diff --git a/.buildinfo b/.buildinfo
index b8e09482..9c96ecc8 100644
--- a/.buildinfo
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index 86176b96..73274557 100644
--- a/_modules/cyto_dl/api/cyto_dl_model/cyto_dl_base_model.html
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-        <title>cyto_dl.api.cyto_dl_model.cyto_dl_base_model - cyto-dl 0.4.2 documentation</title>
+        <title>cyto_dl.api.cyto_dl_model.cyto_dl_base_model - cyto-dl 0.4.3 documentation</title>
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-      <a href="../../../../index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <a href="../../../../index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
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@@ -145,7 +145,7 @@
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-  <span class="sidebar-brand-text">cyto-dl 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 e5a66dad..90a22205 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 0.4.2 documentation</title>
+        <title>cyto_dl.api.cyto_dl_model.segmentation_plugin_model - cyto-dl 0.4.3 documentation</title>
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-      <a href="../../../../index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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 5a8e0eb5..addde9c5 100644
--- a/_modules/cyto_dl/api/data.html
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-        <title>cyto_dl.api.data - cyto-dl 0.4.2 documentation</title>
+        <title>cyto_dl.api.data - cyto-dl 0.4.3 documentation</title>
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-      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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">
@@ -145,7 +145,7 @@
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-  <span class="sidebar-brand-text">cyto-dl 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
   
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diff --git a/_modules/cyto_dl/api/model.html b/_modules/cyto_dl/api/model.html
index 64731711..5f17b9ed 100644
--- a/_modules/cyto_dl/api/model.html
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.api.model - cyto-dl 0.4.2 documentation</title>
+        <title>cyto_dl.api.model - cyto-dl 0.4.3 documentation</title>
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-      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 034d2d0b..f5da8219 100644
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-        <title>cyto_dl.callbacks.csv_saver - cyto-dl 0.4.2 documentation</title>
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+  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
   
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diff --git a/_modules/cyto_dl/callbacks/image_saver.html b/_modules/cyto_dl/callbacks/image_saver.html
index 828999ee..9eea2656 100644
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-        <title>cyto_dl.callbacks.image_saver - cyto-dl 0.4.2 documentation</title>
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-      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.2 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>
   
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diff --git a/_modules/cyto_dl/callbacks/layer_freeze.html b/_modules/cyto_dl/callbacks/layer_freeze.html
index c98be07b..0883ee8e 100644
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-        <title>cyto_dl.callbacks.layer_freeze - cyto-dl 0.4.2 documentation</title>
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-      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.2 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>
   
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diff --git a/_modules/cyto_dl/callbacks/model_utils.html b/_modules/cyto_dl/callbacks/model_utils.html
index f1761b6a..867b48d8 100644
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-        <title>cyto_dl.callbacks.model_utils - cyto-dl 0.4.2 documentation</title>
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-      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.2 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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
   
