From c320eea0f12b495bd84e150cb134d0d2d044fdf8 Mon Sep 17 00:00:00 2001
From: Circle Ci <circle@autoreject.com>
Date: Tue, 5 Sep 2023 13:56:13 +0000
Subject: [PATCH] doc updates [skip ci]

---
 dev/.buildinfo                                |    2 +-
 .../auto_examples_python.zip                  |  Bin 33886 -> 33886 bytes
 .../auto_examples_jupyter.zip                 |  Bin 54773 -> 54773 bytes
 dev/_modules/autoreject/autoreject.html       |    4 +-
 dev/_modules/autoreject/ransac.html           |    4 +-
 dev/_modules/autoreject/utils.html            |    4 +-
 dev/_modules/index.html                       |    4 +-
 dev/api.html                                  |   20 +-
 dev/auto_examples/index.html                  |    4 +-
 dev/auto_examples/plot_auto_repair.html       | 1504 ++++++++---------
 .../plot_autoreject_workflow.html             | 1162 ++++++-------
 .../plot_channel_thresholds.html              |  414 ++---
 .../plot_estimate_global_reject.html          |    6 +-
 dev/auto_examples/plot_global_reject.html     |    6 +-
 dev/auto_examples/plot_ransac.html            |  200 +--
 .../plot_visualize_bad_epochs.html            | 1433 ++++++++--------
 dev/auto_examples/sg_execution_times.html     |   20 +-
 dev/explanation.html                          |    4 +-
 dev/faq.html                                  |    4 +-
 dev/generated/autoreject.AutoReject.html      |    4 +-
 dev/generated/autoreject.Ransac.html          |    4 +-
 dev/generated/autoreject.RejectLog.html       |    4 +-
 .../autoreject.compute_thresholds.html        |    4 +-
 .../autoreject.get_rejection_threshold.html   |    4 +-
 .../autoreject.read_auto_reject.html          |    4 +-
 dev/generated/autoreject.read_reject_log.html |    4 +-
 ...oreject.utils.set_matplotlib_defaults.html |    4 +-
 .../autoreject.validation_curve.html          |    4 +-
 dev/genindex.html                             |    4 +-
 dev/index.html                                |    4 +-
 dev/py-modindex.html                          |    4 +-
 dev/search.html                               |    4 +-
 dev/searchindex.js                            |    2 +-
 dev/whats_new.html                            |    4 +-
 34 files changed, 2429 insertions(+), 2424 deletions(-)

diff --git a/dev/.buildinfo b/dev/.buildinfo
index da42637..60d3e87 100644
--- a/dev/.buildinfo
+++ b/dev/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 06a9b41a3fa209400455f1f47e8b03e4
+config: c14c1612eb25042dc02c6d874290bb90
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/dev/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip b/dev/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip
index c24b918dfe978d299573de17ce861ac07d368cbc..2fbe5c46f27ab065fa78edc4e99fedd9c35ba8fd 100644
GIT binary patch
delta 134
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STY_{>zT9jF(l}Y9#R~xM!z+yd

delta 134
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diff --git a/dev/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip b/dev/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip
index 7051bae1477ce6f165a6dcd07f51903b3eabb5b6..d331d6499ab26f079bb236ea8c0fbde921742fe2 100644
GIT binary patch
delta 134
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TS8YH#C#PI>1ZkYS;;JtIG14)0

delta 134
zcmeymn)&N$X5IjAW)=|!5D@g1-pJc+&g|zcy?M6zd==)2UecRwWBmD;X8;-fS!_bg
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VS@o(7Nay5~tBxRzlUH2z1ptY=Fa-br

diff --git a/dev/_modules/autoreject/autoreject.html b/dev/_modules/autoreject/autoreject.html
index a04d46d..b58e720 100644
--- a/dev/_modules/autoreject/autoreject.html
+++ b/dev/_modules/autoreject/autoreject.html
@@ -1965,7 +1965,7 @@ <h1>Source code for autoreject.autoreject</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
   </p>
@@ -1973,7 +1973,7 @@ <h1>Source code for autoreject.autoreject</h1><div class="highlight"><pre>
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
     <br/>
   </p>
 </div>
diff --git a/dev/_modules/autoreject/ransac.html b/dev/_modules/autoreject/ransac.html
index 95cea41..88b19e4 100644
--- a/dev/_modules/autoreject/ransac.html
+++ b/dev/_modules/autoreject/ransac.html
@@ -716,7 +716,7 @@ <h1>Source code for autoreject.ransac</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
   </p>
@@ -724,7 +724,7 @@ <h1>Source code for autoreject.ransac</h1><div class="highlight"><pre>
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
     <br/>
   </p>
 </div>
diff --git a/dev/_modules/autoreject/utils.html b/dev/_modules/autoreject/utils.html
index af361c3..5a4766f 100644
--- a/dev/_modules/autoreject/utils.html
+++ b/dev/_modules/autoreject/utils.html
@@ -947,7 +947,7 @@ <h1>Source code for autoreject.utils</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
   </p>
@@ -955,7 +955,7 @@ <h1>Source code for autoreject.utils</h1><div class="highlight"><pre>
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
     <br/>
   </p>
 </div>
diff --git a/dev/_modules/index.html b/dev/_modules/index.html
index e1f387f..f384b5e 100644
--- a/dev/_modules/index.html
+++ b/dev/_modules/index.html
@@ -461,7 +461,7 @@ <h1>All modules for which code is available</h1>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
   </p>
@@ -469,7 +469,7 @@ <h1>All modules for which code is available</h1>
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
     <br/>
   </p>
 </div>
diff --git a/dev/api.html b/dev/api.html
index 8e4e4fe..86daa9d 100644
--- a/dev/api.html
+++ b/dev/api.html
@@ -445,9 +445,9 @@
                   
   <section id="api-documentation">
 <span id="api"></span><h1>API Documentation<a class="headerlink" href="#api-documentation" title="Link to this heading">#</a></h1>
-<section id="epochs-rejection">
-<h2>Epochs rejection<a class="headerlink" href="#epochs-rejection" title="Link to this heading">#</a></h2>
-<p id="module-autoreject">Automated rejection and repair of epochs in M/EEG.</p>
+<section id="module-autoreject">
+<span id="epochs-rejection"></span><h2>Epochs rejection<a class="headerlink" href="#module-autoreject" title="Link to this heading">#</a></h2>
+<p>Automated rejection and repair of epochs in M/EEG.</p>
 <p>Classes:</p>
 <table class="autosummary longtable table autosummary">
 <tbody>
@@ -483,9 +483,9 @@ <h2>Epochs rejection<a class="headerlink" href="#epochs-rejection" title="Link t
 </tbody>
 </table>
 </section>
-<section id="utilities">
-<h2>Utilities<a class="headerlink" href="#utilities" title="Link to this heading">#</a></h2>
-<p id="module-autoreject.utils">Utility functions for autoreject.</p>
+<section id="module-autoreject.utils">
+<span id="utilities"></span><h2>Utilities<a class="headerlink" href="#module-autoreject.utils" title="Link to this heading">#</a></h2>
+<p>Utility functions for autoreject.</p>
 <p>Functions:</p>
 <table class="autosummary longtable table autosummary">
 <tbody>
@@ -544,10 +544,10 @@ <h2>Utilities<a class="headerlink" href="#utilities" title="Link to this heading
   </div>
   <nav class="bd-toc-nav page-toc">
     <ul class="visible nav section-nav flex-column">
-<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#epochs-rejection">Epochs rejection</a><ul class="nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#module-autoreject">Epochs rejection</a><ul class="nav section-nav flex-column">
 </ul>
 </li>
-<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#utilities">Utilities</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#module-autoreject.utils">Utilities</a></li>
 </ul>
   </nav></div>
 
@@ -575,7 +575,7 @@ <h2>Utilities<a class="headerlink" href="#utilities" title="Link to this heading
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
   </p>
@@ -583,7 +583,7 @@ <h2>Utilities<a class="headerlink" href="#utilities" title="Link to this heading
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
     <br/>
   </p>
 </div>
diff --git a/dev/auto_examples/index.html b/dev/auto_examples/index.html
index 5937fdd..1ed95bc 100644
--- a/dev/auto_examples/index.html
+++ b/dev/auto_examples/index.html
@@ -532,7 +532,7 @@
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
   </p>
@@ -540,7 +540,7 @@
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
     <br/>
   </p>
 </div>
diff --git a/dev/auto_examples/plot_auto_repair.html b/dev/auto_examples/plot_auto_repair.html
index f73d2dd..23adde2 100644
--- a/dev/auto_examples/plot_auto_repair.html
+++ b/dev/auto_examples/plot_auto_repair.html
@@ -548,244 +548,244 @@
 <div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Running autoreject on ch_type=grad
 
   0%|          | Creating augmented epochs : 0/204 [00:00&lt;?,       ?it/s]
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@@ -793,286 +793,286 @@
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   0%|          | Repairing epochs : 0/72 [00:00&lt;?,       ?it/s]
 
 
-  3%|▎         | Repairing epochs : 2/72 [00:00&lt;00:00,   86.54it/s]
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+ 64%|██████▍   | Repairing epochs : 46/72 [00:00&lt;00:00,   84.35it/s]
 
 
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+ 69%|██████▉   | Repairing epochs : 50/72 [00:00&lt;00:00,   84.25it/s]
 
 
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+ 72%|███████▏  | Repairing epochs : 52/72 [00:00&lt;00:00,   84.26it/s]
 
 
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+ 75%|███████▌  | Repairing epochs : 54/72 [00:00&lt;00:00,   84.21it/s]
 
 
- 78%|███████▊  | Repairing epochs : 56/72 [00:00&lt;00:00,   86.85it/s]
+ 78%|███████▊  | Repairing epochs : 56/72 [00:00&lt;00:00,   84.18it/s]
 
 
- 81%|████████  | Repairing epochs : 58/72 [00:00&lt;00:00,   86.88it/s]
+ 81%|████████  | Repairing epochs : 58/72 [00:00&lt;00:00,   84.17it/s]
 
 
- 83%|████████▎ | Repairing epochs : 60/72 [00:00&lt;00:00,   86.86it/s]
+ 83%|████████▎ | Repairing epochs : 60/72 [00:00&lt;00:00,   84.15it/s]
 
 
- 86%|████████▌ | Repairing epochs : 62/72 [00:00&lt;00:00,   86.85it/s]
+ 86%|████████▌ | Repairing epochs : 62/72 [00:00&lt;00:00,   84.16it/s]
 
 
- 89%|████████▉ | Repairing epochs : 64/72 [00:00&lt;00:00,   86.83it/s]
+ 89%|████████▉ | Repairing epochs : 64/72 [00:00&lt;00:00,   84.16it/s]
 
 
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+ 92%|█████████▏| Repairing epochs : 66/72 [00:00&lt;00:00,   84.13it/s]
 
 
- 94%|█████████▍| Repairing epochs : 68/72 [00:00&lt;00:00,   86.75it/s]
+ 94%|█████████▍| Repairing epochs : 68/72 [00:00&lt;00:00,   84.08it/s]
 
 
- 97%|█████████▋| Repairing epochs : 70/72 [00:00&lt;00:00,   86.71it/s]
+ 97%|█████████▋| Repairing epochs : 70/72 [00:00&lt;00:00,   84.07it/s]
 
 
-100%|██████████| Repairing epochs : 72/72 [00:00&lt;00:00,   86.60it/s]
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+100%|██████████| Repairing epochs : 72/72 [00:00&lt;00:00,   84.16it/s]
 
 
   0%|          | n_interp : 0/3 [00:00&lt;?,       ?it/s]
@@ -1081,221 +1081,221 @@
   0%|          | Repairing epochs : 0/72 [00:00&lt;?,       ?it/s]
 
 
-  1%|▏         | Repairing epochs : 1/72 [00:00&lt;00:14,    4.92it/s]
+  1%|▏         | Repairing epochs : 1/72 [00:00&lt;00:12,    5.87it/s]
 
 
-  3%|▎         | Repairing epochs : 2/72 [00:00&lt;00:11,    5.96it/s]
+  3%|▎         | Repairing epochs : 2/72 [00:00&lt;00:10,    6.59it/s]
 
 
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+  4%|▍         | Repairing epochs : 3/72 [00:00&lt;00:10,    6.88it/s]
 
 
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+  6%|▌         | Repairing epochs : 4/72 [00:00&lt;00:09,    7.08it/s]
 
 
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+  7%|▋         | Repairing epochs : 5/72 [00:00&lt;00:09,    7.18it/s]
 
 
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+ 10%|▉         | Repairing epochs : 7/72 [00:00&lt;00:08,    7.31it/s]
 
 
- 11%|█         | Repairing epochs : 8/72 [00:01&lt;00:08,    7.18it/s]
+ 11%|█         | Repairing epochs : 8/72 [00:01&lt;00:08,    7.35it/s]
 
 
- 12%|█▎        | Repairing epochs : 9/72 [00:01&lt;00:08,    7.24it/s]
+ 12%|█▎        | Repairing epochs : 9/72 [00:01&lt;00:08,    7.39it/s]
 
 
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+ 14%|█▍        | Repairing epochs : 10/72 [00:01&lt;00:08,    7.41it/s]
 
 
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+ 15%|█▌        | Repairing epochs : 11/72 [00:01&lt;00:08,    7.43it/s]
 
 
- 17%|█▋        | Repairing epochs : 12/72 [00:01&lt;00:08,    6.83it/s]
+ 17%|█▋        | Repairing epochs : 12/72 [00:01&lt;00:08,    7.45it/s]
 
 
- 18%|█▊        | Repairing epochs : 13/72 [00:01&lt;00:08,    6.90it/s]
+ 18%|█▊        | Repairing epochs : 13/72 [00:01&lt;00:07,    7.46it/s]
 
 
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+ 19%|█▉        | Repairing epochs : 14/72 [00:01&lt;00:07,    7.46it/s]
 
 
- 21%|██        | Repairing epochs : 15/72 [00:02&lt;00:08,    7.02it/s]
+ 21%|██        | Repairing epochs : 15/72 [00:02&lt;00:07,    7.47it/s]
 
 
- 22%|██▏       | Repairing epochs : 16/72 [00:02&lt;00:07,    7.07it/s]
+ 22%|██▏       | Repairing epochs : 16/72 [00:02&lt;00:07,    7.48it/s]
 
 
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+ 24%|██▎       | Repairing epochs : 17/72 [00:02&lt;00:07,    7.48it/s]
 
 
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+ 25%|██▌       | Repairing epochs : 18/72 [00:02&lt;00:07,    7.48it/s]
 
 
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+ 26%|██▋       | Repairing epochs : 19/72 [00:02&lt;00:07,    7.49it/s]
 
 
- 28%|██▊       | Repairing epochs : 20/72 [00:02&lt;00:07,    6.98it/s]
+ 28%|██▊       | Repairing epochs : 20/72 [00:02&lt;00:06,    7.50it/s]
 
 
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+ 29%|██▉       | Repairing epochs : 21/72 [00:02&lt;00:06,    7.50it/s]
 
 
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+ 31%|███       | Repairing epochs : 22/72 [00:02&lt;00:06,    7.50it/s]
 
 
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+ 32%|███▏      | Repairing epochs : 23/72 [00:03&lt;00:06,    7.50it/s]
 
 
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+ 33%|███▎      | Repairing epochs : 24/72 [00:03&lt;00:06,    7.50it/s]
 
 
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+ 35%|███▍      | Repairing epochs : 25/72 [00:03&lt;00:06,    7.51it/s]
 
 
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+ 36%|███▌      | Repairing epochs : 26/72 [00:03&lt;00:06,    7.50it/s]
 
 
- 38%|███▊      | Repairing epochs : 27/72 [00:03&lt;00:06,    6.96it/s]
+ 38%|███▊      | Repairing epochs : 27/72 [00:03&lt;00:05,    7.51it/s]
 
 
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+ 39%|███▉      | Repairing epochs : 28/72 [00:03&lt;00:05,    7.51it/s]
 
 
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+ 40%|████      | Repairing epochs : 29/72 [00:03&lt;00:05,    7.52it/s]
 
 
- 42%|████▏     | Repairing epochs : 30/72 [00:04&lt;00:05,    7.03it/s]
+ 42%|████▏     | Repairing epochs : 30/72 [00:04&lt;00:05,    7.53it/s]
 
 
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+ 49%|████▊     | Repairing epochs : 35/72 [00:04&lt;00:04,    7.52it/s]
 
 
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+ 50%|█████     | Repairing epochs : 36/72 [00:04&lt;00:04,    7.36it/s]
 
 
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+ 65%|██████▌   | Repairing epochs : 47/72 [00:06&lt;00:03,    7.44it/s]
 
 
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+ 67%|██████▋   | Repairing epochs : 48/72 [00:06&lt;00:03,    7.45it/s]
 
 
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+ 68%|██████▊   | Repairing epochs : 49/72 [00:06&lt;00:03,    7.46it/s]
 
 
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+ 69%|██████▉   | Repairing epochs : 50/72 [00:06&lt;00:02,    7.47it/s]
 
 
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+ 71%|███████   | Repairing epochs : 51/72 [00:06&lt;00:02,    7.48it/s]
 
 
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+ 76%|███████▋  | Repairing epochs : 55/72 [00:07&lt;00:02,    7.50it/s]
 
 
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+ 79%|███████▉  | Repairing epochs : 57/72 [00:07&lt;00:01,    7.51it/s]
 
 
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+ 83%|████████▎ | Repairing epochs : 60/72 [00:08&lt;00:01,    7.34it/s]
 
 
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+ 85%|████████▍ | Repairing epochs : 61/72 [00:08&lt;00:01,    7.36it/s]
 
 
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+ 86%|████████▌ | Repairing epochs : 62/72 [00:08&lt;00:01,    7.37it/s]
 
 
- 88%|████████▊ | Repairing epochs : 63/72 [00:08&lt;00:01,    7.22it/s]
+ 88%|████████▊ | Repairing epochs : 63/72 [00:08&lt;00:01,    7.38it/s]
 
 
- 89%|████████▉ | Repairing epochs : 64/72 [00:09&lt;00:01,    7.25it/s]
+ 89%|████████▉ | Repairing epochs : 64/72 [00:08&lt;00:01,    7.39it/s]
 
 
- 90%|█████████ | Repairing epochs : 65/72 [00:09&lt;00:00,    7.27it/s]
+ 90%|█████████ | Repairing epochs : 65/72 [00:08&lt;00:00,    7.40it/s]
 
 
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+ 92%|█████████▏| Repairing epochs : 66/72 [00:08&lt;00:00,    7.41it/s]
 
 
- 93%|█████████▎| Repairing epochs : 67/72 [00:09&lt;00:00,    7.26it/s]
+ 93%|█████████▎| Repairing epochs : 67/72 [00:09&lt;00:00,    7.42it/s]
 
 
- 94%|█████████▍| Repairing epochs : 68/72 [00:09&lt;00:00,    7.15it/s]
+ 94%|█████████▍| Repairing epochs : 68/72 [00:09&lt;00:00,    7.43it/s]
 
