diff --git a/.buildinfo b/.buildinfo
index 9c96ecc8..a131ca45 100644
--- a/.buildinfo
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index 73274557..b18398ea 100644
--- a/_modules/cyto_dl/api/cyto_dl_model/cyto_dl_base_model.html
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@@ -5,7 +5,7 @@
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-        <title>cyto_dl.api.cyto_dl_model.cyto_dl_base_model - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.api.cyto_dl_model.cyto_dl_base_model - cyto-dl 0.4.4 documentation</title>
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-      <a href="../../../../index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="../../../../index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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       <div class="theme-toggle-container theme-toggle-header">
@@ -145,7 +145,7 @@
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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diff --git a/_modules/cyto_dl/api/cyto_dl_model/segmentation_plugin_model.html b/_modules/cyto_dl/api/cyto_dl_model/segmentation_plugin_model.html
index 90a22205..c3897988 100644
--- a/_modules/cyto_dl/api/cyto_dl_model/segmentation_plugin_model.html
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-        <title>cyto_dl.api.cyto_dl_model.segmentation_plugin_model - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.api.cyto_dl_model.segmentation_plugin_model - cyto-dl 0.4.4 documentation</title>
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-      <a href="../../../../index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
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diff --git a/_modules/cyto_dl/api/data.html b/_modules/cyto_dl/api/data.html
index addde9c5..d1d67e15 100644
--- a/_modules/cyto_dl/api/data.html
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@@ -5,7 +5,7 @@
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-        <title>cyto_dl.api.data - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.api.data - cyto-dl 0.4.4 documentation</title>
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-      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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       <div class="theme-toggle-container theme-toggle-header">
@@ -145,7 +145,7 @@
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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diff --git a/_modules/cyto_dl/api/model.html b/_modules/cyto_dl/api/model.html
index 5f17b9ed..68f4543c 100644
--- a/_modules/cyto_dl/api/model.html
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-        <title>cyto_dl.api.model - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.api.model - cyto-dl 0.4.4 documentation</title>
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-      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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       <div class="theme-toggle-container theme-toggle-header">
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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diff --git a/_modules/cyto_dl/callbacks/csv_saver.html b/_modules/cyto_dl/callbacks/csv_saver.html
index f5da8219..04fc4b7d 100644
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-        <title>cyto_dl.callbacks.csv_saver - cyto-dl 0.4.3 documentation</title>
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diff --git a/_modules/cyto_dl/callbacks/image_saver.html b/_modules/cyto_dl/callbacks/image_saver.html
index 9eea2656..46ce6073 100644
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-        <title>cyto_dl.callbacks.image_saver - cyto-dl 0.4.3 documentation</title>
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-      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
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diff --git a/_modules/cyto_dl/callbacks/layer_freeze.html b/_modules/cyto_dl/callbacks/layer_freeze.html
index 0883ee8e..9feaff27 100644
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-        <title>cyto_dl.callbacks.layer_freeze - cyto-dl 0.4.3 documentation</title>
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-      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
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       <div class="theme-toggle-container theme-toggle-header">
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+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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diff --git a/_modules/cyto_dl/callbacks/model_utils.html b/_modules/cyto_dl/callbacks/model_utils.html
index 867b48d8..f1e2138d 100644
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-        <title>cyto_dl.callbacks.model_utils - cyto-dl 0.4.3 documentation</title>
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-      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
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       <div class="theme-toggle-container theme-toggle-header">
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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diff --git a/_modules/cyto_dl/callbacks/outlier_detection.html b/_modules/cyto_dl/callbacks/outlier_detection.html
index b3e4d0b7..7a9ef802 100644
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-        <title>cyto_dl.callbacks.outlier_detection - cyto-dl 0.4.3 documentation</title>
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-      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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diff --git a/_modules/cyto_dl/dataframe/readers.html b/_modules/cyto_dl/dataframe/readers.html
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-        <title>cyto_dl.dataframe.readers - cyto-dl 0.4.3 documentation</title>