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index d02c8e1a..b3e4d0b7 100644
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-        <title>cyto_dl.callbacks.outlier_detection - cyto-dl 0.4.2 documentation</title>
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-      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.2 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/readers.html b/_modules/cyto_dl/dataframe/readers.html
index e96c5a6f..d10a2eb5 100644
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-        <title>cyto_dl.dataframe.readers - cyto-dl 0.4.2 documentation</title>
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-      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.2 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 e12dd872..58ea34f4 100644
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-        <title>cyto_dl.dataframe.transforms.filter - cyto-dl 0.4.2 documentation</title>
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-      <a href="../../../../index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
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-  <span class="sidebar-brand-text">cyto-dl 0.4.2 documentation</span>
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diff --git a/_modules/cyto_dl/dataframe/transforms/group_cols.html b/_modules/cyto_dl/dataframe/transforms/group_cols.html
index caa24662..99b905f9 100644
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+      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.3 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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 1491a078..431a153c 100644
--- a/_modules/cyto_dl/utils/pylogger.html
+++ b/_modules/cyto_dl/utils/pylogger.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.pylogger - cyto-dl 0.4.2 documentation</title>
+        <title>cyto_dl.utils.pylogger - cyto-dl 0.4.3 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 0.4.2 documentation</div></a>
+      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.3 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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 a0029b43..47b23e85 100644
--- a/_modules/cyto_dl/utils/rich_utils.html
+++ b/_modules/cyto_dl/utils/rich_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.rich_utils - cyto-dl 0.4.2 documentation</title>
+        <title>cyto_dl.utils.rich_utils - cyto-dl 0.4.3 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 0.4.2 documentation</div></a>
+      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.3 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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 9a6a0570..f718047c 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 0.4.2 documentation</title>
+        <title>cyto_dl.utils.rotation - cyto-dl 0.4.3 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 0.4.2 documentation</div></a>
+      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.3 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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 3a4041b4..3996cb33 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 0.4.2 documentation</title>
+        <title>cyto_dl.utils.template_utils - cyto-dl 0.4.3 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 0.4.2 documentation</div></a>
+      <a href="../../../index.html"><div class="brand">cyto-dl 0.4.3 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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 ca9a379b..35b7b84b 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 0.4.2 documentation</title>
+        <title>Overview: module code - cyto-dl 0.4.3 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 0.4.2 documentation</div></a>
+      <a href="../index.html"><div class="brand">cyto-dl 0.4.3 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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 240f2c2a..0d8ea389 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: '0.4.2',
+    VERSION: '0.4.3',
     LANGUAGE: 'en',
     COLLAPSE_INDEX: false,
     BUILDER: 'html',
diff --git a/api.html b/api.html
index 009cb326..876375d8 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 0.4.2 documentation</title>
+        <title>Using the API - cyto-dl 0.4.3 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 0.4.2 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.3 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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 d1e0eba3..5cd02ee3 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 0.4.2 documentation</title>
+        <title>cyto_dl.api.cyto_dl_model.cyto_dl_base_model module - cyto-dl 0.4.3 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 0.4.2 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.3 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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 99260034..218ce95e 100644
--- a/cyto_dl.api.cyto_dl_model.html
+++ b/cyto_dl.api.cyto_dl_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.cyto_dl_base_model module" href="cyto_dl.api.cyto_dl_model.cyto_dl_base_model.html" /><link rel="prev" title="cyto_dl.api package" href="cyto_dl.api.html" />
 
     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.api.cyto_dl_model package - cyto-dl 0.4.2 documentation</title>
+        <title>cyto_dl.api.cyto_dl_model package - cyto-dl 0.4.3 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 0.4.2 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.3 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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 1c133003..c26e069c 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 0.4.2 documentation</title>
+        <title>cyto_dl.api.cyto_dl_model.segmentation_plugin_model module - cyto-dl 0.4.3 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 0.4.2 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.3 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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 90c89e36..ca1368f6 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 0.4.2 documentation</title>
+        <title>cyto_dl.api.data module - cyto-dl 0.4.3 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 0.4.2 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.3 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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 c6a057a3..21ed12d6 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 0.4.2 documentation</title>
+        <title>cyto_dl.api package - cyto-dl 0.4.3 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 0.4.2 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.3 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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 d9bf72aa..d33901bd 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 0.4.2 documentation</title>
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@@ -146,7 +146,7 @@
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-  <span class="sidebar-brand-text">cyto-dl 0.4.2 documentation</span>
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index 7c47f87d..5c78f4f9 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 0.4.2 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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 0.4.2 documentation</span>
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diff --git a/cyto_dl.callbacks.csv_saver.html b/cyto_dl.callbacks.csv_saver.html
index f797f86c..0aa30e86 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 0.4.2 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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">
@@ -146,7 +146,7 @@
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-  <span class="sidebar-brand-text">cyto-dl 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
   
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diff --git a/cyto_dl.callbacks.html b/cyto_dl.callbacks.html
index 9c06030b..9a003b29 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 0.4.2 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
   
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diff --git a/cyto_dl.callbacks.image_saver.html b/cyto_dl.callbacks.image_saver.html
index d6743143..ecd6cf62 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 0.4.2 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
   