 
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+ 96%|█████████▌| Repairing epochs : 69/72 [00:09&lt;00:00,    7.44it/s]
 
 
- 97%|█████████▋| Repairing epochs : 70/72 [00:09&lt;00:00,    7.11it/s]
+ 97%|█████████▋| Repairing epochs : 70/72 [00:09&lt;00:00,    7.45it/s]
 
 
- 99%|█████████▊| Repairing epochs : 71/72 [00:10&lt;00:00,    7.10it/s]
+ 99%|█████████▊| Repairing epochs : 71/72 [00:09&lt;00:00,    7.46it/s]
 
 
-100%|██████████| Repairing epochs : 72/72 [00:10&lt;00:00,    7.01it/s]
-100%|██████████| Repairing epochs : 72/72 [00:10&lt;00:00,    7.00it/s]
+100%|██████████| Repairing epochs : 72/72 [00:09&lt;00:00,    7.46it/s]
+100%|██████████| Repairing epochs : 72/72 [00:09&lt;00:00,    7.44it/s]
 
 
 
@@ -1304,267 +1304,267 @@
 
 
 
- 10%|█         | Fold : 1/10 [00:00&lt;00:01,    5.11it/s]
+ 10%|█         | Fold : 1/10 [00:00&lt;00:01,    5.57it/s]
 
 
 
- 20%|██        | Fold : 2/10 [00:00&lt;00:01,    5.86it/s]
+ 20%|██        | Fold : 2/10 [00:00&lt;00:01,    5.99it/s]
 
 
 
- 30%|███       | Fold : 3/10 [00:00&lt;00:01,    6.22it/s]
+ 30%|███       | Fold : 3/10 [00:00&lt;00:01,    6.21it/s]
 
 
 
- 40%|████      | Fold : 4/10 [00:00&lt;00:00,    6.44it/s]
+ 40%|████      | Fold : 4/10 [00:00&lt;00:00,    6.35it/s]
 
 
 
- 50%|█████     | Fold : 5/10 [00:00&lt;00:00,    6.56it/s]
+ 50%|█████     | Fold : 5/10 [00:00&lt;00:00,    6.39it/s]
 
 
 
- 60%|██████    | Fold : 6/10 [00:00&lt;00:00,    6.63it/s]
+ 60%|██████    | Fold : 6/10 [00:00&lt;00:00,    6.43it/s]
 
 
 
- 70%|███████   | Fold : 7/10 [00:01&lt;00:00,    6.67it/s]
+ 70%|███████   | Fold : 7/10 [00:01&lt;00:00,    6.46it/s]
 
 
 
- 80%|████████  | Fold : 8/10 [00:01&lt;00:00,    6.69it/s]
+ 80%|████████  | Fold : 8/10 [00:01&lt;00:00,    6.45it/s]
 
 
 
- 90%|█████████ | Fold : 9/10 [00:01&lt;00:00,    6.70it/s]
+ 90%|█████████ | Fold : 9/10 [00:01&lt;00:00,    6.47it/s]
 
 
 
-100%|██████████| Fold : 10/10 [00:01&lt;00:00,    6.73it/s]
-100%|██████████| Fold : 10/10 [00:01&lt;00:00,    6.68it/s]
+100%|██████████| Fold : 10/10 [00:01&lt;00:00,    6.47it/s]
+100%|██████████| Fold : 10/10 [00:01&lt;00:00,    6.45it/s]
 
 
- 33%|███▎      | n_interp : 1/3 [00:12&lt;00:24,   12.05s/it]
+ 33%|███▎      | n_interp : 1/3 [00:11&lt;00:22,   11.49s/it]
 
 
   0%|          | Repairing epochs : 0/72 [00:00&lt;?,       ?it/s]
 
 
-  1%|▏         | Repairing epochs : 1/72 [00:00&lt;00:08,    8.33it/s]
+  1%|▏         | Repairing epochs : 1/72 [00:00&lt;00:08,    7.90it/s]
 
 
-  3%|▎         | Repairing epochs : 2/72 [00:00&lt;00:10,    6.72it/s]
+  3%|▎         | Repairing epochs : 2/72 [00:00&lt;00:10,    6.49it/s]
 
 
-  4%|▍         | Repairing epochs : 3/72 [00:00&lt;00:10,    6.33it/s]
+  4%|▍         | Repairing epochs : 3/72 [00:00&lt;00:10,    6.30it/s]
 
 
-  6%|▌         | Repairing epochs : 4/72 [00:00&lt;00:11,    6.12it/s]
+  6%|▌         | Repairing epochs : 4/72 [00:00&lt;00:10,    6.63it/s]
 
 
-  7%|▋         | Repairing epochs : 5/72 [00:00&lt;00:11,    6.02it/s]
+  7%|▋         | Repairing epochs : 5/72 [00:00&lt;00:09,    6.83it/s]
 
 
-  8%|▊         | Repairing epochs : 6/72 [00:00&lt;00:10,    6.27it/s]
+  8%|▊         | Repairing epochs : 6/72 [00:00&lt;00:09,    6.98it/s]
 
 
- 10%|▉         | Repairing epochs : 7/72 [00:01&lt;00:10,    6.48it/s]
+ 10%|▉         | Repairing epochs : 7/72 [00:00&lt;00:09,    7.08it/s]
 
 
- 11%|█         | Repairing epochs : 8/72 [00:01&lt;00:09,    6.64it/s]
+ 11%|█         | Repairing epochs : 8/72 [00:01&lt;00:08,    7.15it/s]
 
 
- 12%|█▎        | Repairing epochs : 9/72 [00:01&lt;00:09,    6.78it/s]
+ 12%|█▎        | Repairing epochs : 9/72 [00:01&lt;00:08,    7.21it/s]
 
 
- 14%|█▍        | Repairing epochs : 10/72 [00:01&lt;00:09,    6.88it/s]
+ 14%|█▍        | Repairing epochs : 10/72 [00:01&lt;00:08,    7.25it/s]
 
 
- 15%|█▌        | Repairing epochs : 11/72 [00:01&lt;00:08,    6.97it/s]
+ 15%|█▌        | Repairing epochs : 11/72 [00:01&lt;00:08,    7.29it/s]
 
 
- 17%|█▋        | Repairing epochs : 12/72 [00:01&lt;00:08,    6.98it/s]
+ 17%|█▋        | Repairing epochs : 12/72 [00:01&lt;00:08,    7.33it/s]
 
 
- 18%|█▊        | Repairing epochs : 13/72 [00:01&lt;00:08,    6.81it/s]
+ 18%|█▊        | Repairing epochs : 13/72 [00:01&lt;00:08,    7.36it/s]
 
 
- 19%|█▉        | Repairing epochs : 14/72 [00:02&lt;00:08,    6.68it/s]
+ 19%|█▉        | Repairing epochs : 14/72 [00:01&lt;00:07,    7.39it/s]
 
 
- 21%|██        | Repairing epochs : 15/72 [00:02&lt;00:08,    6.57it/s]
+ 21%|██        | Repairing epochs : 15/72 [00:02&lt;00:07,    7.41it/s]
 
 
- 22%|██▏       | Repairing epochs : 16/72 [00:02&lt;00:08,    6.66it/s]
+ 22%|██▏       | Repairing epochs : 16/72 [00:02&lt;00:07,    7.44it/s]
 
 
- 24%|██▎       | Repairing epochs : 17/72 [00:02&lt;00:08,    6.74it/s]
+ 24%|██▎       | Repairing epochs : 17/72 [00:02&lt;00:07,    7.45it/s]
 
 
- 25%|██▌       | Repairing epochs : 18/72 [00:02&lt;00:07,    6.82it/s]
+ 25%|██▌       | Repairing epochs : 18/72 [00:02&lt;00:07,    7.46it/s]
 
 
- 26%|██▋       | Repairing epochs : 19/72 [00:02&lt;00:07,    6.89it/s]
+ 26%|██▋       | Repairing epochs : 19/72 [00:02&lt;00:07,    7.48it/s]
 
 
- 28%|██▊       | Repairing epochs : 20/72 [00:02&lt;00:07,    6.95it/s]
+ 28%|██▊       | Repairing epochs : 20/72 [00:02&lt;00:06,    7.49it/s]
 
 
- 29%|██▉       | Repairing epochs : 21/72 [00:03&lt;00:07,    7.01it/s]
+ 29%|██▉       | Repairing epochs : 21/72 [00:02&lt;00:06,    7.50it/s]
 
 
- 31%|███       | Repairing epochs : 22/72 [00:03&lt;00:07,    7.03it/s]
+ 31%|███       | Repairing epochs : 22/72 [00:02&lt;00:06,    7.51it/s]
 
 
- 32%|███▏      | Repairing epochs : 23/72 [00:03&lt;00:06,    7.08it/s]
+ 32%|███▏      | Repairing epochs : 23/72 [00:03&lt;00:06,    7.52it/s]
 
 
- 33%|███▎      | Repairing epochs : 24/72 [00:03&lt;00:06,    7.12it/s]
+ 33%|███▎      | Repairing epochs : 24/72 [00:03&lt;00:06,    7.53it/s]
 
 
- 35%|███▍      | Repairing epochs : 25/72 [00:03&lt;00:06,    7.16it/s]
+ 35%|███▍      | Repairing epochs : 25/72 [00:03&lt;00:06,    7.53it/s]
 
 
- 36%|███▌      | Repairing epochs : 26/72 [00:03&lt;00:06,    7.20it/s]
+ 36%|███▌      | Repairing epochs : 26/72 [00:03&lt;00:06,    7.54it/s]
 
 
- 38%|███▊      | Repairing epochs : 27/72 [00:03&lt;00:06,    7.23it/s]
+ 38%|███▊      | Repairing epochs : 27/72 [00:03&lt;00:05,    7.54it/s]
 
 
- 39%|███▉      | Repairing epochs : 28/72 [00:03&lt;00:06,    7.26it/s]
+ 39%|███▉      | Repairing epochs : 28/72 [00:03&lt;00:05,    7.54it/s]
 
 
- 40%|████      | Repairing epochs : 29/72 [00:04&lt;00:05,    7.29it/s]
+ 40%|████      | Repairing epochs : 29/72 [00:03&lt;00:05,    7.54it/s]
 
 
- 42%|████▏     | Repairing epochs : 30/72 [00:04&lt;00:05,    7.32it/s]
+ 42%|████▏     | Repairing epochs : 30/72 [00:04&lt;00:05,    7.55it/s]
 
 
- 43%|████▎     | Repairing epochs : 31/72 [00:04&lt;00:05,    7.34it/s]
+ 43%|████▎     | Repairing epochs : 31/72 [00:04&lt;00:05,    7.55it/s]
 
 
- 44%|████▍     | Repairing epochs : 32/72 [00:04&lt;00:05,    7.36it/s]
+ 44%|████▍     | Repairing epochs : 32/72 [00:04&lt;00:05,    7.55it/s]
 
 
- 46%|████▌     | Repairing epochs : 33/72 [00:04&lt;00:05,    7.38it/s]
+ 46%|████▌     | Repairing epochs : 33/72 [00:04&lt;00:05,    7.55it/s]
 
 
- 47%|████▋     | Repairing epochs : 34/72 [00:04&lt;00:05,    7.39it/s]
+ 47%|████▋     | Repairing epochs : 34/72 [00:04&lt;00:05,    7.55it/s]
 
 
- 49%|████▊     | Repairing epochs : 35/72 [00:04&lt;00:05,    7.39it/s]
+ 49%|████▊     | Repairing epochs : 35/72 [00:04&lt;00:04,    7.56it/s]
 
 
- 50%|█████     | Repairing epochs : 36/72 [00:05&lt;00:04,    7.40it/s]
+ 50%|█████     | Repairing epochs : 36/72 [00:04&lt;00:04,    7.56it/s]
 
 
- 51%|█████▏    | Repairing epochs : 37/72 [00:05&lt;00:04,    7.41it/s]
+ 51%|█████▏    | Repairing epochs : 37/72 [00:04&lt;00:04,    7.56it/s]
 
 
- 53%|█████▎    | Repairing epochs : 38/72 [00:05&lt;00:04,    7.42it/s]
+ 53%|█████▎    | Repairing epochs : 38/72 [00:05&lt;00:04,    7.57it/s]
 
 
- 54%|█████▍    | Repairing epochs : 39/72 [00:05&lt;00:04,    7.44it/s]
+ 54%|█████▍    | Repairing epochs : 39/72 [00:05&lt;00:04,    7.58it/s]
 
 
- 56%|█████▌    | Repairing epochs : 40/72 [00:05&lt;00:04,    7.45it/s]
+ 56%|█████▌    | Repairing epochs : 40/72 [00:05&lt;00:04,    7.58it/s]
 
 
- 57%|█████▋    | Repairing epochs : 41/72 [00:05&lt;00:04,    7.47it/s]
+ 57%|█████▋    | Repairing epochs : 41/72 [00:05&lt;00:04,    7.58it/s]
 
 
- 58%|█████▊    | Repairing epochs : 42/72 [00:05&lt;00:04,    7.48it/s]
+ 58%|█████▊    | Repairing epochs : 42/72 [00:05&lt;00:03,    7.58it/s]
 
 
- 60%|█████▉    | Repairing epochs : 43/72 [00:05&lt;00:03,    7.49it/s]
+ 60%|█████▉    | Repairing epochs : 43/72 [00:05&lt;00:03,    7.59it/s]
 
 
- 61%|██████    | Repairing epochs : 44/72 [00:06&lt;00:03,    7.50it/s]
+ 61%|██████    | Repairing epochs : 44/72 [00:05&lt;00:03,    7.58it/s]
 
 
- 62%|██████▎   | Repairing epochs : 45/72 [00:06&lt;00:03,    7.51it/s]
+ 62%|██████▎   | Repairing epochs : 45/72 [00:05&lt;00:03,    7.58it/s]
 
 
- 64%|██████▍   | Repairing epochs : 46/72 [00:06&lt;00:03,    7.52it/s]
+ 64%|██████▍   | Repairing epochs : 46/72 [00:06&lt;00:03,    7.59it/s]
 
 
- 65%|██████▌   | Repairing epochs : 47/72 [00:06&lt;00:03,    7.54it/s]
+ 65%|██████▌   | Repairing epochs : 47/72 [00:06&lt;00:03,    7.59it/s]
 
 
- 67%|██████▋   | Repairing epochs : 48/72 [00:06&lt;00:03,    7.55it/s]
+ 67%|██████▋   | Repairing epochs : 48/72 [00:06&lt;00:03,    7.59it/s]
 
 
- 68%|██████▊   | Repairing epochs : 49/72 [00:06&lt;00:03,    7.56it/s]
+ 68%|██████▊   | Repairing epochs : 49/72 [00:06&lt;00:03,    7.60it/s]
 
 
- 69%|██████▉   | Repairing epochs : 50/72 [00:06&lt;00:02,    7.57it/s]
+ 69%|██████▉   | Repairing epochs : 50/72 [00:06&lt;00:02,    7.60it/s]
 
 
- 71%|███████   | Repairing epochs : 51/72 [00:06&lt;00:02,    7.57it/s]
+ 71%|███████   | Repairing epochs : 51/72 [00:06&lt;00:02,    7.61it/s]
 
 
- 72%|███████▏  | Repairing epochs : 52/72 [00:07&lt;00:02,    7.58it/s]
+ 72%|███████▏  | Repairing epochs : 52/72 [00:06&lt;00:02,    7.61it/s]
 
 
- 74%|███████▎  | Repairing epochs : 53/72 [00:07&lt;00:02,    7.59it/s]
+ 74%|███████▎  | Repairing epochs : 53/72 [00:07&lt;00:02,    7.61it/s]
 
 
- 75%|███████▌  | Repairing epochs : 54/72 [00:07&lt;00:02,    7.60it/s]
+ 75%|███████▌  | Repairing epochs : 54/72 [00:07&lt;00:02,    7.61it/s]
 
 
- 76%|███████▋  | Repairing epochs : 55/72 [00:07&lt;00:02,    7.60it/s]
+ 76%|███████▋  | Repairing epochs : 55/72 [00:07&lt;00:02,    7.61it/s]
 
 
  78%|███████▊  | Repairing epochs : 56/72 [00:07&lt;00:02,    7.61it/s]
 
 
- 79%|███████▉  | Repairing epochs : 57/72 [00:07&lt;00:01,    7.58it/s]
+ 79%|███████▉  | Repairing epochs : 57/72 [00:07&lt;00:01,    7.60it/s]
 
 
- 81%|████████  | Repairing epochs : 58/72 [00:07&lt;00:01,    7.45it/s]
+ 81%|████████  | Repairing epochs : 58/72 [00:07&lt;00:01,    7.60it/s]
 
 
- 82%|████████▏ | Repairing epochs : 59/72 [00:08&lt;00:01,    7.32it/s]
+ 82%|████████▏ | Repairing epochs : 59/72 [00:07&lt;00:01,    7.60it/s]
 
 
- 83%|████████▎ | Repairing epochs : 60/72 [00:08&lt;00:01,    7.34it/s]
+ 83%|████████▎ | Repairing epochs : 60/72 [00:07&lt;00:01,    7.61it/s]
 
 
- 85%|████████▍ | Repairing epochs : 61/72 [00:08&lt;00:01,    7.33it/s]
+ 85%|████████▍ | Repairing epochs : 61/72 [00:08&lt;00:01,    7.61it/s]
 
 
- 86%|████████▌ | Repairing epochs : 62/72 [00:08&lt;00:01,    7.22it/s]
+ 86%|████████▌ | Repairing epochs : 62/72 [00:08&lt;00:01,    7.61it/s]
 
 
- 88%|████████▊ | Repairing epochs : 63/72 [00:08&lt;00:01,    7.12it/s]
+ 88%|████████▊ | Repairing epochs : 63/72 [00:08&lt;00:01,    7.61it/s]
 
 
- 89%|████████▉ | Repairing epochs : 64/72 [00:08&lt;00:01,    7.02it/s]
+ 89%|████████▉ | Repairing epochs : 64/72 [00:08&lt;00:01,    7.60it/s]
 
 
- 90%|█████████ | Repairing epochs : 65/72 [00:09&lt;00:00,    7.06it/s]
+ 90%|█████████ | Repairing epochs : 65/72 [00:08&lt;00:00,    7.60it/s]
 
 
- 92%|█████████▏| Repairing epochs : 66/72 [00:09&lt;00:00,    7.09it/s]
+ 92%|█████████▏| Repairing epochs : 66/72 [00:08&lt;00:00,    7.60it/s]
 
 
- 93%|█████████▎| Repairing epochs : 67/72 [00:09&lt;00:00,    7.12it/s]
+ 93%|█████████▎| Repairing epochs : 67/72 [00:08&lt;00:00,    7.61it/s]
 
 
- 94%|█████████▍| Repairing epochs : 68/72 [00:09&lt;00:00,    7.15it/s]
+ 94%|█████████▍| Repairing epochs : 68/72 [00:09&lt;00:00,    7.61it/s]
 
