custom schema - rubicon-ml v0.10.1</title>
       <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=a746c00c" />
     <link rel="stylesheet" type="text/css" href="../_static/styles/furo.css?v=354aac6f" />
     <link rel="stylesheet" type="text/css" href="../_static/copybutton.css?v=76b2166b" />
@@ -169,7 +169,7 @@
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     </div>
     <div class="header-center">
-      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.0</div></div></a>
+      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.1</div></div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -197,7 +197,7 @@
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   </div>
   
-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
+  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.1</div></span>
   
 </a><form class="sidebar-search-container" method="get" action="../search.html" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/logging-examples/rubiconJSON-querying.html b/logging-examples/rubiconJSON-querying.html
index 518ee0b4..311934a0 100644
--- a/logging-examples/rubiconJSON-querying.html
+++ b/logging-examples/rubiconJSON-querying.html
@@ -6,7 +6,7 @@
 <link rel="index" title="Index" href="../genindex.html" /><link rel="search" title="Search" href="../search.html" /><link rel="next" title="Visualizations" href="../visualizations.html" /><link rel="prev" title="Tagging" href="tagging.html" />
 
     <link rel="shortcut icon" href="../_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Query projects &amp; experiments with RubiconJSON - rubicon-ml v0.10.0</title>
+        <title>Query projects &amp; experiments with RubiconJSON - rubicon-ml v0.10.1</title>
       <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=a746c00c" />
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@@ -169,7 +169,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.0</div></div></a>
+      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.1</div></div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -197,7 +197,7 @@
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   </div>
   
-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
+  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.1</div></span>
   
 </a><form class="sidebar-search-container" method="get" action="../search.html" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/logging-examples/set-schema.html b/logging-examples/set-schema.html
index b8755724..d7c2042b 100644
--- a/logging-examples/set-schema.html
+++ b/logging-examples/set-schema.html
@@ -6,7 +6,7 @@
 <link rel="index" title="Index" href="../genindex.html" /><link rel="search" title="Search" href="../search.html" /><link rel="next" title="Visualize Logged Dataframes" href="visualizing-logged-dataframes.html" /><link rel="prev" title="Register a custom schema" href="register-custom-schema.html" />
 
     <link rel="shortcut icon" href="../_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Set a schema on a project - rubicon-ml v0.10.0</title>
+        <title>Set a schema on a project - rubicon-ml v0.10.1</title>
       <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=a746c00c" />
     <link rel="stylesheet" type="text/css" href="../_static/styles/furo.css?v=354aac6f" />
     <link rel="stylesheet" type="text/css" href="../_static/copybutton.css?v=76b2166b" />
@@ -169,7 +169,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.0</div></div></a>
+      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.1</div></div></a>
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     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -197,7 +197,7 @@
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   </div>
   
-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
+  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.1</div></span>
   
 </a><form class="sidebar-search-container" method="get" action="../search.html" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/logging-examples/tagging.html b/logging-examples/tagging.html
index 02beffbd..9759f3c6 100644
--- a/logging-examples/tagging.html
+++ b/logging-examples/tagging.html
@@ -6,7 +6,7 @@
 <link rel="index" title="Index" href="../genindex.html" /><link rel="search" title="Search" href="../search.html" /><link rel="next" title="Query projects &amp; experiments with RubiconJSON" href="rubiconJSON-querying.html" /><link rel="prev" title="Logging with a schema" href="log-with-schema.html" />
 
     <link rel="shortcut icon" href="../_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Tagging - rubicon-ml v0.10.0</title>
+        <title>Tagging - rubicon-ml v0.10.1</title>
       <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=a746c00c" />
     <link rel="stylesheet" type="text/css" href="../_static/styles/furo.css?v=354aac6f" />
     <link rel="stylesheet" type="text/css" href="../_static/copybutton.css?v=76b2166b" />
@@ -169,7 +169,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.0</div></div></a>
+      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.1</div></div></a>
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     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -197,7 +197,7 @@
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   </div>
   
-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
+  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.1</div></span>
   