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-      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
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       <div class="theme-toggle-container theme-toggle-header">
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diff --git a/_modules/cyto_dl/dataframe/transforms/filter.html b/_modules/cyto_dl/dataframe/transforms/filter.html
index 58ea34f4..5bb7c0c7 100644
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-        <title>cyto_dl.dataframe.transforms.filter - cyto-dl 0.4.3 documentation</title>
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-      <a href="../../../../index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
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diff --git a/_modules/cyto_dl/dataframe/transforms/group_cols.html b/_modules/cyto_dl/dataframe/transforms/group_cols.html
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     <div class="header-center">
-      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -145,7 +145,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="../../../index.html">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</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/_modules/cyto_dl/utils/pylogger.html b/_modules/cyto_dl/utils/pylogger.html
index 431a153c..37c331f9 100644
--- a/_modules/cyto_dl/utils/pylogger.html
+++ b/_modules/cyto_dl/utils/pylogger.html
@@ -5,7 +5,7 @@
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.utils.pylogger - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.utils.pylogger - cyto-dl 0.4.4 documentation</title>
       <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/styles/furo.css?digest=fad236701ea90a88636c2a8c73b44ae642ed2a53" />
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@@ -122,7 +122,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -145,7 +145,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="../../../index.html">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</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/_modules/cyto_dl/utils/rich_utils.html b/_modules/cyto_dl/utils/rich_utils.html
index 47b23e85..f8c5326c 100644
--- a/_modules/cyto_dl/utils/rich_utils.html
+++ b/_modules/cyto_dl/utils/rich_utils.html
@@ -5,7 +5,7 @@
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.utils.rich_utils - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.utils.rich_utils - cyto-dl 0.4.4 documentation</title>
       <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/styles/furo.css?digest=fad236701ea90a88636c2a8c73b44ae642ed2a53" />
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@@ -122,7 +122,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -145,7 +145,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="../../../index.html">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</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/_modules/cyto_dl/utils/rotation.html b/_modules/cyto_dl/utils/rotation.html
index f718047c..bde375a4 100644
--- a/_modules/cyto_dl/utils/rotation.html
+++ b/_modules/cyto_dl/utils/rotation.html
@@ -5,7 +5,7 @@
     <meta name="color-scheme" content="light dark"><link rel="index" title="Index" href="../../../genindex.html" /><link rel="search" title="Search" href="../../../search.html" />
 
     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.utils.rotation - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.utils.rotation - cyto-dl 0.4.4 documentation</title>
       <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/styles/furo.css?digest=fad236701ea90a88636c2a8c73b44ae642ed2a53" />
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@@ -122,7 +122,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -145,7 +145,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="../../../index.html">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</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/_modules/cyto_dl/utils/template_utils.html b/_modules/cyto_dl/utils/template_utils.html
index 3996cb33..96ec4e8d 100644
--- a/_modules/cyto_dl/utils/template_utils.html
+++ b/_modules/cyto_dl/utils/template_utils.html
@@ -5,7 +5,7 @@
     <meta name="color-scheme" content="light dark"><link rel="index" title="Index" href="../../../genindex.html" /><link rel="search" title="Search" href="../../../search.html" />
 
     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.utils.template_utils - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.utils.template_utils - cyto-dl 0.4.4 documentation</title>
       <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/styles/furo.css?digest=fad236701ea90a88636c2a8c73b44ae642ed2a53" />
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@@ -122,7 +122,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -145,7 +145,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="../../../index.html">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</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/_modules/index.html b/_modules/index.html
index 35b7b84b..12eac338 100644
--- a/_modules/index.html
+++ b/_modules/index.html
@@ -5,7 +5,7 @@
     <meta name="color-scheme" content="light dark"><link rel="index" title="Index" href="../genindex.html" /><link rel="search" title="Search" href="../search.html" />
 
     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>Overview: module code - cyto-dl 0.4.3 documentation</title>
+        <title>Overview: module code - cyto-dl 0.4.4 documentation</title>
       <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/styles/furo.css?digest=fad236701ea90a88636c2a8c73b44ae642ed2a53" />
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@@ -122,7 +122,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="../index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="../index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -145,7 +145,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="../index.html">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</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/_static/documentation_options.js b/_static/documentation_options.js