 
- 96%|█████████▌| Repairing epochs : 69/72 [00:09&lt;00:00,    7.18it/s]
+ 96%|█████████▌| Repairing epochs : 69/72 [00:09&lt;00:00,    7.61it/s]
 
 
- 97%|█████████▋| Repairing epochs : 70/72 [00:09&lt;00:00,    7.21it/s]
+ 97%|█████████▋| Repairing epochs : 70/72 [00:09&lt;00:00,    7.61it/s]
 
 
- 99%|█████████▊| Repairing epochs : 71/72 [00:09&lt;00:00,    7.24it/s]
+ 99%|█████████▊| Repairing epochs : 71/72 [00:09&lt;00:00,    7.62it/s]
 
 
-100%|██████████| Repairing epochs : 72/72 [00:09&lt;00:00,    7.26it/s]
-100%|██████████| Repairing epochs : 72/72 [00:09&lt;00:00,    7.25it/s]
+100%|██████████| Repairing epochs : 72/72 [00:09&lt;00:00,    7.62it/s]
+100%|██████████| Repairing epochs : 72/72 [00:09&lt;00:00,    7.56it/s]
 
 
 
@@ -1573,236 +1573,236 @@
 
 
 
- 10%|█         | Fold : 1/10 [00:00&lt;00:01,    5.79it/s]
+ 10%|█         | Fold : 1/10 [00:00&lt;00:01,    5.43it/s]
 
 
 
- 20%|██        | Fold : 2/10 [00:00&lt;00:01,    6.20it/s]
+ 20%|██        | Fold : 2/10 [00:00&lt;00:01,    5.80it/s]
 
 
 
- 30%|███       | Fold : 3/10 [00:00&lt;00:01,    6.45it/s]
+ 30%|███       | Fold : 3/10 [00:00&lt;00:01,    6.02it/s]
 
 
 
- 40%|████      | Fold : 4/10 [00:00&lt;00:00,    6.60it/s]
+ 40%|████      | Fold : 4/10 [00:00&lt;00:00,    6.15it/s]
 
 
 
- 50%|█████     | Fold : 5/10 [00:00&lt;00:00,    6.67it/s]
+ 50%|█████     | Fold : 5/10 [00:00&lt;00:00,    6.26it/s]
 
 
 
- 60%|██████    | Fold : 6/10 [00:00&lt;00:00,    6.75it/s]
+ 60%|██████    | Fold : 6/10 [00:00&lt;00:00,    6.30it/s]
 
 
 
- 70%|███████   | Fold : 7/10 [00:01&lt;00:00,    6.78it/s]
+ 70%|███████   | Fold : 7/10 [00:01&lt;00:00,    6.33it/s]
 
 
 
- 80%|████████  | Fold : 8/10 [00:01&lt;00:00,    6.77it/s]
+ 80%|████████  | Fold : 8/10 [00:01&lt;00:00,    6.33it/s]
 
 
 
- 90%|█████████ | Fold : 9/10 [00:01&lt;00:00,    6.77it/s]
+ 90%|█████████ | Fold : 9/10 [00:01&lt;00:00,    6.34it/s]
 
 
 
-100%|██████████| Fold : 10/10 [00:01&lt;00:00,    6.79it/s]
-100%|██████████| Fold : 10/10 [00:01&lt;00:00,    6.76it/s]
+100%|██████████| Fold : 10/10 [00:01&lt;00:00,    6.36it/s]
+100%|██████████| Fold : 10/10 [00:01&lt;00:00,    6.33it/s]
 
 
- 67%|██████▋   | n_interp : 2/3 [00:23&lt;00:11,   11.85s/it]
+ 67%|██████▋   | n_interp : 2/3 [00:22&lt;00:11,   11.42s/it]
 
 
   0%|          | Repairing epochs : 0/72 [00:00&lt;?,       ?it/s]
 
 
-  1%|▏         | Repairing epochs : 1/72 [00:00&lt;00:07,    9.54it/s]
+  1%|▏         | Repairing epochs : 1/72 [00:00&lt;00:07,    9.09it/s]
 
 
-  3%|▎         | Repairing epochs : 2/72 [00:00&lt;00:09,    7.36it/s]
+  3%|▎         | Repairing epochs : 2/72 [00:00&lt;00:10,    6.83it/s]
 
 
-  4%|▍         | Repairing epochs : 3/72 [00:00&lt;00:09,    7.51it/s]
+  4%|▍         | Repairing epochs : 3/72 [00:00&lt;00:10,    6.36it/s]
 
 
-  6%|▌         | Repairing epochs : 4/72 [00:00&lt;00:08,    7.57it/s]
+  6%|▌         | Repairing epochs : 4/72 [00:00&lt;00:10,    6.54it/s]
 
 
-  7%|▋         | Repairing epochs : 5/72 [00:00&lt;00:08,    7.62it/s]
+  7%|▋         | Repairing epochs : 5/72 [00:00&lt;00:09,    6.75it/s]
 
 
-  8%|▊         | Repairing epochs : 6/72 [00:00&lt;00:08,    7.65it/s]
+  8%|▊         | Repairing epochs : 6/72 [00:00&lt;00:09,    6.91it/s]
 
 
- 10%|▉         | Repairing epochs : 7/72 [00:00&lt;00:08,    7.67it/s]
+ 10%|▉         | Repairing epochs : 7/72 [00:01&lt;00:09,    7.02it/s]
 
 
- 11%|█         | Repairing epochs : 8/72 [00:01&lt;00:08,    7.68it/s]
+ 11%|█         | Repairing epochs : 8/72 [00:01&lt;00:09,    7.11it/s]
 
 
- 12%|█▎        | Repairing epochs : 9/72 [00:01&lt;00:08,    7.69it/s]
+ 12%|█▎        | Repairing epochs : 9/72 [00:01&lt;00:08,    7.18it/s]
 
 
- 14%|█▍        | Repairing epochs : 10/72 [00:01&lt;00:08,    7.72it/s]
+ 14%|█▍        | Repairing epochs : 10/72 [00:01&lt;00:08,    7.23it/s]
 
 
- 15%|█▌        | Repairing epochs : 11/72 [00:01&lt;00:07,    7.75it/s]
+ 15%|█▌        | Repairing epochs : 11/72 [00:01&lt;00:08,    7.30it/s]
 
 
- 17%|█▋        | Repairing epochs : 12/72 [00:01&lt;00:07,    7.76it/s]
+ 17%|█▋        | Repairing epochs : 12/72 [00:01&lt;00:08,    7.32it/s]
 
 
- 18%|█▊        | Repairing epochs : 13/72 [00:01&lt;00:07,    7.75it/s]
+ 18%|█▊        | Repairing epochs : 13/72 [00:01&lt;00:08,    7.34it/s]
 
 
- 19%|█▉        | Repairing epochs : 14/72 [00:01&lt;00:07,    7.76it/s]
+ 19%|█▉        | Repairing epochs : 14/72 [00:01&lt;00:07,    7.37it/s]
 
 
- 21%|██        | Repairing epochs : 15/72 [00:01&lt;00:07,    7.78it/s]
+ 21%|██        | Repairing epochs : 15/72 [00:02&lt;00:07,    7.42it/s]
 
 
- 22%|██▏       | Repairing epochs : 16/72 [00:02&lt;00:07,    7.80it/s]
+ 22%|██▏       | Repairing epochs : 16/72 [00:02&lt;00:07,    7.45it/s]
 
 
- 24%|██▎       | Repairing epochs : 17/72 [00:02&lt;00:07,    7.80it/s]
+ 24%|██▎       | Repairing epochs : 17/72 [00:02&lt;00:07,    7.47it/s]
 
 
- 25%|██▌       | Repairing epochs : 18/72 [00:02&lt;00:06,    7.80it/s]
+ 25%|██▌       | Repairing epochs : 18/72 [00:02&lt;00:07,    7.49it/s]
 
 
- 26%|██▋       | Repairing epochs : 19/72 [00:02&lt;00:06,    7.80it/s]
+ 26%|██▋       | Repairing epochs : 19/72 [00:02&lt;00:07,    7.50it/s]
 
 
- 28%|██▊       | Repairing epochs : 20/72 [00:02&lt;00:06,    7.82it/s]
+ 28%|██▊       | Repairing epochs : 20/72 [00:02&lt;00:06,    7.53it/s]
 
 
- 29%|██▉       | Repairing epochs : 21/72 [00:02&lt;00:06,    7.83it/s]
+ 29%|██▉       | Repairing epochs : 21/72 [00:02&lt;00:06,    7.56it/s]
 
 
- 31%|███       | Repairing epochs : 22/72 [00:02&lt;00:06,    7.78it/s]
+ 31%|███       | Repairing epochs : 22/72 [00:02&lt;00:06,    7.57it/s]
 
 
- 32%|███▏      | Repairing epochs : 23/72 [00:03&lt;00:06,    7.58it/s]
+ 32%|███▏      | Repairing epochs : 23/72 [00:03&lt;00:06,    7.59it/s]
 
 
  33%|███▎      | Repairing epochs : 24/72 [00:03&lt;00:06,    7.60it/s]
 
 
- 35%|███▍      | Repairing epochs : 25/72 [00:03&lt;00:06,    7.62it/s]
+ 35%|███▍      | Repairing epochs : 25/72 [00:03&lt;00:06,    7.61it/s]
 
 
- 36%|███▌      | Repairing epochs : 26/72 [00:03&lt;00:06,    7.62it/s]
+ 36%|███▌      | Repairing epochs : 26/72 [00:03&lt;00:06,    7.63it/s]
 
 
- 38%|███▊      | Repairing epochs : 27/72 [00:03&lt;00:05,    7.62it/s]
+ 38%|███▊      | Repairing epochs : 27/72 [00:03&lt;00:05,    7.64it/s]
 
 
- 39%|███▉      | Repairing epochs : 28/72 [00:03&lt;00:05,    7.63it/s]
+ 39%|███▉      | Repairing epochs : 28/72 [00:03&lt;00:05,    7.66it/s]
 
 
- 40%|████      | Repairing epochs : 29/72 [00:03&lt;00:05,    7.63it/s]
+ 40%|████      | Repairing epochs : 29/72 [00:03&lt;00:05,    7.66it/s]
 
 
- 42%|████▏     | Repairing epochs : 30/72 [00:03&lt;00:05,    7.63it/s]
+ 42%|████▏     | Repairing epochs : 30/72 [00:03&lt;00:05,    7.66it/s]
 
 
- 43%|████▎     | Repairing epochs : 31/72 [00:04&lt;00:05,    7.63it/s]
+ 43%|████▎     | Repairing epochs : 31/72 [00:04&lt;00:05,    7.67it/s]
 
 
- 44%|████▍     | Repairing epochs : 32/72 [00:04&lt;00:05,    7.63it/s]
+ 44%|████▍     | Repairing epochs : 32/72 [00:04&lt;00:05,    7.67it/s]
 
 
- 46%|████▌     | Repairing epochs : 33/72 [00:04&lt;00:05,    7.64it/s]
+ 46%|████▌     | Repairing epochs : 33/72 [00:04&lt;00:05,    7.67it/s]
 
 
- 47%|████▋     | Repairing epochs : 34/72 [00:04&lt;00:04,    7.64it/s]
+ 47%|████▋     | Repairing epochs : 34/72 [00:04&lt;00:04,    7.67it/s]
 
 
- 49%|████▊     | Repairing epochs : 35/72 [00:04&lt;00:04,    7.65it/s]
+ 49%|████▊     | Repairing epochs : 35/72 [00:04&lt;00:04,    7.68it/s]
 
 
- 50%|█████     | Repairing epochs : 36/72 [00:04&lt;00:04,    7.65it/s]
+ 50%|█████     | Repairing epochs : 36/72 [00:04&lt;00:04,    7.68it/s]
 
 
- 51%|█████▏    | Repairing epochs : 37/72 [00:04&lt;00:04,    7.65it/s]
+ 51%|█████▏    | Repairing epochs : 37/72 [00:04&lt;00:04,    7.68it/s]
 
 
- 53%|█████▎    | Repairing epochs : 38/72 [00:04&lt;00:04,    7.60it/s]
+ 53%|█████▎    | Repairing epochs : 38/72 [00:05&lt;00:04,    7.68it/s]
 
 
- 54%|█████▍    | Repairing epochs : 39/72 [00:05&lt;00:04,    7.58it/s]
+ 54%|█████▍    | Repairing epochs : 39/72 [00:05&lt;00:04,    7.69it/s]
 
 
- 56%|█████▌    | Repairing epochs : 40/72 [00:05&lt;00:04,    7.56it/s]
+ 56%|█████▌    | Repairing epochs : 40/72 [00:05&lt;00:04,    7.69it/s]
 
 
- 57%|█████▋    | Repairing epochs : 41/72 [00:05&lt;00:04,    7.55it/s]
+ 57%|█████▋    | Repairing epochs : 41/72 [00:05&lt;00:04,    7.70it/s]
 
 
- 58%|█████▊    | Repairing epochs : 42/72 [00:05&lt;00:03,    7.55it/s]
+ 58%|█████▊    | Repairing epochs : 42/72 [00:05&lt;00:03,    7.70it/s]
 
 
- 60%|█████▉    | Repairing epochs : 43/72 [00:05&lt;00:03,    7.54it/s]
+ 60%|█████▉    | Repairing epochs : 43/72 [00:05&lt;00:03,    7.71it/s]
 
 
- 61%|██████    | Repairing epochs : 44/72 [00:05&lt;00:03,    7.53it/s]
+ 61%|██████    | Repairing epochs : 44/72 [00:05&lt;00:03,    7.70it/s]
 
 
- 62%|██████▎   | Repairing epochs : 45/72 [00:05&lt;00:03,    7.54it/s]
+ 62%|██████▎   | Repairing epochs : 45/72 [00:05&lt;00:03,    7.71it/s]
 
 
- 64%|██████▍   | Repairing epochs : 46/72 [00:06&lt;00:03,    7.56it/s]
+ 64%|██████▍   | Repairing epochs : 46/72 [00:06&lt;00:03,    7.72it/s]
 
 
- 65%|██████▌   | Repairing epochs : 47/72 [00:06&lt;00:03,    7.58it/s]
+ 65%|██████▌   | Repairing epochs : 47/72 [00:06&lt;00:03,    7.72it/s]
 
 
- 67%|██████▋   | Repairing epochs : 48/72 [00:06&lt;00:03,    7.60it/s]
+ 67%|██████▋   | Repairing epochs : 48/72 [00:06&lt;00:03,    7.74it/s]
 
 
- 68%|██████▊   | Repairing epochs : 49/72 [00:06&lt;00:03,    7.62it/s]
+ 68%|██████▊   | Repairing epochs : 49/72 [00:06&lt;00:02,    7.75it/s]
 
 
- 69%|██████▉   | Repairing epochs : 50/72 [00:06&lt;00:02,    7.63it/s]
+ 69%|██████▉   | Repairing epochs : 50/72 [00:06&lt;00:02,    7.75it/s]
 
 
- 71%|███████   | Repairing epochs : 51/72 [00:06&lt;00:02,    7.64it/s]
+ 71%|███████   | Repairing epochs : 51/72 [00:06&lt;00:02,    7.75it/s]
 
 
- 72%|███████▏  | Repairing epochs : 52/72 [00:06&lt;00:02,    7.66it/s]
+ 72%|███████▏  | Repairing epochs : 52/72 [00:06&lt;00:02,    7.75it/s]
 
 
- 74%|███████▎  | Repairing epochs : 53/72 [00:06&lt;00:02,    7.67it/s]
+ 74%|███████▎  | Repairing epochs : 53/72 [00:06&lt;00:02,    7.75it/s]
 
 
- 75%|███████▌  | Repairing epochs : 54/72 [00:07&lt;00:02,    7.69it/s]
+ 75%|███████▌  | Repairing epochs : 54/72 [00:07&lt;00:02,    7.76it/s]
 
 
- 76%|███████▋  | Repairing epochs : 55/72 [00:07&lt;00:02,    7.69it/s]
+ 76%|███████▋  | Repairing epochs : 55/72 [00:07&lt;00:02,    7.77it/s]
 
 
- 78%|███████▊  | Repairing epochs : 56/72 [00:07&lt;00:02,    7.70it/s]
+ 78%|███████▊  | Repairing epochs : 56/72 [00:07&lt;00:02,    7.76it/s]
 
 
- 79%|███████▉  | Repairing epochs : 57/72 [00:07&lt;00:01,    7.70it/s]
+ 79%|███████▉  | Repairing epochs : 57/72 [00:07&lt;00:01,    7.76it/s]
 
 
- 81%|████████  | Repairing epochs : 58/72 [00:07&lt;00:01,    7.72it/s]
+ 81%|████████  | Repairing epochs : 58/72 [00:07&lt;00:01,    7.76it/s]
 
 
- 82%|████████▏ | Repairing epochs : 59/72 [00:07&lt;00:01,    7.72it/s]
+ 82%|████████▏ | Repairing epochs : 59/72 [00:07&lt;00:01,    7.75it/s]
 
 
- 83%|████████▎ | Repairing epochs : 60/72 [00:07&lt;00:01,    7.73it/s]
+ 83%|████████▎ | Repairing epochs : 60/72 [00:07&lt;00:01,    7.75it/s]
 
 
- 85%|████████▍ | Repairing epochs : 61/72 [00:07&lt;00:01,    7.73it/s]
+ 85%|████████▍ | Repairing epochs : 61/72 [00:07&lt;00:01,    7.75it/s]
 
 
- 86%|████████▌ | Repairing epochs : 62/72 [00:08&lt;00:01,    7.74it/s]
+ 86%|████████▌ | Repairing epochs : 62/72 [00:08&lt;00:01,    7.75it/s]
 
 
  88%|████████▊ | Repairing epochs : 63/72 [00:08&lt;00:01,    7.74it/s]
@@ -1811,29 +1811,29 @@
  89%|████████▉ | Repairing epochs : 64/72 [00:08&lt;00:01,    7.75it/s]
 
 
- 90%|█████████ | Repairing epochs : 65/72 [00:08&lt;00:00,    7.77it/s]
+ 90%|█████████ | Repairing epochs : 65/72 [00:08&lt;00:00,    7.76it/s]
 
 
- 92%|█████████▏| Repairing epochs : 66/72 [00:08&lt;00:00,    7.77it/s]
+ 92%|█████████▏| Repairing epochs : 66/72 [00:08&lt;00:00,    7.76it/s]
 
 
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+100%|██████████| Repairing epochs : 72/72 [00:09&lt;00:00,    7.62it/s]
 
 
 
@@ -1842,48 +1842,48 @@
 
 
 
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+100%|██████████| Fold : 10/10 [00:01&lt;00:00,    6.74it/s]
 
 
-100%|██████████| n_interp : 3/3 [00:34&lt;00:00,   11.48s/it]
-100%|██████████| n_interp : 3/3 [00:34&lt;00:00,   11.50s/it]
+100%|██████████| n_interp : 3/3 [00:33&lt;00:00,   11.27s/it]
+100%|██████████| n_interp : 3/3 [00:33&lt;00:00,   11.28s/it]
 