 </a><form class="sidebar-search-container" method="get" action="../search.html" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/logging-examples/visualizing-logged-dataframes.html b/logging-examples/visualizing-logged-dataframes.html
index f734e1cd..c9f0cb2d 100644
--- a/logging-examples/visualizing-logged-dataframes.html
+++ b/logging-examples/visualizing-logged-dataframes.html
@@ -6,7 +6,7 @@
 <link rel="index" title="Index" href="../genindex.html" /><link rel="search" title="Search" href="../search.html" /><link rel="next" title="Glossary" href="../glossary.html" /><link rel="prev" title="Set a schema on a project" href="set-schema.html" />
 
     <link rel="shortcut icon" href="../_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Visualize Logged Dataframes - rubicon-ml v0.10.0</title>
+        <title>Visualize Logged Dataframes - rubicon-ml v0.10.1</title>
       <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=a746c00c" />
     <link rel="stylesheet" type="text/css" href="../_static/styles/furo.css?v=354aac6f" />
     <link rel="stylesheet" type="text/css" href="../_static/copybutton.css?v=76b2166b" />
@@ -169,7 +169,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.0</div></div></a>
+      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.1</div></div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -197,7 +197,7 @@
     <img class="sidebar-logo only-dark" src="../_static/images/rubicon_ml_logo_only.svg" alt="Dark Logo"/>
   </div>
   
-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
+  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.1</div></span>
   
 </a><form class="sidebar-search-container" method="get" action="../search.html" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/objects.inv b/objects.inv
index e9bb85f026398b8fb7b0f5eb6e57756a4dcb3e9c..b9ac463a1a05ade16df61589f7f53c43a18d7b8d 100644
GIT binary patch
delta 12
TcmbPlJKuJKGo#@~muNWv9xend

delta 12
TcmbPlJKuJKGo!&qmuNWv9w`JX

diff --git a/py-modindex.html b/py-modindex.html
index 2da031d6..cdfe3a03 100644
--- a/py-modindex.html
+++ b/py-modindex.html
@@ -4,7 +4,7 @@
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><link rel="index" title="Index" href="genindex.html" /><link rel="search" title="Search" href="search.html" />
 
-    <link rel="shortcut icon" href="_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 --><title>Python Module Index - rubicon-ml v0.10.0</title>
+    <link rel="shortcut icon" href="_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 --><title>Python Module Index - rubicon-ml v0.10.1</title>
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     <link rel="stylesheet" type="text/css" href="_static/copybutton.css?v=76b2166b" />
@@ -166,7 +166,7 @@
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     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.0</div></div></a>
+      <a href="index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.1</div></div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -194,7 +194,7 @@
     <img class="sidebar-logo only-dark" src="_static/images/rubicon_ml_logo_only.svg" alt="Dark Logo"/>
   </div>
   
-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
+  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.1</div></span>
   
 </a><form class="sidebar-search-container" method="get" action="search.html" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/quick-look/logging-experiments.html b/quick-look/logging-experiments.html
index aac1df0d..7bede30e 100644
--- a/quick-look/logging-experiments.html
+++ b/quick-look/logging-experiments.html
@@ -6,7 +6,7 @@
 <link rel="index" title="Index" href="../genindex.html" /><link rel="search" title="Search" href="../search.html" /><link rel="next" title="Sharing Experiments" href="sharing-experiments.html" /><link rel="prev" title="Welcome to the rubicon-ml Docs!" href="../index.html" />
 
     <link rel="shortcut icon" href="../_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Logging Experiments - rubicon-ml v0.10.0</title>
+        <title>Logging Experiments - rubicon-ml v0.10.1</title>
       <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=a746c00c" />
     <link rel="stylesheet" type="text/css" href="../_static/styles/furo.css?v=354aac6f" />
     <link rel="stylesheet" type="text/css" href="../_static/copybutton.css?v=76b2166b" />
@@ -169,7 +169,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.0</div></div></a>
+      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.1</div></div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -197,7 +197,7 @@
     <img class="sidebar-logo only-dark" src="../_static/images/rubicon_ml_logo_only.svg" alt="Dark Logo"/>
   </div>
   
-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
+  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.1</div></span>
   