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diff --git a/cyto_dl.callbacks.latent_walk.html b/cyto_dl.callbacks.latent_walk.html
index 8739772c..695a446d 100644
--- a/cyto_dl.callbacks.latent_walk.html
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.callbacks.latent_walk module - cyto-dl 0.4.2 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
   
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diff --git a/cyto_dl.callbacks.layer_freeze.html b/cyto_dl.callbacks.layer_freeze.html
index 4072fcc6..9ae6dedb 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 0.4.2 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
   
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diff --git a/cyto_dl.callbacks.model_utils.html b/cyto_dl.callbacks.model_utils.html
index 2cd6efb9..a313668e 100644
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.callbacks.model_utils module - cyto-dl 0.4.2 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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">
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-  <span class="sidebar-brand-text">cyto-dl 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 17309dc9..9f5c02d0 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 0.4.2 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
   
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diff --git a/cyto_dl.compile.html b/cyto_dl.compile.html
index 563a1ca6..c0c15a3a 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 0.4.2 documentation</title>
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     <div class="header-center">
-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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">
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-  <span class="sidebar-brand-text">cyto-dl 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
   
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diff --git a/cyto_dl.dataframe.html b/cyto_dl.dataframe.html
index 4526d6c8..fb8fbc76 100644
--- a/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 0.4.2 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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">
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-  <span class="sidebar-brand-text">cyto-dl 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.dataframe.readers module - cyto-dl 0.4.2 documentation</title>
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-        <title>cyto_dl.dataframe.transforms.split module - cyto-dl 0.4.2 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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-        <title>cyto_dl.datamodules.data_dict module - cyto-dl 0.4.2 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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 0.4.2 documentation</span>
+  <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 e5986d88..6c0fa488 100644
--- a/cyto_dl.image.io.numpy_reader.html
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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 0.4.2 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 24a795dc..0bfb3cd5 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 0.4.2 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 4aea415f..d68cf7f0 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 0.4.2 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 922675ad..0b677257 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 0.4.2 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 1f857c25..950d8af8 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 0.4.2 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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">
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-  <span class="sidebar-brand-text">cyto-dl 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 417d2e03..1935f249 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 0.4.2 documentation</title>
+        <title>cyto_dl.image.transforms.bright_sampler module - cyto-dl 0.4.3 documentation</title>
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     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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">
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-  <span class="sidebar-brand-text">cyto-dl 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
   
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diff --git a/cyto_dl.image.transforms.clip.html b/cyto_dl.image.transforms.clip.html
index e0ace934..93cd8f17 100644
--- a/cyto_dl.image.transforms.clip.html
+++ b/cyto_dl.image.transforms.clip.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.clip module - cyto-dl 0.4.2 documentation</title>
+        <title>cyto_dl.image.transforms.clip 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 0.4.2 documentation</div></a>
+      <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 @@
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-  <span class="sidebar-brand-text">cyto-dl 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 70c7b8ff..20cae7ec 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 0.4.2 documentation</title>
+        <title>cyto_dl.image.transforms.contrastadjust module - cyto-dl 0.4.3 documentation</title>
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     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 c0664b47..7e365481 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 0.4.2 documentation</title>
+        <title>cyto_dl.image.transforms.crop_to_seg 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 0.4.2 documentation</div></a>
+      <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">
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-  <span class="sidebar-brand-text">cyto-dl 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 2f000901..5e6aa96e 100644
--- a/cyto_dl.image.transforms.generate_jepa_masks.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.image.transforms.generate_jepa_masks module - cyto-dl 0.4.2 documentation</title>
+        <title>cyto_dl.image.transforms.generate_jepa_masks module - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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">
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       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 e8eca233..78e5972a 100644
--- a/cyto_dl.image.transforms.html
+++ b/cyto_dl.image.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 package - cyto-dl 0.4.2 documentation</title>
+        <title>cyto_dl.image.transforms package - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
   