 
 
@@ -1895,154 +1895,154 @@
   0%|          | Repairing epochs : 0/72 [00:00&lt;?,       ?it/s]
 
 
-  1%|▏         | Repairing epochs : 1/72 [00:00&lt;00:08,    8.79it/s]
+  1%|▏         | Repairing epochs : 1/72 [00:00&lt;00:07,    9.65it/s]
 
 
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+  3%|▎         | Repairing epochs : 2/72 [00:00&lt;00:08,    8.54it/s]
 
 
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+  4%|▍         | Repairing epochs : 3/72 [00:00&lt;00:08,    8.21it/s]
 
 
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+  6%|▌         | Repairing epochs : 4/72 [00:00&lt;00:08,    8.07it/s]
 
 
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+  7%|▋         | Repairing epochs : 5/72 [00:00&lt;00:08,    7.98it/s]
 
 
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+ 26%|██▋       | Repairing epochs : 19/72 [00:02&lt;00:06,    7.72it/s]
 
 
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+ 50%|█████     | Repairing epochs : 36/72 [00:04&lt;00:04,    7.71it/s]
 
 
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+ 56%|█████▌    | Repairing epochs : 40/72 [00:05&lt;00:04,    7.71it/s]
 
 
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+ 57%|█████▋    | Repairing epochs : 41/72 [00:05&lt;00:04,    7.71it/s]
 
 
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+ 58%|█████▊    | Repairing epochs : 42/72 [00:05&lt;00:03,    7.71it/s]
 
 
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+ 60%|█████▉    | Repairing epochs : 43/72 [00:05&lt;00:03,    7.71it/s]
 
 
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+ 61%|██████    | Repairing epochs : 44/72 [00:05&lt;00:03,    7.71it/s]
 
 
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+ 62%|██████▎   | Repairing epochs : 45/72 [00:05&lt;00:03,    7.70it/s]
 
 
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+ 64%|██████▍   | Repairing epochs : 46/72 [00:05&lt;00:03,    7.70it/s]
 
 
- 65%|██████▌   | Repairing epochs : 47/72 [00:06&lt;00:03,    7.68it/s]
+ 65%|██████▌   | Repairing epochs : 47/72 [00:06&lt;00:03,    7.70it/s]
 
 
- 67%|██████▋   | Repairing epochs : 48/72 [00:06&lt;00:03,    7.68it/s]
+ 67%|██████▋   | Repairing epochs : 48/72 [00:06&lt;00:03,    7.70it/s]
 
 
- 68%|██████▊   | Repairing epochs : 49/72 [00:06&lt;00:02,    7.69it/s]
+ 68%|██████▊   | Repairing epochs : 49/72 [00:06&lt;00:02,    7.70it/s]
 
 
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+ 69%|██████▉   | Repairing epochs : 50/72 [00:06&lt;00:02,    7.70it/s]
 
 
  71%|███████   | Repairing epochs : 51/72 [00:06&lt;00:02,    7.70it/s]
@@ -2051,65 +2051,65 @@
  72%|███████▏  | Repairing epochs : 52/72 [00:06&lt;00:02,    7.70it/s]
 
 
- 74%|███████▎  | Repairing epochs : 53/72 [00:06&lt;00:02,    7.70it/s]
+ 74%|███████▎  | Repairing epochs : 53/72 [00:06&lt;00:02,    7.69it/s]
 
 
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+ 75%|███████▌  | Repairing epochs : 54/72 [00:06&lt;00:02,    7.69it/s]
 
 
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+ 76%|███████▋  | Repairing epochs : 55/72 [00:07&lt;00:02,    7.69it/s]
 
 
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+ 78%|███████▊  | Repairing epochs : 56/72 [00:07&lt;00:02,    7.69it/s]
 
 
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+ 79%|███████▉  | Repairing epochs : 57/72 [00:07&lt;00:01,    7.69it/s]
 
 
- 81%|████████  | Repairing epochs : 58/72 [00:07&lt;00:01,    7.71it/s]
+ 81%|████████  | Repairing epochs : 58/72 [00:07&lt;00:01,    7.69it/s]
 
 
- 82%|████████▏ | Repairing epochs : 59/72 [00:07&lt;00:01,    7.71it/s]
+ 82%|████████▏ | Repairing epochs : 59/72 [00:07&lt;00:01,    7.68it/s]
 
 
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+ 83%|████████▎ | Repairing epochs : 60/72 [00:07&lt;00:01,    7.68it/s]
 
 
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+ 85%|████████▍ | Repairing epochs : 61/72 [00:07&lt;00:01,    7.68it/s]
 
 
- 86%|████████▌ | Repairing epochs : 62/72 [00:08&lt;00:01,    7.72it/s]
+ 86%|████████▌ | Repairing epochs : 62/72 [00:08&lt;00:01,    7.68it/s]
 
 
- 88%|████████▊ | Repairing epochs : 63/72 [00:08&lt;00:01,    7.72it/s]
+ 88%|████████▊ | Repairing epochs : 63/72 [00:08&lt;00:01,    7.68it/s]
 
 
- 89%|████████▉ | Repairing epochs : 64/72 [00:08&lt;00:01,    7.72it/s]
+ 89%|████████▉ | Repairing epochs : 64/72 [00:08&lt;00:01,    7.68it/s]
 
 
- 90%|█████████ | Repairing epochs : 65/72 [00:08&lt;00:00,    7.72it/s]
+ 90%|█████████ | Repairing epochs : 65/72 [00:08&lt;00:00,    7.68it/s]
 
 
- 92%|█████████▏| Repairing epochs : 66/72 [00:08&lt;00:00,    7.72it/s]
+ 92%|█████████▏| Repairing epochs : 66/72 [00:08&lt;00:00,    7.68it/s]
 
 
- 93%|█████████▎| Repairing epochs : 67/72 [00:08&lt;00:00,    7.72it/s]
+ 93%|█████████▎| Repairing epochs : 67/72 [00:08&lt;00:00,    7.68it/s]
 
 
- 94%|█████████▍| Repairing epochs : 68/72 [00:08&lt;00:00,    7.72it/s]
+ 94%|█████████▍| Repairing epochs : 68/72 [00:08&lt;00:00,    7.68it/s]
 
 
- 96%|█████████▌| Repairing epochs : 69/72 [00:08&lt;00:00,    7.72it/s]
+ 96%|█████████▌| Repairing epochs : 69/72 [00:08&lt;00:00,    7.68it/s]
 
 
- 97%|█████████▋| Repairing epochs : 70/72 [00:09&lt;00:00,    7.72it/s]
+ 97%|█████████▋| Repairing epochs : 70/72 [00:09&lt;00:00,    7.69it/s]
 
 
- 99%|█████████▊| Repairing epochs : 71/72 [00:09&lt;00:00,    7.72it/s]
+ 99%|█████████▊| Repairing epochs : 71/72 [00:09&lt;00:00,    7.69it/s]
 
 
-100%|██████████| Repairing epochs : 72/72 [00:09&lt;00:00,    7.73it/s]
-100%|██████████| Repairing epochs : 72/72 [00:09&lt;00:00,    7.73it/s]
+100%|██████████| Repairing epochs : 72/72 [00:09&lt;00:00,    7.69it/s]
+100%|██████████| Repairing epochs : 72/72 [00:09&lt;00:00,    7.71it/s]
 No bad epochs were found for your data. Returning a copy of the data you wanted to clean. Interpolation may have been done.
 NOTE: pick_channels() is a legacy function. New code should use inst.pick(...).
 NOTE: pick_channels() is a legacy function. New code should use inst.pick(...).
@@ -2154,7 +2154,7 @@
 <img src="../_images/sphx_glr_plot_auto_repair_002.png" srcset="../_images/sphx_glr_plot_auto_repair_002.png" alt="plot auto repair" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;Figure size 1200x600 with 1 Axes&gt;
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (1 minutes 32.597 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (1 minutes 30.832 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-plot-auto-repair-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../_downloads/5995ecc2dc23849c68eb9e34ddd30605/plot_auto_repair.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_auto_repair.py</span></code></a></p>
@@ -2227,7 +2227,7 @@
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
   </p>
@@ -2235,7 +2235,7 @@
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
     <br/>
   </p>
 </div>
diff --git a/dev/auto_examples/plot_autoreject_workflow.html b/dev/auto_examples/plot_autoreject_workflow.html
index 6435ed2..0438971 100644
--- a/dev/auto_examples/plot_autoreject_workflow.html
+++ b/dev/auto_examples/plot_autoreject_workflow.html
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@@ -632,69 +637,69 @@ <h2><a class="toc-backref" href="#id1" role="doc-backlink">Autoreject without an
 <div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Running autoreject on ch_type=eeg
 
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@@ -703,20 +708,20 @@ <h2><a class="toc-backref" href="#id1" role="doc-backlink">Autoreject without an
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+ 60%|██████    | Repairing epochs : 12/20 [00:00&lt;00:00,  237.74it/s]
 
 
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+100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  207.50it/s]
 
 
 
@@ -793,11 +798,11 @@ <h2><a class="toc-backref" href="#id1" role="doc-backlink">Autoreject without an
 
 
 
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@@ -805,19 +810,19 @@ <h2><a class="toc-backref" href="#id1" role="doc-backlink">Autoreject without an
 
 
 
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@@ -825,31 +830,31 @@ <h2><a class="toc-backref" href="#id1" role="doc-backlink">Autoreject without an
 
 
 
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+ 30%|███       | Repairing epochs : 6/20 [00:00&lt;00:00,  325.43it/s]
 
 
- 50%|█████     | Repairing epochs : 10/20 [00:00&lt;00:00,  229.56it/s]
+ 50%|█████     | Repairing epochs : 10/20 [00:00&lt;00:00,  224.64it/s]
 
 
- 75%|███████▌  | Repairing epochs : 15/20 [00:00&lt;00:00,  236.74it/s]
+ 75%|███████▌  | Repairing epochs : 15/20 [00:00&lt;00:00,  231.76it/s]
 
 
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+100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  207.98it/s]
 
 
 
@@ -858,63 +863,66 @@ <h2><a class="toc-backref" href="#id1" role="doc-backlink">Autoreject without an
 
 
 
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+100%|██████████| Fold : 10/10 [00:00&lt;00:00,   17.74it/s]
 
 
- 75%|███████▌  | n_interp : 3/4 [00:02&lt;00:00,    1.48it/s]
+ 75%|███████▌  | n_interp : 3/4 [00:02&lt;00:00,    1.49it/s]
 
 
   0%|          | Repairing epochs : 0/20 [00:00&lt;?,       ?it/s]
 
 
- 30%|███       | Repairing epochs : 6/20 [00:00&lt;00:00,  343.11it/s]
+ 30%|███       | Repairing epochs : 6/20 [00:00&lt;00:00,  325.64it/s]
+
 
+ 45%|████▌     | Repairing epochs : 9/20 [00:00&lt;00:00,  259.61it/s]
 
- 50%|█████     | Repairing epochs : 10/20 [00:00&lt;00:00,  230.28it/s]
 
+ 65%|██████▌   | Repairing epochs : 13/20 [00:00&lt;00:00,  245.50it/s]
 
- 75%|███████▌  | Repairing epochs : 15/20 [00:00&lt;00:00,  235.85it/s]
 
+ 80%|████████  | Repairing epochs : 16/20 [00:00&lt;00:00,  206.40it/s]
 
- 90%|█████████ | Repairing epochs : 18/20 [00:00&lt;00:00,  200.80it/s]
-100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  213.51it/s]
+
+ 95%|█████████▌| Repairing epochs : 19/20 [00:00&lt;00:00,  198.34it/s]
+100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  206.58it/s]
 
 
 
@@ -923,44 +931,44 @@ <h2><a class="toc-backref" href="#id1" role="doc-backlink">Autoreject without an
 
 
 
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+ 10%|█         | Fold : 1/10 [00:00&lt;00:00,   14.26it/s]
 
 
 
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@@ -976,101 +984,107 @@ <h2><a class="toc-backref" href="#id1" role="doc-backlink">Autoreject without an
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+
+
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+ 77%|███████▋  | Repairing epochs : 75/97 [00:00&lt;00:00,  149.07it/s]
 
 
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+ 79%|███████▉  | Repairing epochs : 77/97 [00:00&lt;00:00,  145.03it/s]
 
 
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+ 86%|████████▌ | Repairing epochs : 83/97 [00:00&lt;00:00,  135.15it/s]
 
 
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+ 88%|████████▊ | Repairing epochs : 85/97 [00:00&lt;00:00,  132.56it/s]
 
 
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+ 90%|████████▉ | Repairing epochs : 87/97 [00:00&lt;00:00,  130.00it/s]
 
 
- 94%|█████████▍| Repairing epochs : 91/97 [00:00&lt;00:00,  128.96it/s]
+ 92%|█████████▏| Repairing epochs : 89/97 [00:00&lt;00:00,  127.53it/s]
 
 
- 96%|█████████▌| Repairing epochs : 93/97 [00:00&lt;00:00,  127.11it/s]
+ 94%|█████████▍| Repairing epochs : 91/97 [00:00&lt;00:00,  125.62it/s]
 
 
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+ 96%|█████████▌| Repairing epochs : 93/97 [00:00&lt;00:00,  123.99it/s]
 
 
-100%|██████████| Repairing epochs : 97/97 [00:00&lt;00:00,  123.25it/s]
-100%|██████████| Repairing epochs : 97/97 [00:00&lt;00:00,  143.37it/s]
+ 98%|█████████▊| Repairing epochs : 95/97 [00:00&lt;00:00,  122.30it/s]
+
+
+100%|██████████| Repairing epochs : 97/97 [00:00&lt;00:00,  120.35it/s]
+100%|██████████| Repairing epochs : 97/97 [00:00&lt;00:00,  140.24it/s]
 Dropped 27 epochs: 54, 58, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 86, 89, 91, 92, 95, 96
 </pre></div>
 </div>
@@ -1136,69 +1150,69 @@ <h2><a class="toc-backref" href="#id2" role="doc-backlink">Autoreject with high-
 Running autoreject on ch_type=eeg
 
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-100%|██████████| Creating augmented epochs : 32/32 [00:00&lt;00:00,   87.50it/s]
-100%|██████████| Creating augmented epochs : 32/32 [00:00&lt;00:00,   87.80it/s]
+  6%|▋         | Creating augmented epochs : 2/32 [00:00&lt;00:00,  102.25it/s]
+ 12%|█▎        | Creating augmented epochs : 4/32 [00:00&lt;00:00,   92.77it/s]
+ 19%|█▉        | Creating augmented epochs : 6/32 [00:00&lt;00:00,   91.12it/s]
+ 25%|██▌       | Creating augmented epochs : 8/32 [00:00&lt;00:00,   91.60it/s]
+ 31%|███▏      | Creating augmented epochs : 10/32 [00:00&lt;00:00,   90.46it/s]
+ 38%|███▊      | Creating augmented epochs : 12/32 [00:00&lt;00:00,   90.73it/s]
+ 44%|████▍     | Creating augmented epochs : 14/32 [00:00&lt;00:00,   90.28it/s]
+ 50%|█████     | Creating augmented epochs : 16/32 [00:00&lt;00:00,   89.93it/s]
+ 56%|█████▋    | Creating augmented epochs : 18/32 [00:00&lt;00:00,   90.24it/s]
+ 62%|██████▎   | Creating augmented epochs : 20/32 [00:00&lt;00:00,   90.04it/s]
+ 69%|██████▉   | Creating augmented epochs : 22/32 [00:00&lt;00:00,   88.93it/s]
+ 75%|███████▌  | Creating augmented epochs : 24/32 [00:00&lt;00:00,   89.08it/s]
+ 81%|████████▏ | Creating augmented epochs : 26/32 [00:00&lt;00:00,   88.97it/s]
+ 88%|████████▊ | Creating augmented epochs : 28/32 [00:00&lt;00:00,   88.86it/s]
+ 94%|█████████▍| Creating augmented epochs : 30/32 [00:00&lt;00:00,   88.76it/s]
+100%|██████████| Creating augmented epochs : 32/32 [00:00&lt;00:00,   87.94it/s]
+100%|██████████| Creating augmented epochs : 32/32 [00:00&lt;00:00,   88.39it/s]
 
   0%|          | Computing thresholds ... : 0/32 [00:00&lt;?,       ?it/s]
-  3%|▎         | Computing thresholds ... : 1/32 [00:00&lt;00:10,    2.93it/s]
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- 28%|██▊       | Computing thresholds ... : 9/32 [00:03&lt;00:07,    2.94it/s]
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- 53%|█████▎    | Computing thresholds ... : 17/32 [00:05&lt;00:05,    2.92it/s]
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- 59%|█████▉    | Computing thresholds ... : 19/32 [00:06&lt;00:04,    2.93it/s]
- 62%|██████▎   | Computing thresholds ... : 20/32 [00:06&lt;00:04,    2.93it/s]
- 66%|██████▌   | Computing thresholds ... : 21/32 [00:07&lt;00:03,    2.93it/s]
- 69%|██████▉   | Computing thresholds ... : 22/32 [00:07&lt;00:03,    2.93it/s]
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-100%|██████████| Computing thresholds ... : 32/32 [00:10&lt;00:00,    2.93it/s]
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+ 28%|██▊       | Computing thresholds ... : 9/32 [00:03&lt;00:07,    2.98it/s]
+ 31%|███▏      | Computing thresholds ... : 10/32 [00:03&lt;00:07,    2.99it/s]
+ 34%|███▍      | Computing thresholds ... : 11/32 [00:03&lt;00:07,    2.99it/s]
+ 38%|███▊      | Computing thresholds ... : 12/32 [00:04&lt;00:06,    2.99it/s]
+ 41%|████      | Computing thresholds ... : 13/32 [00:04&lt;00:06,    2.99it/s]
+ 44%|████▍     | Computing thresholds ... : 14/32 [00:04&lt;00:06,    2.99it/s]
+ 47%|████▋     | Computing thresholds ... : 15/32 [00:05&lt;00:05,    2.99it/s]
+ 50%|█████     | Computing thresholds ... : 16/32 [00:05&lt;00:05,    2.99it/s]
+ 53%|█████▎    | Computing thresholds ... : 17/32 [00:05&lt;00:05,    2.99it/s]
+ 56%|█████▋    | Computing thresholds ... : 18/32 [00:06&lt;00:04,    3.00it/s]
+ 59%|█████▉    | Computing thresholds ... : 19/32 [00:06&lt;00:04,    2.99it/s]
+ 62%|██████▎   | Computing thresholds ... : 20/32 [00:06&lt;00:04,    2.99it/s]
+ 66%|██████▌   | Computing thresholds ... : 21/32 [00:07&lt;00:03,    2.99it/s]
+ 69%|██████▉   | Computing thresholds ... : 22/32 [00:07&lt;00:03,    2.99it/s]
+ 72%|███████▏  | Computing thresholds ... : 23/32 [00:07&lt;00:03,    2.99it/s]
+ 75%|███████▌  | Computing thresholds ... : 24/32 [00:08&lt;00:02,    2.99it/s]
+ 78%|███████▊  | Computing thresholds ... : 25/32 [00:08&lt;00:02,    2.99it/s]
+ 81%|████████▏ | Computing thresholds ... : 26/32 [00:08&lt;00:02,    2.99it/s]
+ 84%|████████▍ | Computing thresholds ... : 27/32 [00:09&lt;00:01,    2.99it/s]
+ 88%|████████▊ | Computing thresholds ... : 28/32 [00:09&lt;00:01,    2.99it/s]
+ 91%|█████████ | Computing thresholds ... : 29/32 [00:09&lt;00:01,    2.98it/s]
+ 94%|█████████▍| Computing thresholds ... : 30/32 [00:10&lt;00:00,    2.98it/s]
+ 97%|█████████▋| Computing thresholds ... : 31/32 [00:10&lt;00:00,    2.98it/s]
+100%|██████████| Computing thresholds ... : 32/32 [00:10&lt;00:00,    2.98it/s]
+100%|██████████| Computing thresholds ... : 32/32 [00:10&lt;00:00,    2.99it/s]
 