index 0d8ea389..2f3d9d0b 100644
--- a/_static/documentation_options.js
+++ b/_static/documentation_options.js
@@ -1,6 +1,6 @@
 var DOCUMENTATION_OPTIONS = {
     URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'),
-    VERSION: '0.4.3',
+    VERSION: '0.4.4',
     LANGUAGE: 'en',
     COLLAPSE_INDEX: false,
     BUILDER: 'html',
diff --git a/api.html b/api.html
index 876375d8..2fa53e75 100644
--- a/api.html
+++ b/api.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="cyto_dl" href="modules.html" /><link rel="prev" title="Modifying the Example Configs" href="using_examples.html" />
 
     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>Using the API - cyto-dl 0.4.3 documentation</title>
+        <title>Using the API - cyto-dl 0.4.4 documentation</title>
       <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo.css?digest=fad236701ea90a88636c2a8c73b44ae642ed2a53" />
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@@ -123,7 +123,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</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/cyto_dl.api.cyto_dl_model.cyto_dl_base_model.html b/cyto_dl.api.cyto_dl_model.cyto_dl_base_model.html
index 5cd02ee3..fe6deb0d 100644
--- a/cyto_dl.api.cyto_dl_model.cyto_dl_base_model.html
+++ b/cyto_dl.api.cyto_dl_model.cyto_dl_base_model.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="cyto_dl.api.cyto_dl_model.segmentation_plugin_model module" href="cyto_dl.api.cyto_dl_model.segmentation_plugin_model.html" /><link rel="prev" title="cyto_dl.api.cyto_dl_model package" href="cyto_dl.api.cyto_dl_model.html" />
 
     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.api.cyto_dl_model.cyto_dl_base_model module - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.api.cyto_dl_model.cyto_dl_base_model module - cyto-dl 0.4.4 documentation</title>
       <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
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@@ -123,7 +123,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</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/cyto_dl.api.cyto_dl_model.html b/cyto_dl.api.cyto_dl_model.html
index 218ce95e..f7da4b9f 100644
--- a/cyto_dl.api.cyto_dl_model.html
+++ b/cyto_dl.api.cyto_dl_model.html
@@ -6,7 +6,7 @@
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.api.cyto_dl_model package - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.api.cyto_dl_model package - cyto-dl 0.4.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="_static/styles/furo.css?digest=fad236701ea90a88636c2a8c73b44ae642ed2a53" />
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@@ -123,7 +123,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</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/cyto_dl.api.cyto_dl_model.segmentation_plugin_model.html b/cyto_dl.api.cyto_dl_model.segmentation_plugin_model.html
index c26e069c..3257032e 100644
--- a/cyto_dl.api.cyto_dl_model.segmentation_plugin_model.html
+++ b/cyto_dl.api.cyto_dl_model.segmentation_plugin_model.html
@@ -6,7 +6,7 @@
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.api.cyto_dl_model.segmentation_plugin_model module - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.api.cyto_dl_model.segmentation_plugin_model module - cyto-dl 0.4.4 documentation</title>
       <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
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@@ -123,7 +123,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</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/cyto_dl.api.data.html b/cyto_dl.api.data.html
index ca1368f6..20f37055 100644
--- a/cyto_dl.api.data.html
+++ b/cyto_dl.api.data.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="cyto_dl.api.model module" href="cyto_dl.api.model.html" /><link rel="prev" title="cyto_dl.api.cyto_dl_model.segmentation_plugin_model module" href="cyto_dl.api.cyto_dl_model.segmentation_plugin_model.html" />
 
     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.api.data module - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.api.data module - cyto-dl 0.4.4 documentation</title>
       <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo.css?digest=fad236701ea90a88636c2a8c73b44ae642ed2a53" />
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@@ -123,7 +123,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</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/cyto_dl.api.html b/cyto_dl.api.html
index 21ed12d6..86ec9101 100644
--- a/cyto_dl.api.html
+++ b/cyto_dl.api.html
@@ -6,7 +6,7 @@
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.api package - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.api package - cyto-dl 0.4.4 documentation</title>
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@@ -123,7 +123,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</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/cyto_dl.api.model.html b/cyto_dl.api.model.html
index d33901bd..d63e4a15 100644
--- a/cyto_dl.api.model.html
+++ b/cyto_dl.api.model.html
@@ -6,7 +6,7 @@
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.api.model module - cyto-dl 0.4.3 documentation</title>
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
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index 5c78f4f9..cd0f7967 100644
--- a/cyto_dl.callbacks.callback_utils.html
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.callbacks.callback_utils module - cyto-dl 0.4.3 documentation</title>
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+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
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diff --git a/cyto_dl.callbacks.csv_saver.html b/cyto_dl.callbacks.csv_saver.html