 </a><form class="sidebar-search-container" method="get" action="../search.html" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/quick-look/sharing-experiments.html b/quick-look/sharing-experiments.html
index 6465fbe1..de15156c 100644
--- a/quick-look/sharing-experiments.html
+++ b/quick-look/sharing-experiments.html
@@ -6,7 +6,7 @@
 <link rel="index" title="Index" href="../genindex.html" /><link rel="search" title="Search" href="../search.html" /><link rel="next" title="Visualizing Experiments" href="visualizing-experiments.html" /><link rel="prev" title="Logging Experiments" href="logging-experiments.html" />
 
     <link rel="shortcut icon" href="../_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Sharing Experiments - rubicon-ml v0.10.0</title>
+        <title>Sharing Experiments - rubicon-ml v0.10.1</title>
       <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=a746c00c" />
     <link rel="stylesheet" type="text/css" href="../_static/styles/furo.css?v=354aac6f" />
     <link rel="stylesheet" type="text/css" href="../_static/copybutton.css?v=76b2166b" />
@@ -169,7 +169,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.0</div></div></a>
+      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.1</div></div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -197,7 +197,7 @@
     <img class="sidebar-logo only-dark" src="../_static/images/rubicon_ml_logo_only.svg" alt="Dark Logo"/>
   </div>
   
-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
+  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.1</div></span>
   
 </a><form class="sidebar-search-container" method="get" action="../search.html" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/quick-look/visualizing-experiments.html b/quick-look/visualizing-experiments.html
index 49e4577b..e2ccfc4d 100644
--- a/quick-look/visualizing-experiments.html
+++ b/quick-look/visualizing-experiments.html
@@ -6,7 +6,7 @@
 <link rel="index" title="Index" href="../genindex.html" /><link rel="search" title="Search" href="../search.html" /><link rel="next" title="Ignoring Exceptions with Failure Modes" href="../tutorials/failure-modes.html" /><link rel="prev" title="Sharing Experiments" href="sharing-experiments.html" />
 
     <link rel="shortcut icon" href="../_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Visualizing Experiments - rubicon-ml v0.10.0</title>
+        <title>Visualizing Experiments - rubicon-ml v0.10.1</title>
       <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=a746c00c" />
     <link rel="stylesheet" type="text/css" href="../_static/styles/furo.css?v=354aac6f" />
     <link rel="stylesheet" type="text/css" href="../_static/copybutton.css?v=76b2166b" />
@@ -169,7 +169,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.0</div></div></a>
+      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.1</div></div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -197,7 +197,7 @@
     <img class="sidebar-logo only-dark" src="../_static/images/rubicon_ml_logo_only.svg" alt="Dark Logo"/>
   </div>
   
-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
+  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.1</div></span>
   
 </a><form class="sidebar-search-container" method="get" action="../search.html" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/schema-representation.html b/schema-representation.html
index 3d30094a..867b55fa 100644
--- a/schema-representation.html
+++ b/schema-representation.html
@@ -6,7 +6,7 @@
 <link rel="index" title="Index" href="genindex.html" /><link rel="search" title="Search" href="search.html" /><link rel="next" title="Contributing" href="contributing.html" /><link rel="prev" title="API Reference" href="api_reference.html" />
 
     <link rel="shortcut icon" href="_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Representing model metadata with a schema - rubicon-ml v0.10.0</title>
+        <title>Representing model metadata with a schema - rubicon-ml v0.10.1</title>
       <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=a746c00c" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo.css?v=354aac6f" />
     <link rel="stylesheet" type="text/css" href="_static/copybutton.css?v=76b2166b" />
@@ -168,7 +168,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.0</div></div></a>
+      <a href="index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.1</div></div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -196,7 +196,7 @@
     <img class="sidebar-logo only-dark" src="_static/images/rubicon_ml_logo_only.svg" alt="Dark Logo"/>
   </div>
   
-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
+  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.1</div></span>
   
 </a><form class="sidebar-search-container" method="get" action="search.html" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/search.html b/search.html
index cafd59a1..aa9443b7 100644
--- a/search.html
+++ b/search.html
@@ -7,7 +7,7 @@
 