 
 
   0%|          | Repairing epochs : 0/20 [00:00&lt;?,       ?it/s]
 
 
- 35%|███▌      | Repairing epochs : 7/20 [00:00&lt;00:00,  425.66it/s]
+ 35%|███▌      | Repairing epochs : 7/20 [00:00&lt;00:00,  423.59it/s]
 
 
- 70%|███████   | Repairing epochs : 14/20 [00:00&lt;00:00,  425.69it/s]
-100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  423.82it/s]
+ 70%|███████   | Repairing epochs : 14/20 [00:00&lt;00:00,  421.03it/s]
+100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  420.29it/s]
 
 
   0%|          | n_interp : 0/4 [00:00&lt;?,       ?it/s]
@@ -1207,29 +1221,29 @@ <h2><a class="toc-backref" href="#id2" role="doc-backlink">Autoreject with high-
   0%|          | Repairing epochs : 0/20 [00:00&lt;?,       ?it/s]
 
 
- 10%|█         | Repairing epochs : 2/20 [00:00&lt;00:00,  118.38it/s]
+ 10%|█         | Repairing epochs : 2/20 [00:00&lt;00:00,  114.00it/s]
 
 
- 25%|██▌       | Repairing epochs : 5/20 [00:00&lt;00:00,  127.81it/s]
+ 25%|██▌       | Repairing epochs : 5/20 [00:00&lt;00:00,  124.46it/s]
 
 
- 35%|███▌      | Repairing epochs : 7/20 [00:00&lt;00:00,  116.75it/s]
+ 35%|███▌      | Repairing epochs : 7/20 [00:00&lt;00:00,  113.43it/s]
 
 
- 55%|█████▌    | Repairing epochs : 11/20 [00:00&lt;00:00,  143.40it/s]
+ 55%|█████▌    | Repairing epochs : 11/20 [00:00&lt;00:00,  141.03it/s]
 
 
- 70%|███████   | Repairing epochs : 14/20 [00:00&lt;00:00,  138.44it/s]
+ 70%|███████   | Repairing epochs : 14/20 [00:00&lt;00:00,  136.38it/s]
 
 
- 80%|████████  | Repairing epochs : 16/20 [00:00&lt;00:00,  130.94it/s]
+ 80%|████████  | Repairing epochs : 16/20 [00:00&lt;00:00,  129.52it/s]
 
 
- 90%|█████████ | Repairing epochs : 18/20 [00:00&lt;00:00,  124.60it/s]
+ 90%|█████████ | Repairing epochs : 18/20 [00:00&lt;00:00,  123.80it/s]
 
 
-100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  119.16it/s]
-100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  120.55it/s]
+100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  118.92it/s]
+100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  120.01it/s]
 
 
 
@@ -1238,69 +1252,69 @@ <h2><a class="toc-backref" href="#id2" role="doc-backlink">Autoreject with high-
 
 
 
- 10%|█         | Fold : 1/10 [00:00&lt;00:00,   13.16it/s]
+ 10%|█         | Fold : 1/10 [00:00&lt;00:00,   13.12it/s]
 
 
 
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+ 20%|██        | Fold : 2/10 [00:00&lt;00:00,   15.26it/s]
 
 
 
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+ 30%|███       | Fold : 3/10 [00:00&lt;00:00,   16.35it/s]
 
 
 
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+ 40%|████      | Fold : 4/10 [00:00&lt;00:00,   17.04it/s]
 
 
 
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+ 50%|█████     | Fold : 5/10 [00:00&lt;00:00,   17.43it/s]
 
 
 
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+ 60%|██████    | Fold : 6/10 [00:00&lt;00:00,   17.87it/s]
 
 
 
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+ 70%|███████   | Fold : 7/10 [00:00&lt;00:00,   18.13it/s]
 
 
 
- 80%|████████  | Fold : 8/10 [00:00&lt;00:00,   17.75it/s]
+ 80%|████████  | Fold : 8/10 [00:00&lt;00:00,   18.38it/s]
 
 
 
- 90%|█████████ | Fold : 9/10 [00:00&lt;00:00,   17.81it/s]
+ 90%|█████████ | Fold : 9/10 [00:00&lt;00:00,   18.44it/s]
 
 
 
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+100%|██████████| Fold : 10/10 [00:00&lt;00:00,   18.53it/s]
+100%|██████████| Fold : 10/10 [00:00&lt;00:00,   18.31it/s]
 
 
- 25%|██▌       | n_interp : 1/4 [00:00&lt;00:02,    1.33it/s]
+ 25%|██▌       | n_interp : 1/4 [00:00&lt;00:02,    1.36it/s]
 
 
   0%|          | Repairing epochs : 0/20 [00:00&lt;?,       ?it/s]
 
 
- 15%|█▌        | Repairing epochs : 3/20 [00:00&lt;00:00,  140.57it/s]
+ 15%|█▌        | Repairing epochs : 3/20 [00:00&lt;00:00,  139.13it/s]
 
 
- 35%|███▌      | Repairing epochs : 7/20 [00:00&lt;00:00,  145.41it/s]
+ 35%|███▌      | Repairing epochs : 7/20 [00:00&lt;00:00,  146.70it/s]
 
 
- 55%|█████▌    | Repairing epochs : 11/20 [00:00&lt;00:00,  169.14it/s]
+ 55%|█████▌    | Repairing epochs : 11/20 [00:00&lt;00:00,  170.25it/s]
 
 
- 70%|███████   | Repairing epochs : 14/20 [00:00&lt;00:00,  153.26it/s]
+ 70%|███████   | Repairing epochs : 14/20 [00:00&lt;00:00,  152.18it/s]
 
 
- 80%|████████  | Repairing epochs : 16/20 [00:00&lt;00:00,  140.30it/s]
+ 80%|████████  | Repairing epochs : 16/20 [00:00&lt;00:00,  138.72it/s]
 
 
- 90%|█████████ | Repairing epochs : 18/20 [00:00&lt;00:00,  135.25it/s]
-100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  137.67it/s]
+ 90%|█████████ | Repairing epochs : 18/20 [00:00&lt;00:00,  134.70it/s]
+100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  136.99it/s]
 
 
 
@@ -1309,72 +1323,72 @@ <h2><a class="toc-backref" href="#id2" role="doc-backlink">Autoreject with high-
 
 
 
- 10%|█         | Fold : 1/10 [00:00&lt;00:00,   18.57it/s]
+ 10%|█         | Fold : 1/10 [00:00&lt;00:00,   19.27it/s]
 
 
 
- 20%|██        | Fold : 2/10 [00:00&lt;00:00,   18.87it/s]
+ 20%|██        | Fold : 2/10 [00:00&lt;00:00,   19.47it/s]
 
 
 
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+ 30%|███       | Fold : 3/10 [00:00&lt;00:00,   19.65it/s]
 
 
 
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+ 40%|████      | Fold : 4/10 [00:00&lt;00:00,   19.43it/s]
 
 
 
- 50%|█████     | Fold : 5/10 [00:00&lt;00:00,   18.46it/s]
+ 50%|█████     | Fold : 5/10 [00:00&lt;00:00,   19.34it/s]
 
 
 
- 60%|██████    | Fold : 6/10 [00:00&lt;00:00,   18.33it/s]
+ 60%|██████    | Fold : 6/10 [00:00&lt;00:00,   19.51it/s]
 
 
 
- 70%|███████   | Fold : 7/10 [00:00&lt;00:00,   18.36it/s]
+ 70%|███████   | Fold : 7/10 [00:00&lt;00:00,   19.54it/s]
 
 
 
- 80%|████████  | Fold : 8/10 [00:00&lt;00:00,   18.37it/s]
+ 80%|████████  | Fold : 8/10 [00:00&lt;00:00,   19.34it/s]
 
 
 
- 90%|█████████ | Fold : 9/10 [00:00&lt;00:00,   18.39it/s]
+ 90%|█████████ | Fold : 9/10 [00:00&lt;00:00,   19.31it/s]
 
 
 
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-100%|██████████| Fold : 10/10 [00:00&lt;00:00,   18.45it/s]
+100%|██████████| Fold : 10/10 [00:00&lt;00:00,   19.42it/s]
+100%|██████████| Fold : 10/10 [00:00&lt;00:00,   19.41it/s]
 
 
- 50%|█████     | n_interp : 2/4 [00:01&lt;00:01,    1.38it/s]
+ 50%|█████     | n_interp : 2/4 [00:01&lt;00:01,    1.42it/s]
 
 
   0%|          | Repairing epochs : 0/20 [00:00&lt;?,       ?it/s]
 
 
- 15%|█▌        | Repairing epochs : 3/20 [00:00&lt;00:00,  153.91it/s]
+ 15%|█▌        | Repairing epochs : 3/20 [00:00&lt;00:00,  145.30it/s]
 
 
- 35%|███▌      | Repairing epochs : 7/20 [00:00&lt;00:00,  156.13it/s]
+ 35%|███▌      | Repairing epochs : 7/20 [00:00&lt;00:00,  150.48it/s]
 
 
- 50%|█████     | Repairing epochs : 10/20 [00:00&lt;00:00,  164.48it/s]
+ 50%|█████     | Repairing epochs : 10/20 [00:00&lt;00:00,  159.70it/s]
 
 
- 65%|██████▌   | Repairing epochs : 13/20 [00:00&lt;00:00,  166.08it/s]
+ 65%|██████▌   | Repairing epochs : 13/20 [00:00&lt;00:00,  162.17it/s]
 
 
- 75%|███████▌  | Repairing epochs : 15/20 [00:00&lt;00:00,  147.18it/s]
+ 75%|███████▌  | Repairing epochs : 15/20 [00:00&lt;00:00,  144.54it/s]
 
 
- 85%|████████▌ | Repairing epochs : 17/20 [00:00&lt;00:00,  137.41it/s]
+ 85%|████████▌ | Repairing epochs : 17/20 [00:00&lt;00:00,  135.89it/s]
 
 
-100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  137.92it/s]
-100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  139.51it/s]
+100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  135.83it/s]
+100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  137.23it/s]
 
 
 
@@ -1383,69 +1397,69 @@ <h2><a class="toc-backref" href="#id2" role="doc-backlink">Autoreject with high-
 
 
 
- 10%|█         | Fold : 1/10 [00:00&lt;00:00,   18.38it/s]
+ 10%|█         | Fold : 1/10 [00:00&lt;00:00,   18.53it/s]
 
 
 
- 20%|██        | Fold : 2/10 [00:00&lt;00:00,   18.57it/s]
+ 20%|██        | Fold : 2/10 [00:00&lt;00:00,   18.54it/s]
 
 
 
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+ 30%|███       | Fold : 3/10 [00:00&lt;00:00,   18.60it/s]
 
 
 
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+ 40%|████      | Fold : 4/10 [00:00&lt;00:00,   18.69it/s]
 
 
 
- 50%|█████     | Fold : 5/10 [00:00&lt;00:00,   18.68it/s]
+ 50%|█████     | Fold : 5/10 [00:00&lt;00:00,   18.81it/s]
 
 
 
- 60%|██████    | Fold : 6/10 [00:00&lt;00:00,   18.72it/s]
+ 60%|██████    | Fold : 6/10 [00:00&lt;00:00,   18.71it/s]
 
 
 
- 70%|███████   | Fold : 7/10 [00:00&lt;00:00,   18.68it/s]
+ 70%|███████   | Fold : 7/10 [00:00&lt;00:00,   18.72it/s]
 
 
 
- 80%|████████  | Fold : 8/10 [00:00&lt;00:00,   18.76it/s]
+ 80%|████████  | Fold : 8/10 [00:00&lt;00:00,   18.82it/s]
 
 
 
- 90%|█████████ | Fold : 9/10 [00:00&lt;00:00,   18.77it/s]
+ 90%|█████████ | Fold : 9/10 [00:00&lt;00:00,   18.82it/s]
 
 
 
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- 55%|█████▌    | Repairing epochs : 11/20 [00:00&lt;00:00,  179.43it/s]
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- 70%|███████   | Repairing epochs : 14/20 [00:00&lt;00:00,  160.28it/s]
+ 70%|███████   | Repairing epochs : 14/20 [00:00&lt;00:00,  155.01it/s]
 
 
- 80%|████████  | Repairing epochs : 16/20 [00:00&lt;00:00,  143.85it/s]
+ 80%|████████  | Repairing epochs : 16/20 [00:00&lt;00:00,  140.49it/s]
 
 
- 90%|█████████ | Repairing epochs : 18/20 [00:00&lt;00:00,  137.96it/s]
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+100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  138.06it/s]
 
 
 
@@ -1454,15 +1468,15 @@ <h2><a class="toc-backref" href="#id2" role="doc-backlink">Autoreject with high-
 
 
 
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@@ -1470,32 +1484,32 @@ <h2><a class="toc-backref" href="#id2" role="doc-backlink">Autoreject with high-
 
 
 
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+100%|██████████| n_interp : 4/4 [00:02&lt;00:00,    1.46it/s]
 
 
 
@@ -1507,116 +1521,119 @@ <h2><a class="toc-backref" href="#id2" role="doc-backlink">Autoreject with high-
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+ 85%|████████▍ | Repairing epochs : 82/97 [00:00&lt;00:00,  121.78it/s]
 
 
- 89%|████████▊ | Repairing epochs : 86/97 [00:00&lt;00:00,  129.52it/s]
+ 88%|████████▊ | Repairing epochs : 85/97 [00:00&lt;00:00,  123.37it/s]
 
 
- 92%|█████████▏| Repairing epochs : 89/97 [00:00&lt;00:00,  131.34it/s]
+ 91%|█████████ | Repairing epochs : 88/97 [00:00&lt;00:00,  125.18it/s]
 
 
- 95%|█████████▍| Repairing epochs : 92/97 [00:00&lt;00:00,  132.83it/s]
+ 94%|█████████▍| Repairing epochs : 91/97 [00:00&lt;00:00,  127.03it/s]
 
 
- 98%|█████████▊| Repairing epochs : 95/97 [00:00&lt;00:00,  134.17it/s]
-100%|██████████| Repairing epochs : 97/97 [00:00&lt;00:00,  132.79it/s]
+ 97%|█████████▋| Repairing epochs : 94/97 [00:00&lt;00:00,  128.22it/s]
+
+
+100%|██████████| Repairing epochs : 97/97 [00:00&lt;00:00,  129.95it/s]
+100%|██████████| Repairing epochs : 97/97 [00:00&lt;00:00,  127.46it/s]
 Dropped 23 epochs: 62, 63, 64, 65, 67, 68, 69, 70, 71, 72, 73, 75, 76, 77, 78, 79, 80, 86, 89, 91, 92, 95, 96
 </pre></div>
 </div>
@@ -1765,69 +1782,69 @@ <h2><a class="toc-backref" href="#id4" role="doc-backlink">Autoreject with highp
 <img src="../_images/sphx_glr_plot_autoreject_workflow_008.png" srcset="../_images/sphx_glr_plot_autoreject_workflow_008.png" alt="plot autoreject workflow" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Running autoreject on ch_type=eeg
 
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+ 44%|████▍     | Computing thresholds ... : 14/32 [00:04&lt;00:06,    2.96it/s]
+ 47%|████▋     | Computing thresholds ... : 15/32 [00:05&lt;00:05,    2.97it/s]
+ 50%|█████     | Computing thresholds ... : 16/32 [00:05&lt;00:05,    2.97it/s]
+ 53%|█████▎    | Computing thresholds ... : 17/32 [00:05&lt;00:05,    2.98it/s]
+ 56%|█████▋    | Computing thresholds ... : 18/32 [00:06&lt;00:04,    2.98it/s]
+ 59%|█████▉    | Computing thresholds ... : 19/32 [00:06&lt;00:04,    2.98it/s]
+ 62%|██████▎   | Computing thresholds ... : 20/32 [00:06&lt;00:04,    2.98it/s]
+ 66%|██████▌   | Computing thresholds ... : 21/32 [00:07&lt;00:03,    2.98it/s]
+ 69%|██████▉   | Computing thresholds ... : 22/32 [00:07&lt;00:03,    2.98it/s]
+ 72%|███████▏  | Computing thresholds ... : 23/32 [00:07&lt;00:03,    2.98it/s]
+ 75%|███████▌  | Computing thresholds ... : 24/32 [00:08&lt;00:02,    2.98it/s]
+ 78%|███████▊  | Computing thresholds ... : 25/32 [00:08&lt;00:02,    2.98it/s]
+ 81%|████████▏ | Computing thresholds ... : 26/32 [00:08&lt;00:02,    2.98it/s]
+ 84%|████████▍ | Computing thresholds ... : 27/32 [00:09&lt;00:01,    2.98it/s]
+ 88%|████████▊ | Computing thresholds ... : 28/32 [00:09&lt;00:01,    2.97it/s]
+ 91%|█████████ | Computing thresholds ... : 29/32 [00:09&lt;00:01,    2.97it/s]
+ 94%|█████████▍| Computing thresholds ... : 30/32 [00:10&lt;00:00,    2.97it/s]
+ 97%|█████████▋| Computing thresholds ... : 31/32 [00:10&lt;00:00,    2.97it/s]
+100%|██████████| Computing thresholds ... : 32/32 [00:10&lt;00:00,    2.96it/s]
+100%|██████████| Computing thresholds ... : 32/32 [00:10&lt;00:00,    2.97it/s]
 
 
 
   0%|          | Repairing epochs : 0/20 [00:00&lt;?,       ?it/s]
 
 
- 35%|███▌      | Repairing epochs : 7/20 [00:00&lt;00:00,  421.43it/s]
+ 35%|███▌      | Repairing epochs : 7/20 [00:00&lt;00:00,  410.52it/s]
 
 
- 70%|███████   | Repairing epochs : 14/20 [00:00&lt;00:00,  421.60it/s]
-100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  416.32it/s]
+ 70%|███████   | Repairing epochs : 14/20 [00:00&lt;00:00,  413.04it/s]
+100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  410.47it/s]
 