index 0aa30e86..0574ccf9 100644
--- a/cyto_dl.callbacks.csv_saver.html
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.callbacks.csv_saver module - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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diff --git a/cyto_dl.callbacks.html b/cyto_dl.callbacks.html
index 9a003b29..99877907 100644
--- a/cyto_dl.callbacks.html
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.callbacks package - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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diff --git a/cyto_dl.callbacks.image_saver.html b/cyto_dl.callbacks.image_saver.html
index ecd6cf62..3d7a98a4 100644
--- a/cyto_dl.callbacks.image_saver.html
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.callbacks.image_saver module - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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       <div class="theme-toggle-container theme-toggle-header">
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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diff --git a/cyto_dl.callbacks.latent_walk.html b/cyto_dl.callbacks.latent_walk.html
index 695a446d..7e31ba98 100644
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.callbacks.latent_walk module - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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       <div class="theme-toggle-container theme-toggle-header">
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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diff --git a/cyto_dl.callbacks.layer_freeze.html b/cyto_dl.callbacks.layer_freeze.html
index 9ae6dedb..9e11b699 100644
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.callbacks.layer_freeze module - cyto-dl 0.4.3 documentation</title>
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     </div>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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       <div class="theme-toggle-container theme-toggle-header">
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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diff --git a/cyto_dl.callbacks.model_utils.html b/cyto_dl.callbacks.model_utils.html
index a313668e..b39deb00 100644
--- a/cyto_dl.callbacks.model_utils.html
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.callbacks.model_utils module - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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       <div class="theme-toggle-container theme-toggle-header">
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/cyto_dl.callbacks.outlier_detection.html b/cyto_dl.callbacks.outlier_detection.html
index 9f5c02d0..88864aff 100644
--- a/cyto_dl.callbacks.outlier_detection.html
+++ b/cyto_dl.callbacks.outlier_detection.html
@@ -6,7 +6,7 @@
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.callbacks.outlier_detection module - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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       <div class="theme-toggle-container theme-toggle-header">
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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diff --git a/cyto_dl.compile.html b/cyto_dl.compile.html
index c0c15a3a..13fef7f6 100644
--- a/cyto_dl.compile.html
+++ b/cyto_dl.compile.html
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.compile module - cyto-dl 0.4.3 documentation</title>
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     <div class="header-center">
-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/cyto_dl.dataframe.html b/cyto_dl.dataframe.html
index fb8fbc76..de201931 100644
--- a/cyto_dl.dataframe.html
+++ b/cyto_dl.dataframe.html
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.dataframe package - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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diff --git a/cyto_dl.dataframe.readers.html b/cyto_dl.dataframe.readers.html
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--- a/cyto_dl.dataframe.readers.html
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@@ -6,7 +6,7 @@
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.dataframe.readers module - cyto-dl 0.4.3 documentation</title>
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-        <title>cyto_dl.dataframe.transforms.split module - cyto-dl 0.4.3 documentation</title>
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diff --git a/cyto_dl.datamodules.data_dict.html b/cyto_dl.datamodules.data_dict.html
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
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diff --git a/cyto_dl.image.io.numpy_reader.html b/cyto_dl.image.io.numpy_reader.html
index 6c0fa488..29a3fbbf 100644
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.image.io.numpy_reader module - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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diff --git a/cyto_dl.image.io.ome_zarr_reader.html b/cyto_dl.image.io.ome_zarr_reader.html
index 0bfb3cd5..7c8b5c02 100644
--- a/cyto_dl.image.io.ome_zarr_reader.html
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.image.io.ome_zarr_reader module - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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diff --git a/cyto_dl.image.io.polygon_loader.html b/cyto_dl.image.io.polygon_loader.html
index d68cf7f0..1811456d 100644
--- a/cyto_dl.image.io.polygon_loader.html
+++ b/cyto_dl.image.io.polygon_loader.html
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.image.io.polygon_loader module - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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diff --git a/cyto_dl.image.io.skimage_reader.html b/cyto_dl.image.io.skimage_reader.html
index 0b677257..42b1974d 100644
--- a/cyto_dl.image.io.skimage_reader.html