     <link rel="shortcut icon" href="_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
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-<title>Search - <div class='version'>rubicon-ml v0.10.0</div></title><link rel="stylesheet" type="text/css" href="_static/pygments.css?v=a746c00c" />
+<title>Search - <div class='version'>rubicon-ml v0.10.1</div></title><link rel="stylesheet" type="text/css" href="_static/pygments.css?v=a746c00c" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo.css?v=354aac6f" />
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     <link rel="stylesheet" type="text/css" href="_static/styles/furo-extensions.css?v=302659d7" />
@@ -168,7 +168,7 @@
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     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.0</div></div></a>
+      <a href="index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.1</div></div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -196,7 +196,7 @@
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-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
+  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.1</div></span>
   
 </a><form class="sidebar-search-container" method="get" action="#" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/searchindex.js b/searchindex.js
index 9ea89b6d..75d724ef 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
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diff --git a/tutorials/failure-modes.html b/tutorials/failure-modes.html
index d7c7f4aa..413e336b 100644
--- a/tutorials/failure-modes.html
+++ b/tutorials/failure-modes.html
@@ -6,7 +6,7 @@
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     <link rel="shortcut icon" href="../_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Ignoring Exceptions with Failure Modes - rubicon-ml v0.10.0</title>
+        <title>Ignoring Exceptions with Failure Modes - rubicon-ml v0.10.1</title>
       <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=a746c00c" />
     <link rel="stylesheet" type="text/css" href="../_static/styles/furo.css?v=354aac6f" />
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@@ -169,7 +169,7 @@
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     </div>
     <div class="header-center">
-      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.0</div></div></a>
+      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.1</div></div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -197,7 +197,7 @@
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   </div>
   
-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
+  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.1</div></span>
   
 </a><form class="sidebar-search-container" method="get" action="../search.html" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/visualizations.html b/visualizations.html
index 7e9f4fc5..4691972f 100644
--- a/visualizations.html
+++ b/visualizations.html
@@ -6,7 +6,7 @@
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     <link rel="shortcut icon" href="_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Visualizations - rubicon-ml v0.10.0</title>
+        <title>Visualizations - rubicon-ml v0.10.1</title>
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     <link rel="stylesheet" type="text/css" href="_static/styles/furo.css?v=354aac6f" />
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@@ -168,7 +168,7 @@
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     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.0</div></div></a>
+      <a href="index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.1</div></div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -196,7 +196,7 @@
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   </div>
   
-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
+  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.1</div></span>
   
 </a><form class="sidebar-search-container" method="get" action="search.html" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/visualizations/dashboard.html b/visualizations/dashboard.html
index e78d66ed..b7bd5d89 100644
--- a/visualizations/dashboard.html
+++ b/visualizations/dashboard.html
@@ -6,7 +6,7 @@
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     <link rel="shortcut icon" href="../_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Dashboard - rubicon-ml v0.10.0</title>
+        <title>Dashboard - rubicon-ml v0.10.1</title>
       <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=a746c00c" />
     <link rel="stylesheet" type="text/css" href="../_static/styles/furo.css?v=354aac6f" />
     <link rel="stylesheet" type="text/css" href="../_static/copybutton.css?v=76b2166b" />
@@ -169,7 +169,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.0</div></div></a>
+      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.1</div></div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -197,7 +197,7 @@
     <img class="sidebar-logo only-dark" src="../_static/images/rubicon_ml_logo_only.svg" alt="Dark Logo"/>
   </div>
   
-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
+  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.1</div></span>
   
 </a><form class="sidebar-search-container" method="get" action="../search.html" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/visualizations/dataframe-plot.html b/visualizations/dataframe-plot.html
index 73f6b5e6..5f3c40a8 100644
--- a/visualizations/dataframe-plot.html
+++ b/visualizations/dataframe-plot.html
@@ -6,7 +6,7 @@
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     <link rel="shortcut icon" href="../_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Dataframe Plot - rubicon-ml v0.10.0</title>
+        <title>Dataframe Plot - rubicon-ml v0.10.1</title>
       <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=a746c00c" />
     <link rel="stylesheet" type="text/css" href="../_static/styles/furo.css?v=354aac6f" />
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@@ -169,7 +169,7 @@
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-      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.0</div></div></a>
+      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.1</div></div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -197,7 +197,7 @@
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   </div>
   