 
   0%|          | n_interp : 0/4 [00:00&lt;?,       ?it/s]
@@ -1836,23 +1853,23 @@ <h2><a class="toc-backref" href="#id4" role="doc-backlink">Autoreject with highp
   0%|          | Repairing epochs : 0/20 [00:00&lt;?,       ?it/s]
 
 
- 30%|███       | Repairing epochs : 6/20 [00:00&lt;00:00,  248.87it/s]
+ 30%|███       | Repairing epochs : 6/20 [00:00&lt;00:00,  254.23it/s]
 
 
- 50%|█████     | Repairing epochs : 10/20 [00:00&lt;00:00,  242.94it/s]
+ 50%|█████     | Repairing epochs : 10/20 [00:00&lt;00:00,  240.62it/s]
 
 
- 70%|███████   | Repairing epochs : 14/20 [00:00&lt;00:00,  207.37it/s]
+ 70%|███████   | Repairing epochs : 14/20 [00:00&lt;00:00,  207.75it/s]
 
 
- 80%|████████  | Repairing epochs : 16/20 [00:00&lt;00:00,  176.52it/s]
+ 80%|████████  | Repairing epochs : 16/20 [00:00&lt;00:00,  173.78it/s]
 
 
- 90%|█████████ | Repairing epochs : 18/20 [00:00&lt;00:00,  158.51it/s]
+ 90%|█████████ | Repairing epochs : 18/20 [00:00&lt;00:00,  154.68it/s]
 
 
-100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  146.53it/s]
-100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  151.19it/s]
+100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  142.73it/s]
+100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  147.54it/s]
 
 
 
@@ -1861,66 +1878,66 @@ <h2><a class="toc-backref" href="#id4" role="doc-backlink">Autoreject with highp
 
 
 
- 10%|█         | Fold : 1/10 [00:00&lt;00:00,   11.89it/s]
+ 10%|█         | Fold : 1/10 [00:00&lt;00:00,   12.04it/s]
 
 
 
- 20%|██        | Fold : 2/10 [00:00&lt;00:00,   13.74it/s]
+ 20%|██        | Fold : 2/10 [00:00&lt;00:00,   14.08it/s]
 
 
 
- 30%|███       | Fold : 3/10 [00:00&lt;00:00,   14.48it/s]
+ 30%|███       | Fold : 3/10 [00:00&lt;00:00,   14.69it/s]
 
 
 
- 40%|████      | Fold : 4/10 [00:00&lt;00:00,   14.84it/s]
+ 40%|████      | Fold : 4/10 [00:00&lt;00:00,   15.16it/s]
 
 
 
- 50%|█████     | Fold : 5/10 [00:00&lt;00:00,   15.18it/s]
+ 50%|█████     | Fold : 5/10 [00:00&lt;00:00,   15.52it/s]
 
 
 
- 60%|██████    | Fold : 6/10 [00:00&lt;00:00,   15.34it/s]
+ 60%|██████    | Fold : 6/10 [00:00&lt;00:00,   15.75it/s]
 
 
 
- 70%|███████   | Fold : 7/10 [00:00&lt;00:00,   15.55it/s]
+ 70%|███████   | Fold : 7/10 [00:00&lt;00:00,   15.83it/s]
 
 
 
- 80%|████████  | Fold : 8/10 [00:00&lt;00:00,   15.74it/s]
+ 80%|████████  | Fold : 8/10 [00:00&lt;00:00,   15.97it/s]
 
 
 
- 90%|█████████ | Fold : 9/10 [00:00&lt;00:00,   15.72it/s]
+ 90%|█████████ | Fold : 9/10 [00:00&lt;00:00,   16.11it/s]
 
 
 
-100%|██████████| Fold : 10/10 [00:00&lt;00:00,   15.73it/s]
-100%|██████████| Fold : 10/10 [00:00&lt;00:00,   15.61it/s]
+100%|██████████| Fold : 10/10 [00:00&lt;00:00,   16.30it/s]
+100%|██████████| Fold : 10/10 [00:00&lt;00:00,   16.12it/s]
 
 
- 25%|██▌       | n_interp : 1/4 [00:00&lt;00:02,    1.27it/s]
+ 25%|██▌       | n_interp : 1/4 [00:00&lt;00:02,    1.30it/s]
 
 
   0%|          | Repairing epochs : 0/20 [00:00&lt;?,       ?it/s]
 
 
- 30%|███       | Repairing epochs : 6/20 [00:00&lt;00:00,  310.54it/s]
+ 30%|███       | Repairing epochs : 6/20 [00:00&lt;00:00,  299.52it/s]
 
 
- 50%|█████     | Repairing epochs : 10/20 [00:00&lt;00:00,  267.67it/s]
+ 50%|█████     | Repairing epochs : 10/20 [00:00&lt;00:00,  254.33it/s]
 
 
- 70%|███████   | Repairing epochs : 14/20 [00:00&lt;00:00,  217.78it/s]
+ 70%|███████   | Repairing epochs : 14/20 [00:00&lt;00:00,  211.79it/s]
 
 
- 80%|████████  | Repairing epochs : 16/20 [00:00&lt;00:00,  183.69it/s]
+ 80%|████████  | Repairing epochs : 16/20 [00:00&lt;00:00,  178.70it/s]
 
 
- 90%|█████████ | Repairing epochs : 18/20 [00:00&lt;00:00,  165.79it/s]
-100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  164.87it/s]
+ 90%|█████████ | Repairing epochs : 18/20 [00:00&lt;00:00,  161.49it/s]
+100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  161.96it/s]
 
 
 
@@ -1929,69 +1946,66 @@ <h2><a class="toc-backref" href="#id4" role="doc-backlink">Autoreject with highp
 
 
 
- 10%|█         | Fold : 1/10 [00:00&lt;00:00,   11.43it/s]
+ 10%|█         | Fold : 1/10 [00:00&lt;00:00,   11.88it/s]
 
 
 
- 20%|██        | Fold : 2/10 [00:00&lt;00:00,   13.44it/s]
+ 20%|██        | Fold : 2/10 [00:00&lt;00:00,   14.19it/s]
 
 
 
- 30%|███       | Fold : 3/10 [00:00&lt;00:00,   14.45it/s]
+ 30%|███       | Fold : 3/10 [00:00&lt;00:00,   15.16it/s]
 
 
 
- 40%|████      | Fold : 4/10 [00:00&lt;00:00,   14.90it/s]
+ 40%|████      | Fold : 4/10 [00:00&lt;00:00,   15.85it/s]
 
 
 
- 50%|█████     | Fold : 5/10 [00:00&lt;00:00,   15.26it/s]
+ 50%|█████     | Fold : 5/10 [00:00&lt;00:00,   16.14it/s]
 
 
 
- 60%|██████    | Fold : 6/10 [00:00&lt;00:00,   15.49it/s]
+ 60%|██████    | Fold : 6/10 [00:00&lt;00:00,   16.55it/s]
 
 
 
- 70%|███████   | Fold : 7/10 [00:00&lt;00:00,   15.70it/s]
+ 70%|███████   | Fold : 7/10 [00:00&lt;00:00,   16.88it/s]
 
 
 
- 80%|████████  | Fold : 8/10 [00:00&lt;00:00,   15.95it/s]
+ 80%|████████  | Fold : 8/10 [00:00&lt;00:00,   16.90it/s]
 
 
 
- 90%|█████████ | Fold : 9/10 [00:00&lt;00:00,   16.03it/s]
+ 90%|█████████ | Fold : 9/10 [00:00&lt;00:00,   17.07it/s]
 
 
 
-100%|██████████| Fold : 10/10 [00:00&lt;00:00,   16.08it/s]
-100%|██████████| Fold : 10/10 [00:00&lt;00:00,   15.90it/s]
+100%|██████████| Fold : 10/10 [00:00&lt;00:00,   17.13it/s]
+100%|██████████| Fold : 10/10 [00:00&lt;00:00,   16.93it/s]
 
 
- 50%|█████     | n_interp : 2/4 [00:01&lt;00:01,    1.29it/s]
+ 50%|█████     | n_interp : 2/4 [00:01&lt;00:01,    1.34it/s]
 
 
   0%|          | Repairing epochs : 0/20 [00:00&lt;?,       ?it/s]
 
 
- 30%|███       | Repairing epochs : 6/20 [00:00&lt;00:00,  302.94it/s]
-
+ 30%|███       | Repairing epochs : 6/20 [00:00&lt;00:00,  308.36it/s]
 
- 50%|█████     | Repairing epochs : 10/20 [00:00&lt;00:00,  258.47it/s]
 
+ 50%|█████     | Repairing epochs : 10/20 [00:00&lt;00:00,  261.61it/s]
 
- 65%|██████▌   | Repairing epochs : 13/20 [00:00&lt;00:00,  236.40it/s]
 
+ 70%|███████   | Repairing epochs : 14/20 [00:00&lt;00:00,  214.38it/s]
 
- 75%|███████▌  | Repairing epochs : 15/20 [00:00&lt;00:00,  191.66it/s]
 
+ 80%|████████  | Repairing epochs : 16/20 [00:00&lt;00:00,  181.90it/s]
 
- 85%|████████▌ | Repairing epochs : 17/20 [00:00&lt;00:00,  170.16it/s]
 
-
- 95%|█████████▌| Repairing epochs : 19/20 [00:00&lt;00:00,  158.56it/s]
-100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  163.27it/s]
+ 90%|█████████ | Repairing epochs : 18/20 [00:00&lt;00:00,  163.35it/s]
+100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  163.18it/s]
 
 
 
@@ -2000,66 +2014,66 @@ <h2><a class="toc-backref" href="#id4" role="doc-backlink">Autoreject with highp
 
 
 
- 10%|█         | Fold : 1/10 [00:00&lt;00:00,   12.02it/s]
+ 10%|█         | Fold : 1/10 [00:00&lt;00:00,   12.37it/s]
 
 
 
- 20%|██        | Fold : 2/10 [00:00&lt;00:00,   13.78it/s]
+ 20%|██        | Fold : 2/10 [00:00&lt;00:00,   14.15it/s]
 
 
 
- 30%|███       | Fold : 3/10 [00:00&lt;00:00,   14.58it/s]
+ 30%|███       | Fold : 3/10 [00:00&lt;00:00,   15.21it/s]
 
 
 
- 40%|████      | Fold : 4/10 [00:00&lt;00:00,   15.07it/s]
+ 40%|████      | Fold : 4/10 [00:00&lt;00:00,   15.98it/s]
 
 
 
- 50%|█████     | Fold : 5/10 [00:00&lt;00:00,   15.28it/s]
+ 50%|█████     | Fold : 5/10 [00:00&lt;00:00,   16.40it/s]
 
 
 
- 60%|██████    | Fold : 6/10 [00:00&lt;00:00,   15.54it/s]
+ 60%|██████    | Fold : 6/10 [00:00&lt;00:00,   16.58it/s]
 
 
 
- 70%|███████   | Fold : 7/10 [00:00&lt;00:00,   15.68it/s]
+ 70%|███████   | Fold : 7/10 [00:00&lt;00:00,   16.85it/s]
 
 
 
- 80%|████████  | Fold : 8/10 [00:00&lt;00:00,   15.79it/s]
+ 80%|████████  | Fold : 8/10 [00:00&lt;00:00,   17.00it/s]
 
 
 
- 90%|█████████ | Fold : 9/10 [00:00&lt;00:00,   15.76it/s]
+ 90%|█████████ | Fold : 9/10 [00:00&lt;00:00,   17.00it/s]
 
 
 
-100%|██████████| Fold : 10/10 [00:00&lt;00:00,   15.77it/s]
-100%|██████████| Fold : 10/10 [00:00&lt;00:00,   15.66it/s]
+100%|██████████| Fold : 10/10 [00:00&lt;00:00,   17.11it/s]
+100%|██████████| Fold : 10/10 [00:00&lt;00:00,   16.94it/s]
 
 
- 75%|███████▌  | n_interp : 3/4 [00:02&lt;00:00,    1.29it/s]
+ 75%|███████▌  | n_interp : 3/4 [00:02&lt;00:00,    1.35it/s]
 
 
   0%|          | Repairing epochs : 0/20 [00:00&lt;?,       ?it/s]
 
 
- 30%|███       | Repairing epochs : 6/20 [00:00&lt;00:00,  309.01it/s]
+ 30%|███       | Repairing epochs : 6/20 [00:00&lt;00:00,  298.79it/s]
 
 
- 50%|█████     | Repairing epochs : 10/20 [00:00&lt;00:00,  259.39it/s]
+ 50%|█████     | Repairing epochs : 10/20 [00:00&lt;00:00,  256.94it/s]
 
 
- 70%|███████   | Repairing epochs : 14/20 [00:00&lt;00:00,  213.37it/s]
+ 70%|███████   | Repairing epochs : 14/20 [00:00&lt;00:00,  213.43it/s]
 
 
- 80%|████████  | Repairing epochs : 16/20 [00:00&lt;00:00,  179.72it/s]
+ 80%|████████  | Repairing epochs : 16/20 [00:00&lt;00:00,  178.78it/s]
 
 
- 90%|█████████ | Repairing epochs : 18/20 [00:00&lt;00:00,  161.74it/s]
-100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  162.71it/s]
+ 90%|█████████ | Repairing epochs : 18/20 [00:00&lt;00:00,  160.98it/s]
+100%|██████████| Repairing epochs : 20/20 [00:00&lt;00:00,  161.37it/s]
 
 
 
@@ -2068,48 +2082,48 @@ <h2><a class="toc-backref" href="#id4" role="doc-backlink">Autoreject with highp
 
 
 
- 10%|█         | Fold : 1/10 [00:00&lt;00:00,   12.93it/s]
+ 10%|█         | Fold : 1/10 [00:00&lt;00:00,   14.51it/s]
 
 
 
- 20%|██        | Fold : 2/10 [00:00&lt;00:00,   14.81it/s]
+ 20%|██        | Fold : 2/10 [00:00&lt;00:00,   15.92it/s]
 
 
 
- 30%|███       | Fold : 3/10 [00:00&lt;00:00,   15.88it/s]
+ 30%|███       | Fold : 3/10 [00:00&lt;00:00,   17.06it/s]
 
 
 
- 40%|████      | Fold : 4/10 [00:00&lt;00:00,   16.44it/s]
+ 40%|████      | Fold : 4/10 [00:00&lt;00:00,   17.66it/s]
 
 
 
- 50%|█████     | Fold : 5/10 [00:00&lt;00:00,   16.84it/s]
+ 50%|█████     | Fold : 5/10 [00:00&lt;00:00,   18.10it/s]
 
 
 
- 60%|██████    | Fold : 6/10 [00:00&lt;00:00,   17.20it/s]
+ 60%|██████    | Fold : 6/10 [00:00&lt;00:00,   18.40it/s]
 
 
 
- 70%|███████   | Fold : 7/10 [00:00&lt;00:00,   17.39it/s]
+ 70%|███████   | Fold : 7/10 [00:00&lt;00:00,   18.60it/s]
 
 
 
- 80%|████████  | Fold : 8/10 [00:00&lt;00:00,   17.72it/s]
+ 80%|████████  | Fold : 8/10 [00:00&lt;00:00,   18.74it/s]
 
 
 
- 90%|█████████ | Fold : 9/10 [00:00&lt;00:00,   17.88it/s]
+ 90%|█████████ | Fold : 9/10 [00:00&lt;00:00,   18.74it/s]
 
 
 
-100%|██████████| Fold : 10/10 [00:00&lt;00:00,   17.96it/s]
-100%|██████████| Fold : 10/10 [00:00&lt;00:00,   17.74it/s]
+100%|██████████| Fold : 10/10 [00:00&lt;00:00,   18.96it/s]
+100%|██████████| Fold : 10/10 [00:00&lt;00:00,   18.77it/s]
 
 
-100%|██████████| n_interp : 4/4 [00:03&lt;00:00,    1.33it/s]
-100%|██████████| n_interp : 4/4 [00:03&lt;00:00,    1.32it/s]
+100%|██████████| n_interp : 4/4 [00:02&lt;00:00,    1.39it/s]
+100%|██████████| n_interp : 4/4 [00:02&lt;00:00,    1.38it/s]
 
 
 
@@ -2121,113 +2135,116 @@ <h2><a class="toc-backref" href="#id4" role="doc-backlink">Autoreject with highp
   0%|          | Repairing epochs : 0/97 [00:00&lt;?,       ?it/s]
 
 
-  6%|▌         | Repairing epochs : 6/97 [00:00&lt;00:00,  314.69it/s]
+  6%|▌         | Repairing epochs : 6/97 [00:00&lt;00:00,  308.25it/s]
+
 
+ 10%|█         | Repairing epochs : 10/97 [00:00&lt;00:00,  268.04it/s]
 
- 10%|█         | Repairing epochs : 10/97 [00:00&lt;00:00,  269.06it/s]
 
+ 14%|█▍        | Repairing epochs : 14/97 [00:00&lt;00:00,  218.31it/s]
 
- 14%|█▍        | Repairing epochs : 14/97 [00:00&lt;00:00,  219.23it/s]
 
+ 16%|█▋        | Repairing epochs : 16/97 [00:00&lt;00:00,  186.10it/s]
 
- 16%|█▋        | Repairing epochs : 16/97 [00:00&lt;00:00,  184.71it/s]
 
+ 19%|█▊        | Repairing epochs : 18/97 [00:00&lt;00:00,  166.26it/s]
 
- 19%|█▊        | Repairing epochs : 18/97 [00:00&lt;00:00,  165.14it/s]
 
+ 21%|██        | Repairing epochs : 20/97 [00:00&lt;00:00,  159.83it/s]
 
- 22%|██▏       | Repairing epochs : 21/97 [00:00&lt;00:00,  155.43it/s]
 
+ 23%|██▎       | Repairing epochs : 22/97 [00:00&lt;00:00,  149.85it/s]
 
- 24%|██▎       | Repairing epochs : 23/97 [00:00&lt;00:00,  147.17it/s]
 
+ 25%|██▍       | Repairing epochs : 24/97 [00:00&lt;00:00,  143.12it/s]
 
- 26%|██▌       | Repairing epochs : 25/97 [00:00&lt;00:00,  140.06it/s]
 
+ 27%|██▋       | Repairing epochs : 26/97 [00:00&lt;00:00,  136.54it/s]
 
- 28%|██▊       | Repairing epochs : 27/97 [00:00&lt;00:00,  134.29it/s]
 
+ 29%|██▉       | Repairing epochs : 28/97 [00:00&lt;00:00,  129.29it/s]
 
- 30%|██▉       | Repairing epochs : 29/97 [00:00&lt;00:00,  129.22it/s]
 
+ 31%|███       | Repairing epochs : 30/97 [00:00&lt;00:00,  126.13it/s]
 
- 32%|███▏      | Repairing epochs : 31/97 [00:00&lt;00:00,  125.18it/s]
 
+ 33%|███▎      | Repairing epochs : 32/97 [00:00&lt;00:00,  124.42it/s]
 
- 35%|███▌      | Repairing epochs : 34/97 [00:00&lt;00:00,  124.33it/s]
 