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.image.io.skimage_reader module - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/cyto_dl.image.transforms.add_meta.html b/cyto_dl.image.transforms.add_meta.html
index 950d8af8..67231435 100644
--- a/cyto_dl.image.transforms.add_meta.html
+++ b/cyto_dl.image.transforms.add_meta.html
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.image.transforms.add_meta module - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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       <div class="theme-toggle-container theme-toggle-header">
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/cyto_dl.image.transforms.bright_sampler.html b/cyto_dl.image.transforms.bright_sampler.html
index 1935f249..f9d0ee39 100644
--- a/cyto_dl.image.transforms.bright_sampler.html
+++ b/cyto_dl.image.transforms.bright_sampler.html
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.image.transforms.bright_sampler module - cyto-dl 0.4.3 documentation</title>
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     </div>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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diff --git a/cyto_dl.image.transforms.clip.html b/cyto_dl.image.transforms.clip.html
index 93cd8f17..b1bb7b19 100644
--- a/cyto_dl.image.transforms.clip.html
+++ b/cyto_dl.image.transforms.clip.html
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.image.transforms.clip module - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.image.transforms.clip module - cyto-dl 0.4.4 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/cyto_dl.image.transforms.contrastadjust.html b/cyto_dl.image.transforms.contrastadjust.html
index 20cae7ec..68011dd5 100644
--- a/cyto_dl.image.transforms.contrastadjust.html
+++ b/cyto_dl.image.transforms.contrastadjust.html
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.image.transforms.contrastadjust module - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.image.transforms.contrastadjust module - cyto-dl 0.4.4 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/cyto_dl.image.transforms.crop_to_seg.html b/cyto_dl.image.transforms.crop_to_seg.html
index 7e365481..db34fbcb 100644
--- a/cyto_dl.image.transforms.crop_to_seg.html
+++ b/cyto_dl.image.transforms.crop_to_seg.html
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.image.transforms.crop_to_seg module - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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diff --git a/cyto_dl.image.transforms.generate_jepa_masks.html b/cyto_dl.image.transforms.generate_jepa_masks.html
index 5e6aa96e..a911a277 100644
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-        <title>cyto_dl.image.transforms.generate_jepa_masks module - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.image.transforms.generate_jepa_masks module - cyto-dl 0.4.4 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
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       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/cyto_dl.image.transforms.html b/cyto_dl.image.transforms.html
index 78e5972a..b38b1cf7 100644
--- a/cyto_dl.image.transforms.html
+++ b/cyto_dl.image.transforms.html
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.image.transforms package - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.image.transforms package - cyto-dl 0.4.4 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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       <div class="theme-toggle-container theme-toggle-header">
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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diff --git a/cyto_dl.image.transforms.merge.html b/cyto_dl.image.transforms.merge.html
index f65ebd0f..0da1fa2b 100644
--- a/cyto_dl.image.transforms.merge.html
+++ b/cyto_dl.image.transforms.merge.html
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.image.transforms.merge module - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.image.transforms.merge module - cyto-dl 0.4.4 documentation</title>
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@@ -123,7 +123,7 @@
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     </div>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
 </a><form class="sidebar-search-container" method="get" action="search.html" role="search">
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diff --git a/cyto_dl.image.transforms.multiscale_cropper.html b/cyto_dl.image.transforms.multiscale_cropper.html
index 6b6f6975..7f455116 100644
--- a/cyto_dl.image.transforms.multiscale_cropper.html
+++ b/cyto_dl.image.transforms.multiscale_cropper.html
@@ -6,7 +6,7 @@
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.image.transforms.multiscale_cropper module - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.image.transforms.multiscale_cropper module - cyto-dl 0.4.4 documentation</title>
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@@ -123,7 +123,7 @@
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
 </a><form class="sidebar-search-container" method="get" action="search.html" role="search">
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diff --git a/cyto_dl.image.transforms.pad.html b/cyto_dl.image.transforms.pad.html
index 39e1b587..52ca9328 100644
--- a/cyto_dl.image.transforms.pad.html
+++ b/cyto_dl.image.transforms.pad.html
@@ -6,7 +6,7 @@
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.image.transforms.pad module - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.image.transforms.pad module - cyto-dl 0.4.4 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
 </a><form class="sidebar-search-container" method="get" action="search.html" role="search">
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diff --git a/cyto_dl.image.transforms.project.html b/cyto_dl.image.transforms.project.html
index 00d5d48d..c534c6ba 100644