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diff --git a/cyto_dl.image.transforms.merge.html b/cyto_dl.image.transforms.merge.html
index 3b9fd2d4..f65ebd0f 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 0.4.2 documentation</title>
+        <title>cyto_dl.image.transforms.merge 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 0.4.2 documentation</div></a>
+      <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">
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-  <span class="sidebar-brand-text">cyto-dl 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 355c8963..6b6f6975 100644
--- a/cyto_dl.image.transforms.multiscale_cropper.html
+++ b/cyto_dl.image.transforms.multiscale_cropper.html
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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 0.4.2 documentation</title>
+        <title>cyto_dl.image.transforms.multiscale_cropper module - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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 @@
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-  <span class="sidebar-brand-text">cyto-dl 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 40de347c..39e1b587 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 0.4.2 documentation</title>
+        <title>cyto_dl.image.transforms.pad module - cyto-dl 0.4.3 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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 @@
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-  <span class="sidebar-brand-text">cyto-dl 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 444fbc64..00d5d48d 100644
--- a/cyto_dl.image.transforms.project.html
+++ b/cyto_dl.image.transforms.project.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.project module - cyto-dl 0.4.2 documentation</title>
+        <title>cyto_dl.image.transforms.project module - cyto-dl 0.4.3 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 0.4.2 documentation</div></a>
+      <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 @@
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-  <span class="sidebar-brand-text">cyto-dl 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 b2551d4d..a301aef5 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 0.4.2 documentation</title>
+        <title>cyto_dl.image.transforms.rotation_mask_transform module - cyto-dl 0.4.3 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 0.4.2 documentation</div></a>
+      <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 @@
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-  <span class="sidebar-brand-text">cyto-dl 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 9c5558f1..cbd42a50 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 0.4.2 documentation</title>
+        <title>cyto_dl.image.transforms.save module - cyto-dl 0.4.3 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 0.4.2 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.3 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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 f2ebb060..06d1e443 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 0.4.2 documentation</title>
+        <title>cyto_dl.image.transforms.so2_random_rotation module - cyto-dl 0.4.3 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 0.4.2 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.3 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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 1613997a..50ef980d 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 0.4.2 documentation</title>
+        <title>cyto_dl.image.transforms.track_transforms module - cyto-dl 0.4.3 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 0.4.2 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.3 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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 e4252e11..2b12abff 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 0.4.2 documentation</title>
+        <title>cyto_dl.loggers package - cyto-dl 0.4.3 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 0.4.2 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.3 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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 ad3763c4..a6a51f2d 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 0.4.2 documentation</title>
+        <title>cyto_dl.loggers.mlflow module - cyto-dl 0.4.3 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 0.4.2 documentation</div></a>
+      <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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 documentation</span>
   