+ 35%|███▌      | Repairing epochs : 34/97 [00:00&lt;00:00,  122.41it/s]
 
- 37%|███▋      | Repairing epochs : 36/97 [00:00&lt;00:00,  121.83it/s]
 
+ 37%|███▋      | Repairing epochs : 36/97 [00:00&lt;00:00,  119.75it/s]
 
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 Dropped 11 epochs: 62, 63, 64, 65, 69, 71, 72, 73, 80, 95, 96
 /home/circleci/project/examples/plot_autoreject_workflow.py:182: FutureWarning: The current default events=None is deprecated and will change to events=True in MNE 1.6. Set events=False to suppress this warning.
   epochs[reject_log.bad_epochs].plot(scalings=dict(eeg=100e-6))
@@ -2280,116 +2297,113 @@ <h2><a class="toc-backref" href="#id4" role="doc-backlink">Autoreject with highp
 <div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>  0%|          | Repairing epochs : 0/97 [00:00&lt;?,       ?it/s]
 
 
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 No bad epochs were found for your data. Returning a copy of the data you wanted to clean. Interpolation may have been done.
 Number of epochs originally: 97, after autoreject: 97
 </pre></div>
@@ -2405,7 +2419,7 @@ <h2><a class="toc-backref" href="#id4" role="doc-backlink">Autoreject with highp
 is no subsitute for visual inspection. Irrespective of the rejection
 method used, we highly recommend users to inspect their preprocessed
 data before further analyses.</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (1 minutes 3.671 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (1 minutes 2.621 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-plot-autoreject-workflow-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../_downloads/85c2c90b959d98328ef38b4615114365/plot_autoreject_workflow.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_autoreject_workflow.py</span></code></a></p>
@@ -2496,7 +2510,7 @@ <h2><a class="toc-backref" href="#id4" role="doc-backlink">Autoreject with highp
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
   </p>
@@ -2504,7 +2518,7 @@ <h2><a class="toc-backref" href="#id4" role="doc-backlink">Autoreject with highp
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
     <br/>
   </p>
 </div>
diff --git a/dev/auto_examples/plot_channel_thresholds.html b/dev/auto_examples/plot_channel_thresholds.html
index 1a6f519..9f3dbf8 100644
--- a/dev/auto_examples/plot_channel_thresholds.html
+++ b/dev/auto_examples/plot_channel_thresholds.html
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 </pre></div>
 </div>
 <p>Finally, let us plot a histogram of the channel-level thresholds to verify
@@ -732,7 +732,7 @@
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<img src="../_images/sphx_glr_plot_channel_thresholds_001.png" srcset="../_images/sphx_glr_plot_channel_thresholds_001.png" alt="plot channel thresholds" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 12.770 seconds)</p>
+<img src="../_images/sphx_glr_plot_channel_thresholds_001.png" srcset="../_images/sphx_glr_plot_channel_thresholds_001.png" alt="plot channel thresholds" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 12.538 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-plot-channel-thresholds-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../_downloads/2b5a17c8987a199074fbcc3d44aad6a1/plot_channel_thresholds.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_channel_thresholds.py</span></code></a></p>
@@ -805,7 +805,7 @@
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
   </p>
@@ -813,7 +813,7 @@
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
     <br/>
   </p>
 </div>
diff --git a/dev/auto_examples/plot_estimate_global_reject.html b/dev/auto_examples/plot_estimate_global_reject.html
index 6035b70..95da7ba 100644
--- a/dev/auto_examples/plot_estimate_global_reject.html
+++ b/dev/auto_examples/plot_estimate_global_reject.html
@@ -538,7 +538,7 @@
 &lt;Figure size 640x500 with 6 Axes&gt;
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 3.274 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 3.064 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-plot-estimate-global-reject-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../_downloads/6c5e76cf8ceaa2adde4cd98fa32a32d0/plot_estimate_global_reject.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_estimate_global_reject.py</span></code></a></p>
@@ -611,7 +611,7 @@
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
   </p>
@@ -619,7 +619,7 @@
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
     <br/>
   </p>
 </div>
diff --git a/dev/auto_examples/plot_global_reject.html b/dev/auto_examples/plot_global_reject.html
index 8c0377d..55b959b 100644
--- a/dev/auto_examples/plot_global_reject.html
+++ b/dev/auto_examples/plot_global_reject.html
@@ -552,7 +552,7 @@
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<img src="../_images/sphx_glr_plot_global_reject_001.png" srcset="../_images/sphx_glr_plot_global_reject_001.png" alt="plot global reject" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 1.985 seconds)</p>
+<img src="../_images/sphx_glr_plot_global_reject_001.png" srcset="../_images/sphx_glr_plot_global_reject_001.png" alt="plot global reject" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 1.998 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-plot-global-reject-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../_downloads/a33f46b3f2f20c5c7813eaed29061866/plot_global_reject.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_global_reject.py</span></code></a></p>
@@ -625,7 +625,7 @@
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
   </p>
@@ -633,7 +633,7 @@
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
     <br/>
   </p>
 </div>
diff --git a/dev/auto_examples/plot_ransac.html b/dev/auto_examples/plot_ransac.html
index 12a2d84..c0c550a 100644
--- a/dev/auto_examples/plot_ransac.html
+++ b/dev/auto_examples/plot_ransac.html
@@ -531,51 +531,51 @@ <h2>References<a class="headerlink" href="#references" title="Link to this headi
 </pre></div>
 </div>
 <div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>  0%|          | interpolating channels : 0/50 [00:00&lt;?,       ?it/s]
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@@ -586,79 +586,79 @@ <h2>References<a class="headerlink" href="#references" title="Link to this headi
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 [Parallel(n_jobs=1)]: Done   1 tasks      | elapsed:    2.6s
 [Parallel(n_jobs=1)]: Done   1 tasks      | elapsed:    2.6s
 [Done]
@@ -749,7 +749,7 @@ <h2>References<a class="headerlink" href="#references" title="Link to this headi
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<img src="../_images/sphx_glr_plot_ransac_002.png" srcset="../_images/sphx_glr_plot_ransac_002.png" alt="plot ransac" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (1 minutes 7.621 seconds)</p>
+<img src="../_images/sphx_glr_plot_ransac_002.png" srcset="../_images/sphx_glr_plot_ransac_002.png" alt="plot ransac" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (1 minutes 7.668 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-plot-ransac-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../_downloads/c46630e57be6fee69c36b69808826387/plot_ransac.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_ransac.py</span></code></a></p>
@@ -837,7 +837,7 @@ <h2>References<a class="headerlink" href="#references" title="Link to this headi
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
   </p>
@@ -845,7 +845,7 @@ <h2>References<a class="headerlink" href="#references" title="Link to this headi
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
     <br/>
   </p>
 </div>
diff --git a/dev/auto_examples/plot_visualize_bad_epochs.html b/dev/auto_examples/plot_visualize_bad_epochs.html
index fc6250b..5006045 100644
--- a/dev/auto_examples/plot_visualize_bad_epochs.html
+++ b/dev/auto_examples/plot_visualize_bad_epochs.html
@@ -478,65 +478,65 @@
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+📁 Traversing directories for ds000117 : 956 entities [00:02, 634.05 entities/s]
+📁 Traversing directories for ds000117 : 1066 entities [00:08, 130.10 entities/s]
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+100%|██████████| Creating augmented epochs : 70/70 [00:02&lt;00:00,   28.03it/s]
 
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@@ -939,133 +939,133 @@
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   0%|          | Repairing epochs : 0/197 [00:00&lt;?,       ?it/s]
 
 
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+ 56%|█████▋    | Repairing epochs : 111/197 [00:00&lt;00:00,  385.96it/s]
 
 
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+ 81%|████████  | Repairing epochs : 159/197 [00:00&lt;00:00,  386.14it/s]
 
 
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+ 84%|████████▍ | Repairing epochs : 166/197 [00:00&lt;00:00,  386.39it/s]
 
 
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+ 88%|████████▊ | Repairing epochs : 173/197 [00:00&lt;00:00,  385.87it/s]
 
 
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+ 91%|█████████▏| Repairing epochs : 180/197 [00:00&lt;00:00,  385.67it/s]
 
 
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- 99%|█████████▉| Repairing epochs : 196/197 [00:00&lt;00:00,  387.96it/s]
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+100%|██████████| Repairing epochs : 197/197 [00:00&lt;00:00,  385.33it/s]
 
 
   0%|          | n_interp : 0/3 [00:00&lt;?,       ?it/s]
@@ -1074,473 +1074,464 @@
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-
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+ 95%|█████████▍| Repairing epochs : 187/197 [00:04&lt;00:00,   42.77it/s]
 
 
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- 95%|█████████▍| Repairing epochs : 187/197 [00:04&lt;00:00,   50.65it/s]
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- 95%|█████████▌| Repairing epochs : 188/197 [00:04&lt;00:00,   50.01it/s]
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- 96%|█████████▋| Repairing epochs : 190/197 [00:04&lt;00:00,   50.17it/s]
+ 97%|█████████▋| Repairing epochs : 192/197 [00:04&lt;00:00,   42.27it/s]
 
 
- 97%|█████████▋| Repairing epochs : 191/197 [00:04&lt;00:00,   49.41it/s]
+ 98%|█████████▊| Repairing epochs : 193/197 [00:04&lt;00:00,   42.01it/s]
 
 
- 97%|█████████▋| Repairing epochs : 192/197 [00:04&lt;00:00,   48.58it/s]
+ 98%|█████████▊| Repairing epochs : 194/197 [00:04&lt;00:00,   41.61it/s]
 
 
- 98%|█████████▊| Repairing epochs : 193/197 [00:04&lt;00:00,   48.01it/s]
+ 99%|█████████▉| Repairing epochs : 195/197 [00:04&lt;00:00,   41.28it/s]
 
 
- 98%|█████████▊| Repairing epochs : 194/197 [00:04&lt;00:00,   47.27it/s]
+ 99%|█████████▉| Repairing epochs : 196/197 [00:04&lt;00:00,   41.05it/s]
 
 
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-
-
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+100%|██████████| Repairing epochs : 197/197 [00:04&lt;00:00,   40.71it/s]
+100%|██████████| Repairing epochs : 197/197 [00:04&lt;00:00,   44.57it/s]
 
 
 
@@ -1549,35 +1540,35 @@
 
 
 
- 10%|█         | Fold : 1/10 [00:00&lt;00:02,    3.48it/s]
+ 10%|█         | Fold : 1/10 [00:00&lt;00:02,    3.17it/s]
 
 
 
- 20%|██        | Fold : 2/10 [00:00&lt;00:02,    3.60it/s]
+ 20%|██        | Fold : 2/10 [00:00&lt;00:02,    3.41it/s]
 
 
 
- 30%|███       | Fold : 3/10 [00:00&lt;00:01,    3.63it/s]
+ 30%|███       | Fold : 3/10 [00:00&lt;00:01,    3.52it/s]
 
 
 
- 40%|████      | Fold : 4/10 [00:01&lt;00:01,    3.67it/s]
+ 40%|████      | Fold : 4/10 [00:01&lt;00:01,    3.58it/s]
 
 
 
- 50%|█████     | Fold : 5/10 [00:01&lt;00:01,    3.68it/s]
+ 50%|█████     | Fold : 5/10 [00:01&lt;00:01,    3.62it/s]
 
 
 
- 60%|██████    | Fold : 6/10 [00:01&lt;00:01,    3.69it/s]
+ 60%|██████    | Fold : 6/10 [00:01&lt;00:01,    3.65it/s]
 
 
 
- 70%|███████   | Fold : 7/10 [00:01&lt;00:00,    3.69it/s]
+ 70%|███████   | Fold : 7/10 [00:01&lt;00:00,    3.68it/s]
 
 
 
- 80%|████████  | Fold : 8/10 [00:02&lt;00:00,    3.70it/s]
+ 80%|████████  | Fold : 8/10 [00:02&lt;00:00,    3.71it/s]
 
 
 
@@ -1585,1121 +1576,1121 @@
 
 
 
-100%|██████████| Fold : 10/10 [00:02&lt;00:00,    3.72it/s]
+100%|██████████| Fold : 10/10 [00:02&lt;00:00,    3.73it/s]
 100%|██████████| Fold : 10/10 [00:02&lt;00:00,    3.71it/s]
 
 
- 33%|███▎      | n_interp : 1/3 [00:07&lt;00:14,    7.18s/it]
+ 33%|███▎      | n_interp : 1/3 [00:07&lt;00:14,    7.32s/it]
 
 
   0%|          | Repairing epochs : 0/197 [00:00&lt;?,       ?it/s]
 
 
-  1%|          | Repairing epochs : 2/197 [00:00&lt;00:02,   94.33it/s]
+  1%|          | Repairing epochs : 2/197 [00:00&lt;00:02,   89.34it/s]
 
 
-  2%|▏         | Repairing epochs : 4/197 [00:00&lt;00:02,   82.03it/s]
+  2%|▏         | Repairing epochs : 4/197 [00:00&lt;00:02,   78.92it/s]
 
 
-  3%|▎         | Repairing epochs : 6/197 [00:00&lt;00:02,   78.30it/s]
+  3%|▎         | Repairing epochs : 6/197 [00:00&lt;00:02,   76.26it/s]
 
 
-  4%|▍         | Repairing epochs : 8/197 [00:00&lt;00:02,   76.62it/s]
+  4%|▍         | Repairing epochs : 8/197 [00:00&lt;00:02,   75.25it/s]
 
 
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+  5%|▌         | Repairing epochs : 10/197 [00:00&lt;00:02,   74.44it/s]
 
 
-  6%|▌         | Repairing epochs : 12/197 [00:00&lt;00:02,   75.57it/s]
+  6%|▌         | Repairing epochs : 12/197 [00:00&lt;00:02,   74.73it/s]
 
 
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+  7%|▋         | Repairing epochs : 14/197 [00:00&lt;00:02,   74.83it/s]
 
 
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+  8%|▊         | Repairing epochs : 16/197 [00:00&lt;00:02,   74.88it/s]
 
 
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+  9%|▉         | Repairing epochs : 18/197 [00:00&lt;00:02,   74.11it/s]
 
 
- 10%|█         | Repairing epochs : 20/197 [00:00&lt;00:02,   75.38it/s]
+ 10%|█         | Repairing epochs : 20/197 [00:00&lt;00:02,   73.96it/s]
 
 
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+ 11%|█         | Repairing epochs : 22/197 [00:00&lt;00:02,   73.61it/s]
 
 
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+ 12%|█▏        | Repairing epochs : 24/197 [00:00&lt;00:02,   73.58it/s]
 
 
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+ 13%|█▎        | Repairing epochs : 26/197 [00:00&lt;00:02,   73.06it/s]
 
 
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+ 14%|█▍        | Repairing epochs : 28/197 [00:00&lt;00:02,   73.02it/s]
 
 
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+ 15%|█▌        | Repairing epochs : 30/197 [00:00&lt;00:02,   73.13it/s]
 
 
- 16%|█▌        | Repairing epochs : 32/197 [00:00&lt;00:02,   74.84it/s]
+ 16%|█▌        | Repairing epochs : 32/197 [00:00&lt;00:02,   72.95it/s]
 
 
- 17%|█▋        | Repairing epochs : 34/197 [00:00&lt;00:02,   74.99it/s]
+ 17%|█▋        | Repairing epochs : 34/197 [00:00&lt;00:02,   73.14it/s]
 
 
- 18%|█▊        | Repairing epochs : 36/197 [00:00&lt;00:02,   74.66it/s]
+ 18%|█▊        | Repairing epochs : 36/197 [00:00&lt;00:02,   72.91it/s]
 
 
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+ 19%|█▉        | Repairing epochs : 38/197 [00:00&lt;00:02,   72.96it/s]
 
 
- 20%|██        | Repairing epochs : 40/197 [00:00&lt;00:02,   74.90it/s]
+ 20%|██        | Repairing epochs : 40/197 [00:00&lt;00:02,   73.09it/s]
 
 
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+ 21%|██▏       | Repairing epochs : 42/197 [00:00&lt;00:02,   73.18it/s]
 
 
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+ 22%|██▏       | Repairing epochs : 44/197 [00:00&lt;00:02,   73.20it/s]
 
 
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+ 23%|██▎       | Repairing epochs : 46/197 [00:00&lt;00:02,   74.72it/s]
 
 
- 24%|██▍       | Repairing epochs : 48/197 [00:00&lt;00:01,   76.51it/s]
+ 24%|██▍       | Repairing epochs : 48/197 [00:00&lt;00:01,   74.68it/s]
 
 
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+ 25%|██▌       | Repairing epochs : 50/197 [00:00&lt;00:01,   74.69it/s]
 
 
- 26%|██▋       | Repairing epochs : 52/197 [00:00&lt;00:01,   78.00it/s]
+ 26%|██▋       | Repairing epochs : 52/197 [00:00&lt;00:01,   76.22it/s]
 
 
- 27%|██▋       | Repairing epochs : 54/197 [00:00&lt;00:01,   77.86it/s]
+ 27%|██▋       | Repairing epochs : 54/197 [00:00&lt;00:01,   76.00it/s]
 
 
- 28%|██▊       | Repairing epochs : 56/197 [00:00&lt;00:01,   77.47it/s]
+ 28%|██▊       | Repairing epochs : 56/197 [00:00&lt;00:01,   75.64it/s]
 
 
- 29%|██▉       | Repairing epochs : 58/197 [00:00&lt;00:01,   77.40it/s]
+ 29%|██▉       | Repairing epochs : 58/197 [00:00&lt;00:01,   75.42it/s]
 
 
- 30%|███       | Repairing epochs : 60/197 [00:00&lt;00:01,   78.64it/s]
+ 30%|██▉       | Repairing epochs : 59/197 [00:00&lt;00:01,   73.33it/s]
 
 
- 31%|███▏      | Repairing epochs : 62/197 [00:00&lt;00:01,   80.02it/s]
+ 31%|███       | Repairing epochs : 61/197 [00:00&lt;00:01,   74.80it/s]
 
 
- 32%|███▏      | Repairing epochs : 64/197 [00:00&lt;00:01,   79.60it/s]
+ 32%|███▏      | Repairing epochs : 63/197 [00:00&lt;00:01,   75.46it/s]
 
 
- 34%|███▎      | Repairing epochs : 66/197 [00:00&lt;00:01,   79.29it/s]
+ 32%|███▏      | Repairing epochs : 64/197 [00:00&lt;00:01,   72.90it/s]
 
 
- 35%|███▍      | Repairing epochs : 68/197 [00:00&lt;00:01,   78.91it/s]
+ 33%|███▎      | Repairing epochs : 65/197 [00:00&lt;00:01,   70.47it/s]
 
 
- 36%|███▌      | Repairing epochs : 70/197 [00:00&lt;00:01,   80.13it/s]
+ 34%|███▎      | Repairing epochs : 66/197 [00:00&lt;00:01,   68.22it/s]
 
 
- 37%|███▋      | Repairing epochs : 72/197 [00:00&lt;00:01,   81.62it/s]
+ 35%|███▍      | Repairing epochs : 68/197 [00:00&lt;00:01,   68.50it/s]
 