--- a/cyto_dl.image.transforms.project.html
+++ b/cyto_dl.image.transforms.project.html
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.image.transforms.project module - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.image.transforms.project module - cyto-dl 0.4.4 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</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/cyto_dl.image.transforms.rotation_mask_transform.html b/cyto_dl.image.transforms.rotation_mask_transform.html
index a301aef5..a233f552 100644
--- a/cyto_dl.image.transforms.rotation_mask_transform.html
+++ b/cyto_dl.image.transforms.rotation_mask_transform.html
@@ -6,7 +6,7 @@
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.image.transforms.rotation_mask_transform module - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.image.transforms.rotation_mask_transform module - cyto-dl 0.4.4 documentation</title>
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@@ -123,7 +123,7 @@
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     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</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/cyto_dl.image.transforms.save.html b/cyto_dl.image.transforms.save.html
index cbd42a50..6ae2db1d 100644
--- a/cyto_dl.image.transforms.save.html
+++ b/cyto_dl.image.transforms.save.html
@@ -6,7 +6,7 @@
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.image.transforms.save module - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.image.transforms.save module - cyto-dl 0.4.4 documentation</title>
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@@ -123,7 +123,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</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/cyto_dl.image.transforms.so2_random_rotation.html b/cyto_dl.image.transforms.so2_random_rotation.html
index 06d1e443..5a0d6e32 100644
--- a/cyto_dl.image.transforms.so2_random_rotation.html
+++ b/cyto_dl.image.transforms.so2_random_rotation.html
@@ -6,7 +6,7 @@
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.image.transforms.so2_random_rotation module - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.image.transforms.so2_random_rotation module - cyto-dl 0.4.4 documentation</title>
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@@ -123,7 +123,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</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/cyto_dl.image.transforms.track_transforms.html b/cyto_dl.image.transforms.track_transforms.html
index 50ef980d..c0af385f 100644
--- a/cyto_dl.image.transforms.track_transforms.html
+++ b/cyto_dl.image.transforms.track_transforms.html
@@ -6,7 +6,7 @@
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.image.transforms.track_transforms module - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.image.transforms.track_transforms module - cyto-dl 0.4.4 documentation</title>
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@@ -123,7 +123,7 @@
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     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</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/cyto_dl.loggers.html b/cyto_dl.loggers.html
index 2b12abff..c1d0c83b 100644
--- a/cyto_dl.loggers.html
+++ b/cyto_dl.loggers.html
@@ -6,7 +6,7 @@
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.loggers package - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.loggers package - cyto-dl 0.4.4 documentation</title>
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@@ -123,7 +123,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</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/cyto_dl.loggers.mlflow.html b/cyto_dl.loggers.mlflow.html
index a6a51f2d..db041fa8 100644
--- a/cyto_dl.loggers.mlflow.html
+++ b/cyto_dl.loggers.mlflow.html
@@ -6,7 +6,7 @@
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.loggers.mlflow module - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.loggers.mlflow module - cyto-dl 0.4.4 documentation</title>
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@@ -123,7 +123,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</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/cyto_dl.models.base_model.html b/cyto_dl.models.base_model.html
index 72816e3c..8ea1f463 100644
--- a/cyto_dl.models.base_model.html
+++ b/cyto_dl.models.base_model.html
@@ -6,7 +6,7 @@
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.models.base_model module - cyto-dl 0.4.3 documentation</title>
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--- a/cyto_dl.models.basic_model.html
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.models.classification.classification module - cyto-dl 0.4.3 documentation</title>
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.models.classification package - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.models.classification.timepoint_classification module - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
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diff --git a/cyto_dl.models.contrastive.contrastive.html b/cyto_dl.models.contrastive.contrastive.html
index 8e106842..78f985ef 100644
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.models.contrastive.contrastive module - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
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diff --git a/cyto_dl.models.contrastive.html b/cyto_dl.models.contrastive.html
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--- a/cyto_dl.models.contrastive.html
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.models.contrastive package - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
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diff --git a/cyto_dl.models.handlers.base_handler.html b/cyto_dl.models.handlers.base_handler.html
index 22270486..edf6e89a 100644