-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
+  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.1</div></span>
   
 </a><form class="sidebar-search-container" method="get" action="../search.html" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/visualizations/experiments-table.html b/visualizations/experiments-table.html
index 13f2e4f7..9109d349 100644
--- a/visualizations/experiments-table.html
+++ b/visualizations/experiments-table.html
@@ -6,7 +6,7 @@
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     <link rel="shortcut icon" href="../_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Experiments Table - rubicon-ml v0.10.0</title>
+        <title>Experiments Table - rubicon-ml v0.10.1</title>
       <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=a746c00c" />
     <link rel="stylesheet" type="text/css" href="../_static/styles/furo.css?v=354aac6f" />
     <link rel="stylesheet" type="text/css" href="../_static/copybutton.css?v=76b2166b" />
@@ -169,7 +169,7 @@
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     </div>
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-      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.0</div></div></a>
+      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.1</div></div></a>
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     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -197,7 +197,7 @@
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   </div>
   
-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
+  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.1</div></span>
   
 </a><form class="sidebar-search-container" method="get" action="../search.html" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/visualizations/metric-correlation-plot.html b/visualizations/metric-correlation-plot.html
index 9f3acaef..974d5dbb 100644
--- a/visualizations/metric-correlation-plot.html
+++ b/visualizations/metric-correlation-plot.html
@@ -6,7 +6,7 @@
 <link rel="index" title="Index" href="../genindex.html" /><link rel="search" title="Search" href="../search.html" /><link rel="next" title="Metric Lists Comparison" href="metric-lists-comparisons.html" /><link rel="prev" title="Experiments Table" href="experiments-table.html" />
 
     <link rel="shortcut icon" href="../_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Metric Correlation Plot - rubicon-ml v0.10.0</title>
+        <title>Metric Correlation Plot - rubicon-ml v0.10.1</title>
       <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=a746c00c" />
     <link rel="stylesheet" type="text/css" href="../_static/styles/furo.css?v=354aac6f" />
     <link rel="stylesheet" type="text/css" href="../_static/copybutton.css?v=76b2166b" />
@@ -169,7 +169,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.0</div></div></a>
+      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.1</div></div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -197,7 +197,7 @@
     <img class="sidebar-logo only-dark" src="../_static/images/rubicon_ml_logo_only.svg" alt="Dark Logo"/>
   </div>
   
-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
+  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.1</div></span>
   
 </a><form class="sidebar-search-container" method="get" action="../search.html" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/visualizations/metric-lists-comparisons.html b/visualizations/metric-lists-comparisons.html
index 379cd4b0..80913a48 100644
--- a/visualizations/metric-lists-comparisons.html
+++ b/visualizations/metric-lists-comparisons.html
@@ -6,7 +6,7 @@
 <link rel="index" title="Index" href="../genindex.html" /><link rel="search" title="Search" href="../search.html" /><link rel="next" title="Dashboard" href="dashboard.html" /><link rel="prev" title="Metric Correlation Plot" href="metric-correlation-plot.html" />
 
     <link rel="shortcut icon" href="../_static/rubicon_ml_logo_favicon.png"/><!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
-        <title>Metric Lists Comparison - rubicon-ml v0.10.0</title>
+        <title>Metric Lists Comparison - rubicon-ml v0.10.1</title>
       <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=a746c00c" />
     <link rel="stylesheet" type="text/css" href="../_static/styles/furo.css?v=354aac6f" />
     <link rel="stylesheet" type="text/css" href="../_static/copybutton.css?v=76b2166b" />
@@ -169,7 +169,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.0</div></div></a>
+      <a href="../index.html"><div class="brand"><div class='version'>rubicon-ml v0.10.1</div></div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -197,7 +197,7 @@
     <img class="sidebar-logo only-dark" src="../_static/images/rubicon_ml_logo_only.svg" alt="Dark Logo"/>
   </div>
   
-  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.0</div></span>
+  <span class="sidebar-brand-text"><div class='version'>rubicon-ml v0.10.1</div></span>
   
 </a><form class="sidebar-search-container" method="get" action="../search.html" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">