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   <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 2975910d..72816e3c 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 0.4.2 documentation</title>
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.models.basic_model module - cyto-dl 0.4.2 documentation</title>
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.models.classification.classification module - cyto-dl 0.4.2 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 0.4.2 documentation</title>
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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 0.4.2 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.models.contrastive.contrastive module - cyto-dl 0.4.2 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 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 0.4.2 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
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index 37021c65..22270486 100644
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-        <title>cyto_dl.models.handlers.base_handler module - cyto-dl 0.4.2 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
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index 88911a08..437530f9 100644
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.models.handlers package - cyto-dl 0.4.2 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
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-        <title>cyto_dl.models.handlers.image_handler module - cyto-dl 0.4.2 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
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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 0.4.2 documentation</title>
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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 8e691be4..206cde43 100644
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-        <title>cyto_dl.models package - cyto-dl 0.4.2 documentation</title>
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-        <title>cyto_dl.models.jepa.jepa_base module - cyto-dl 0.4.2 documentation</title>
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-        <title>cyto_dl.models.utils.mlflow module - cyto-dl 0.4.2 documentation</title>
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-        <title>cyto_dl.models.utils.utils module - cyto-dl 0.4.2 documentation</title>
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-        <title>cyto_dl.models.vae.image_canon_vae module - cyto-dl 0.4.2 documentation</title>
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-        <title>cyto_dl.models.vae.image_encoder module - cyto-dl 0.4.2 documentation</title>
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-        <title>cyto_dl.models.vae.priors.abstract_prior module - cyto-dl 0.4.2 documentation</title>
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index 2fa2efc2..5de1090b 100644
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diff --git a/cyto_dl.nn.head.base_head.html b/cyto_dl.nn.head.base_head.html
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-        <title>cyto_dl.nn.head.gan_head_superres module - cyto-dl 0.4.2 documentation</title>
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-        <title>cyto_dl.utils.download_test_data module - cyto-dl 0.4.2 documentation</title>
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-        <title>cyto_dl.utils.pylogger module - cyto-dl 0.4.2 documentation</title>
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-        <title>cyto_dl.utils.rich_utils module - cyto-dl 0.4.2 documentation</title>
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     <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 -->
-        <title>cyto_dl.utils.spharm.reconstruction module - cyto-dl 0.4.2 documentation</title>
+        <title>cyto_dl.utils.spharm.reconstruction module - cyto-dl 0.4.3 documentation</title>
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@@ -123,7 +123,7 @@
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-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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 @@
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-  <span class="sidebar-brand-text">cyto-dl 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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.spharm.rotation.html b/cyto_dl.utils.spharm.rotation.html
index 97b137fe..7ce85a6d 100644
--- a/cyto_dl.utils.spharm.rotation.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.utils.spharm.rotation module - cyto-dl 0.4.2 documentation</title>
+        <title>cyto_dl.utils.spharm.rotation module - cyto-dl 0.4.3 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 0.4.2 documentation</div></a>
+      <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 @@
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-  <span class="sidebar-brand-text">cyto-dl 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 96304f6a..4558ea0e 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 0.4.2 documentation</title>
+        <title>cyto_dl.utils.template_utils module - cyto-dl 0.4.3 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 0.4.2 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.3 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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 4ef2add8..0c462bbb 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 0.4.2 documentation</title>
+    <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 --><title>Index - cyto-dl 0.4.3 documentation</title>
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@@ -121,7 +121,7 @@
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     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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">
@@ -144,7 +144,7 @@
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-  <span class="sidebar-brand-text">cyto-dl 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 1cb6b165..206aea75 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 0.4.2 documentation</title>
+        <title>cyto-dl 0.4.3 documentation</title>
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@@ -123,7 +123,7 @@
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     </div>
     <div class="header-center">
-      <a href="#"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <a href="#"><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 @@
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-  <span class="sidebar-brand-text">cyto-dl 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 abba9753..452a4175 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 0.4.2 documentation</title>
+        <title>Installation - cyto-dl 0.4.3 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 0.4.2 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.3 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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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.html b/modules.html
index 25998cd0..e2664dfd 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 0.4.2 documentation</title>
+        <title>cyto_dl - cyto-dl 0.4.3 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 0.4.2 documentation</div></a>
+      <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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 d4ceb3fb..5c999434 100644
Binary files a/objects.inv and b/objects.inv differ
diff --git a/overview.html b/overview.html
index bf3141a9..ccc804e6 100644
--- a/overview.html
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@@ -6,7 +6,7 @@
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-        <title>Overview - cyto-dl 0.4.2 documentation</title>
+        <title>Overview - cyto-dl 0.4.3 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 0.4.2 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.3 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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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/py-modindex.html b/py-modindex.html
index 093ef5b1..e3d3312c 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 0.4.2 documentation</title>
+    <!-- Generated with Sphinx 6.1.3 and Furo 2023.03.23 --><title>Python Module Index - cyto-dl 0.4.3 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 0.4.2 documentation</div></a>
+      <a href="index.html"><div class="brand">cyto-dl 0.4.3 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -144,7 +144,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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/search.html b/search.html
index 7b4e8dd6..869196eb 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 0.4.3 documentation</title><link rel="stylesheet" type="text/css" href="_static/pygments.css" />
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@@ -120,7 +120,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">cyto-dl 0.4.2 documentation</div></a>
+      <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">
@@ -143,7 +143,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">cyto-dl 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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 780e2a81..a78f4859 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 0.4.2 documentation</title>
+        <title>Modifying the Example Configs - cyto-dl 0.4.3 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 0.4.2 documentation</div></a>
+      <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 0.4.2 documentation</span>
+  <span class="sidebar-brand-text">cyto-dl 0.4.3 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">