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-        <title>cyto_dl.models.handlers.base_handler module - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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index 437530f9..3e001e22 100644
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.models.handlers package - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
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diff --git a/cyto_dl.models.handlers.image_handler.html b/cyto_dl.models.handlers.image_handler.html
index 2d1c9b1a..0143636e 100644
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-        <title>cyto_dl.models.handlers.image_handler module - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
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       <div class="theme-toggle-container theme-toggle-header">
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index 58e13e53..78e86dc0 100644
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.models.handlers.load_image_patch module - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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       <div class="theme-toggle-container theme-toggle-header">
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index 206cde43..6bb9ed62 100644
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-        <title>cyto_dl.models package - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
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-        <title>cyto_dl.models.jepa.jepa_base module - cyto-dl 0.4.3 documentation</title>
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-        <title>cyto_dl.models.utils.mlflow module - cyto-dl 0.4.3 documentation</title>
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-        <title>cyto_dl.models.vae.image_canon_vae module - cyto-dl 0.4.3 documentation</title>
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-        <title>cyto_dl.models.vae.image_vae module - cyto-dl 0.4.3 documentation</title>
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-        <title>cyto_dl.models.vae.latent_loss_vae module - cyto-dl 0.4.3 documentation</title>
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.models.vae.o2_spharm_vae package - cyto-dl 0.4.3 documentation</title>
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+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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-        <title>cyto_dl.models.vae.point_cloud_vae module - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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-        <title>cyto_dl.models.vae.priors.abstract_prior module - cyto-dl 0.4.3 documentation</title>
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+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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diff --git a/cyto_dl.models.vae.priors.gaussian.html b/cyto_dl.models.vae.priors.gaussian.html
index 5b79174e..15e94c92 100644
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-        <title>cyto_dl.models.vae.priors.gaussian module - cyto-dl 0.4.3 documentation</title>
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+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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diff --git a/cyto_dl.models.vae.priors.html b/cyto_dl.models.vae.priors.html
index 5de1090b..fa8b56f1 100644
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-        <title>cyto_dl.models.vae.priors package - cyto-dl 0.4.3 documentation</title>
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+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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diff --git a/cyto_dl.models.vae.priors.identity_prior.html b/cyto_dl.models.vae.priors.identity_prior.html
index d4bf27d4..ef5be2a3 100644
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+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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diff --git a/cyto_dl.models.vae.priors.joint_prior.html b/cyto_dl.models.vae.priors.joint_prior.html
index 71704794..6f654ef0 100644
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-        <title>cyto_dl.nn.head.gan_head_superres module - cyto-dl 0.4.3 documentation</title>
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-        <title>cyto_dl.utils.download_test_data module - cyto-dl 0.4.3 documentation</title>
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-        <title>cyto_dl.utils.dummy_dataset module - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
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-        <title>cyto_dl.utils.pylogger module - cyto-dl 0.4.3 documentation</title>
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-        <title>cyto_dl.utils.rich_utils module - cyto-dl 0.4.3 documentation</title>
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--- a/cyto_dl.utils.spharm.reconstruction.html
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.utils.spharm.reconstruction module - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.utils.spharm.reconstruction module - cyto-dl 0.4.4 documentation</title>
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@@ -123,7 +123,7 @@
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
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     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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diff --git a/cyto_dl.utils.spharm.rotation.html b/cyto_dl.utils.spharm.rotation.html
index 7ce85a6d..2abbb179 100644
--- a/cyto_dl.utils.spharm.rotation.html
+++ b/cyto_dl.utils.spharm.rotation.html
@@ -6,7 +6,7 @@
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.utils.spharm.rotation module - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.utils.spharm.rotation module - cyto-dl 0.4.4 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
 </a><form class="sidebar-search-container" method="get" action="search.html" role="search">
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diff --git a/cyto_dl.utils.template_utils.html b/cyto_dl.utils.template_utils.html
index 4558ea0e..96430b19 100644
--- a/cyto_dl.utils.template_utils.html
+++ b/cyto_dl.utils.template_utils.html
@@ -6,7 +6,7 @@
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.utils.template_utils module - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl.utils.template_utils module - cyto-dl 0.4.4 documentation</title>
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@@ -123,7 +123,7 @@
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     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</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/genindex.html b/genindex.html
index 0c462bbb..0b297a94 100644
--- a/genindex.html
+++ b/genindex.html
@@ -4,7 +4,7 @@
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-    <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 --><title>Index - cyto-dl 0.4.3 documentation</title>
+    <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 --><title>Index - cyto-dl 0.4.4 documentation</title>
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@@ -121,7 +121,7 @@
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     <div class="header-center">
-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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       <div class="theme-toggle-container theme-toggle-header">
@@ -144,7 +144,7 @@
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</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/index.html b/index.html
index 206aea75..e0fec70c 100644
--- a/index.html
+++ b/index.html
@@ -6,7 +6,7 @@
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto-dl 0.4.3 documentation</title>
+        <title>cyto-dl 0.4.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="_static/styles/furo.css?digest=fad236701ea90a88636c2a8c73b44ae642ed2a53" />
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@@ -123,7 +123,7 @@
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     <div class="header-center">
-      <a href="#"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="#"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="#">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</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/installation.html b/installation.html
index 452a4175..971a8b48 100644
--- a/installation.html
+++ b/installation.html
@@ -6,7 +6,7 @@
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>Installation - cyto-dl 0.4.3 documentation</title>
+        <title>Installation - cyto-dl 0.4.4 documentation</title>
       <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo.css?digest=fad236701ea90a88636c2a8c73b44ae642ed2a53" />
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@@ -123,7 +123,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/modules.html b/modules.html
index e2664dfd..4e683332 100644
--- a/modules.html
+++ b/modules.html
@@ -6,7 +6,7 @@
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl - cyto-dl 0.4.3 documentation</title>
+        <title>cyto_dl - cyto-dl 0.4.4 documentation</title>
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@@ -123,7 +123,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</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 5c999434..c65008bf 100644
Binary files a/objects.inv and b/objects.inv differ
diff --git a/overview.html b/overview.html
index ccc804e6..6a2439ca 100644
--- a/overview.html
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@@ -6,7 +6,7 @@
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-        <title>Overview - cyto-dl 0.4.3 documentation</title>
+        <title>Overview - cyto-dl 0.4.4 documentation</title>
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@@ -123,7 +123,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/py-modindex.html b/py-modindex.html
index e3d3312c..03a624f5 100644
--- a/py-modindex.html
+++ b/py-modindex.html
@@ -4,7 +4,7 @@
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-    <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 --><title>Python Module Index - cyto-dl 0.4.3 documentation</title>
+    <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 --><title>Python Module Index - cyto-dl 0.4.4 documentation</title>
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@@ -121,7 +121,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -144,7 +144,7 @@
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-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/search.html b/search.html
index 869196eb..bbb49266 100644
--- a/search.html
+++ b/search.html
@@ -4,7 +4,7 @@
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+    <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 --><title>Search - cyto-dl 0.4.4 documentation</title><link rel="stylesheet" type="text/css" href="_static/pygments.css" />
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@@ -120,7 +120,7 @@
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     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -143,7 +143,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
diff --git a/using_examples.html b/using_examples.html
index a78f4859..d0fff2ad 100644
--- a/using_examples.html
+++ b/using_examples.html
@@ -6,7 +6,7 @@
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>Modifying the Example Configs - cyto-dl 0.4.3 documentation</title>
+        <title>Modifying the Example Configs - cyto-dl 0.4.4 documentation</title>
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@@ -123,7 +123,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.4 documentation</div></a>
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     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.4 documentation</span>
   
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