 
- 38%|███▊      | Repairing epochs : 74/197 [00:00&lt;00:01,   81.23it/s]
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+ 62%|██████▏   | Repairing epochs : 122/197 [00:01&lt;00:01,   63.71it/s]
 
 
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+ 79%|███████▉  | Repairing epochs : 156/197 [00:02&lt;00:00,   64.28it/s]
 
 
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+ 80%|████████  | Repairing epochs : 158/197 [00:02&lt;00:00,   64.72it/s]
 
 
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+ 81%|████████  | Repairing epochs : 160/197 [00:02&lt;00:00,   65.19it/s]
 
 
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+ 82%|████████▏ | Repairing epochs : 162/197 [00:02&lt;00:00,   66.55it/s]
 
 
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+ 84%|████████▍ | Repairing epochs : 165/197 [00:02&lt;00:00,   69.52it/s]
 
 
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+ 87%|████████▋ | Repairing epochs : 171/197 [00:02&lt;00:00,   70.10it/s]
 
 
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+ 87%|████████▋ | Repairing epochs : 172/197 [00:02&lt;00:00,   69.51it/s]
 
 
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+ 88%|████████▊ | Repairing epochs : 173/197 [00:02&lt;00:00,   67.71it/s]
 
 
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+ 88%|████████▊ | Repairing epochs : 174/197 [00:02&lt;00:00,   65.84it/s]
 
 
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+ 89%|████████▉ | Repairing epochs : 175/197 [00:02&lt;00:00,   64.17it/s]
 
 
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+ 90%|████████▉ | Repairing epochs : 177/197 [00:02&lt;00:00,   64.58it/s]
 
 
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+ 91%|█████████ | Repairing epochs : 179/197 [00:02&lt;00:00,   64.83it/s]
 
 
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+ 92%|█████████▏| Repairing epochs : 181/197 [00:02&lt;00:00,   65.17it/s]
 
 
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+ 93%|█████████▎| Repairing epochs : 183/197 [00:02&lt;00:00,   66.64it/s]
 
 
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+ 94%|█████████▍| Repairing epochs : 185/197 [00:02&lt;00:00,   66.85it/s]
 
 
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+ 94%|█████████▍| Repairing epochs : 186/197 [00:02&lt;00:00,   66.14it/s]
 
 
- 96%|█████████▌| Repairing epochs : 189/197 [00:02&lt;00:00,   67.70it/s]
+ 95%|█████████▍| Repairing epochs : 187/197 [00:02&lt;00:00,   64.25it/s]
 
 
- 97%|█████████▋| Repairing epochs : 191/197 [00:02&lt;00:00,   67.89it/s]
+ 95%|█████████▌| Repairing epochs : 188/197 [00:02&lt;00:00,   63.56it/s]
 
 
- 97%|█████████▋| Repairing epochs : 192/197 [00:02&lt;00:00,   66.22it/s]
+ 96%|█████████▋| Repairing epochs : 190/197 [00:02&lt;00:00,   64.64it/s]
 
 
- 98%|█████████▊| Repairing epochs : 193/197 [00:02&lt;00:00,   64.42it/s]
+ 97%|█████████▋| Repairing epochs : 191/197 [00:02&lt;00:00,   63.00it/s]
 
 
- 98%|█████████▊| Repairing epochs : 194/197 [00:02&lt;00:00,   63.33it/s]
+ 97%|█████████▋| Repairing epochs : 192/197 [00:02&lt;00:00,   61.57it/s]
 
 
- 99%|█████████▉| Repairing epochs : 196/197 [00:02&lt;00:00,   63.86it/s]
-100%|██████████| Repairing epochs : 197/197 [00:02&lt;00:00,   68.41it/s]
+ 98%|█████████▊| Repairing epochs : 193/197 [00:02&lt;00:00,   60.02it/s]
 
 
+ 99%|█████████▉| Repairing epochs : 195/197 [00:02&lt;00:00,   60.57it/s]
 
 
-  0%|          | Fold : 0/10 [00:00&lt;?,       ?it/s]
+100%|██████████| Repairing epochs : 197/197 [00:02&lt;00:00,   61.17it/s]
+100%|██████████| Repairing epochs : 197/197 [00:02&lt;00:00,   66.29it/s]
 
 
 
- 10%|█         | Fold : 1/10 [00:00&lt;00:02,    3.56it/s]
 
+  0%|          | Fold : 0/10 [00:00&lt;?,       ?it/s]
 
 
- 20%|██        | Fold : 2/10 [00:00&lt;00:02,    3.60it/s]
 
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- 40%|████      | Fold : 4/10 [00:01&lt;00:01,    3.65it/s]
 
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+ 90%|█████████ | Fold : 9/10 [00:02&lt;00:00,    3.73it/s]
 
- 67%|██████▋   | n_interp : 2/3 [00:12&lt;00:06,    6.45s/it]
 
 
-  0%|          | Repairing epochs : 0/197 [00:00&lt;?,       ?it/s]
+100%|██████████| Fold : 10/10 [00:02&lt;00:00,    3.74it/s]
+100%|██████████| Fold : 10/10 [00:02&lt;00:00,    3.73it/s]
 
 
-  2%|▏         | Repairing epochs : 3/197 [00:00&lt;00:01,  106.10it/s]
+ 67%|██████▋   | n_interp : 2/3 [00:13&lt;00:06,    6.55s/it]
 
 
-  3%|▎         | Repairing epochs : 5/197 [00:00&lt;00:02,   89.07it/s]
+  0%|          | Repairing epochs : 0/197 [00:00&lt;?,       ?it/s]
 
 
-  4%|▎         | Repairing epochs : 7/197 [00:00&lt;00:02,   82.95it/s]
+  1%|          | Repairing epochs : 2/197 [00:00&lt;00:01,  116.17it/s]
 
 
-  5%|▍         | Repairing epochs : 9/197 [00:00&lt;00:02,   79.83it/s]
+  2%|▏         | Repairing epochs : 4/197 [00:00&lt;00:02,   81.38it/s]
 
 
-  6%|▌         | Repairing epochs : 11/197 [00:00&lt;00:02,   77.23it/s]
+  3%|▎         | Repairing epochs : 5/197 [00:00&lt;00:03,   63.88it/s]
 
 
-  7%|▋         | Repairing epochs : 13/197 [00:00&lt;00:02,   76.78it/s]
+  3%|▎         | Repairing epochs : 6/197 [00:00&lt;00:03,   55.01it/s]
 
 
-  8%|▊         | Repairing epochs : 15/197 [00:00&lt;00:02,   76.91it/s]
+  4%|▎         | Repairing epochs : 7/197 [00:00&lt;00:03,   50.72it/s]
 
 
-  9%|▊         | Repairing epochs : 17/197 [00:00&lt;00:02,   76.86it/s]
+  5%|▍         | Repairing epochs : 9/197 [00:00&lt;00:03,   54.59it/s]
 
 
- 10%|▉         | Repairing epochs : 19/197 [00:00&lt;00:02,   76.59it/s]
+  6%|▌         | Repairing epochs : 11/197 [00:00&lt;00:03,   56.99it/s]
 
 
- 11%|█         | Repairing epochs : 21/197 [00:00&lt;00:02,   76.30it/s]
+  7%|▋         | Repairing epochs : 13/197 [00:00&lt;00:03,   59.51it/s]
 
 
- 12%|█▏        | Repairing epochs : 23/197 [00:00&lt;00:02,   75.93it/s]
+  8%|▊         | Repairing epochs : 15/197 [00:00&lt;00:02,   61.63it/s]
 
 
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+  9%|▊         | Repairing epochs : 17/197 [00:00&lt;00:02,   63.20it/s]
 
 
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+ 69%|██████▉   | Repairing epochs : 136/197 [00:01&lt;00:00,   70.96it/s]
 
 
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+ 88%|████████▊ | Repairing epochs : 174/197 [00:02&lt;00:00,   67.50it/s]
 
 
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+ 89%|████████▉ | Repairing epochs : 176/197 [00:02&lt;00:00,   67.52it/s]
 
 
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+ 91%|█████████▏| Repairing epochs : 180/197 [00:02&lt;00:00,   67.93it/s]
 
 
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+ 93%|█████████▎| Repairing epochs : 184/197 [00:02&lt;00:00,   69.54it/s]
 
 
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+ 94%|█████████▍| Repairing epochs : 186/197 [00:02&lt;00:00,   69.81it/s]
 
 
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+ 95%|█████████▍| Repairing epochs : 187/197 [00:02&lt;00:00,   68.31it/s]
 
 
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+ 95%|█████████▌| Repairing epochs : 188/197 [00:02&lt;00:00,   66.66it/s]
 
 
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+ 96%|█████████▋| Repairing epochs : 190/197 [00:02&lt;00:00,   67.56it/s]
 
 
-100%|██████████| Repairing epochs : 197/197 [00:02&lt;00:00,   60.98it/s]
-100%|██████████| Repairing epochs : 197/197 [00:02&lt;00:00,   69.13it/s]
+ 97%|█████████▋| Repairing epochs : 192/197 [00:02&lt;00:00,   67.87it/s]
 
 
+ 98%|█████████▊| Repairing epochs : 194/197 [00:02&lt;00:00,   66.26it/s]
 
 
-  0%|          | Fold : 0/10 [00:00&lt;?,       ?it/s]
+ 99%|█████████▉| Repairing epochs : 195/197 [00:02&lt;00:00,   65.63it/s]
 
 
+100%|██████████| Repairing epochs : 197/197 [00:02&lt;00:00,   65.96it/s]
+100%|██████████| Repairing epochs : 197/197 [00:02&lt;00:00,   69.27it/s]
 
- 10%|█         | Fold : 1/10 [00:00&lt;00:01,    5.63it/s]
 
 
 
- 20%|██        | Fold : 2/10 [00:00&lt;00:01,    5.75it/s]
+  0%|          | Fold : 0/10 [00:00&lt;?,       ?it/s]
 
 
 
- 30%|███       | Fold : 3/10 [00:00&lt;00:01,    5.82it/s]
+ 10%|█         | Fold : 1/10 [00:00&lt;00:01,    5.78it/s]
 
 
 
- 40%|████      | Fold : 4/10 [00:00&lt;00:01,    5.84it/s]
+ 20%|██        | Fold : 2/10 [00:00&lt;00:01,    5.95it/s]
 
 
 
- 50%|█████     | Fold : 5/10 [00:00&lt;00:00,    5.85it/s]
+ 30%|███       | Fold : 3/10 [00:00&lt;00:01,    5.97it/s]
 
 
 
- 60%|██████    | Fold : 6/10 [00:01&lt;00:00,    5.85it/s]
+ 40%|████      | Fold : 4/10 [00:00&lt;00:00,    6.00it/s]
 
 
 
- 70%|███████   | Fold : 7/10 [00:01&lt;00:00,    5.85it/s]
+ 50%|█████     | Fold : 5/10 [00:00&lt;00:00,    6.02it/s]
 
 
 
- 80%|████████  | Fold : 8/10 [00:01&lt;00:00,    5.85it/s]
+ 60%|██████    | Fold : 6/10 [00:00&lt;00:00,    6.05it/s]
 
 
 
- 90%|█████████ | Fold : 9/10 [00:01&lt;00:00,    5.87it/s]
+ 70%|███████   | Fold : 7/10 [00:01&lt;00:00,    6.02it/s]
 
 
 
-100%|██████████| Fold : 10/10 [00:01&lt;00:00,    5.89it/s]
-100%|██████████| Fold : 10/10 [00:01&lt;00:00,    5.88it/s]
+ 80%|████████  | Fold : 8/10 [00:01&lt;00:00,    6.03it/s]
 
 
-100%|██████████| n_interp : 3/3 [00:17&lt;00:00,    5.80s/it]
-100%|██████████| n_interp : 3/3 [00:17&lt;00:00,    5.85s/it]
 
+ 90%|█████████ | Fold : 9/10 [00:01&lt;00:00,    6.05it/s]
 
 
 
-Estimated consensus=1.00 and n_interpolate=32
+100%|██████████| Fold : 10/10 [00:01&lt;00:00,    6.06it/s]
+100%|██████████| Fold : 10/10 [00:01&lt;00:00,    6.05it/s]
 
 
+100%|██████████| n_interp : 3/3 [00:17&lt;00:00,    5.85s/it]
+100%|██████████| n_interp : 3/3 [00:17&lt;00:00,    5.90s/it]
 
-  0%|          | Repairing epochs : 0/197 [00:00&lt;?,       ?it/s]
 
 
-  1%|          | Repairing epochs : 2/197 [00:00&lt;00:01,  110.94it/s]
 
+Estimated consensus=1.00 and n_interpolate=32
 
-  2%|▏         | Repairing epochs : 4/197 [00:00&lt;00:02,   81.75it/s]
 
 
-  3%|▎         | Repairing epochs : 5/197 [00:00&lt;00:02,   64.67it/s]
+  0%|          | Repairing epochs : 0/197 [00:00&lt;?,       ?it/s]
 
 
-  3%|▎         | Repairing epochs : 6/197 [00:00&lt;00:03,   57.15it/s]
+  1%|          | Repairing epochs : 2/197 [00:00&lt;00:01,  109.75it/s]
 
 
-  4%|▍         | Repairing epochs : 8/197 [00:00&lt;00:03,   60.90it/s]
+  2%|▏         | Repairing epochs : 4/197 [00:00&lt;00:02,   81.32it/s]
 
 
-  5%|▌         | Repairing epochs : 10/197 [00:00&lt;00:02,   62.90it/s]
+  3%|▎         | Repairing epochs : 5/197 [00:00&lt;00:02,   65.85it/s]
 
 
-  6%|▌         | Repairing epochs : 12/197 [00:00&lt;00:02,   64.39it/s]
+  4%|▎         | Repairing epochs : 7/197 [00:00&lt;00:02,   67.48it/s]
 
 
-  7%|▋         | Repairing epochs : 14/197 [00:00&lt;00:02,   65.70it/s]
+  5%|▍         | Repairing epochs : 9/197 [00:00&lt;00:02,   67.68it/s]
 
 
-  8%|▊         | Repairing epochs : 16/197 [00:00&lt;00:02,   67.24it/s]
+  6%|▌         | Repairing epochs : 11/197 [00:00&lt;00:02,   68.17it/s]
 
 
-  9%|▉         | Repairing epochs : 18/197 [00:00&lt;00:02,   68.09it/s]
+  7%|▋         | Repairing epochs : 13/197 [00:00&lt;00:02,   69.23it/s]
 
 
- 10%|█         | Repairing epochs : 20/197 [00:00&lt;00:02,   68.54it/s]
+  8%|▊         | Repairing epochs : 15/197 [00:00&lt;00:02,   70.35it/s]
 
 
- 11%|█         | Repairing epochs : 22/197 [00:00&lt;00:02,   69.56it/s]
+  9%|▊         | Repairing epochs : 17/197 [00:00&lt;00:02,   70.95it/s]
 
 
- 12%|█▏        | Repairing epochs : 24/197 [00:00&lt;00:02,   70.07it/s]
+ 10%|▉         | Repairing epochs : 19/197 [00:00&lt;00:02,   71.65it/s]
 
 
- 13%|█▎        | Repairing epochs : 26/197 [00:00&lt;00:02,   70.62it/s]
+ 11%|█         | Repairing epochs : 21/197 [00:00&lt;00:02,   71.85it/s]
 
 
- 14%|█▍        | Repairing epochs : 28/197 [00:00&lt;00:02,   70.67it/s]
+ 12%|█▏        | Repairing epochs : 23/197 [00:00&lt;00:02,   72.19it/s]
 
 
- 15%|█▌        | Repairing epochs : 30/197 [00:00&lt;00:02,   71.22it/s]
+ 13%|█▎        | Repairing epochs : 25/197 [00:00&lt;00:02,   72.61it/s]
 
 
- 16%|█▌        | Repairing epochs : 32/197 [00:00&lt;00:02,   71.62it/s]
+ 14%|█▎        | Repairing epochs : 27/197 [00:00&lt;00:02,   72.99it/s]
 
 
- 17%|█▋        | Repairing epochs : 34/197 [00:00&lt;00:02,   71.72it/s]
+ 15%|█▍        | Repairing epochs : 29/197 [00:00&lt;00:02,   73.15it/s]
 
 
- 18%|█▊        | Repairing epochs : 36/197 [00:00&lt;00:02,   71.66it/s]
+ 16%|█▌        | Repairing epochs : 31/197 [00:00&lt;00:02,   73.47it/s]
 
 
- 19%|█▉        | Repairing epochs : 38/197 [00:00&lt;00:02,   71.61it/s]
+ 17%|█▋        | Repairing epochs : 33/197 [00:00&lt;00:02,   73.52it/s]
 
 
- 20%|██        | Repairing epochs : 40/197 [00:00&lt;00:02,   71.88it/s]
+ 18%|█▊        | Repairing epochs : 35/197 [00:00&lt;00:02,   73.48it/s]
 
 
- 21%|██▏       | Repairing epochs : 42/197 [00:00&lt;00:02,   72.22it/s]
+ 19%|█▉        | Repairing epochs : 37/197 [00:00&lt;00:02,   73.29it/s]
 
 
- 22%|██▏       | Repairing epochs : 44/197 [00:00&lt;00:02,   72.00it/s]
+ 20%|█▉        | Repairing epochs : 39/197 [00:00&lt;00:02,   73.21it/s]
 
 
- 23%|██▎       | Repairing epochs : 46/197 [00:00&lt;00:02,   73.63it/s]
+ 21%|██        | Repairing epochs : 41/197 [00:00&lt;00:02,   73.49it/s]
 
 
- 24%|██▍       | Repairing epochs : 48/197 [00:00&lt;00:02,   73.86it/s]
+ 22%|██▏       | Repairing epochs : 43/197 [00:00&lt;00:02,   73.24it/s]
 
 
- 25%|██▌       | Repairing epochs : 50/197 [00:00&lt;00:01,   73.77it/s]
+ 23%|██▎       | Repairing epochs : 45/197 [00:00&lt;00:02,   73.29it/s]
 
 
- 26%|██▋       | Repairing epochs : 52/197 [00:00&lt;00:01,   75.45it/s]
+ 24%|██▍       | Repairing epochs : 47/197 [00:00&lt;00:02,   74.98it/s]
 
 
- 27%|██▋       | Repairing epochs : 54/197 [00:00&lt;00:01,   75.12it/s]
+ 25%|██▍       | Repairing epochs : 49/197 [00:00&lt;00:01,   74.81it/s]
 
 
- 28%|██▊       | Repairing epochs : 56/197 [00:00&lt;00:01,   74.91it/s]
+ 26%|██▌       | Repairing epochs : 51/197 [00:00&lt;00:01,   76.32it/s]
 
 
- 29%|██▉       | Repairing epochs : 58/197 [00:00&lt;00:01,   74.97it/s]
+ 27%|██▋       | Repairing epochs : 53/197 [00:00&lt;00:01,   76.23it/s]
 
 
- 30%|███       | Repairing epochs : 60/197 [00:00&lt;00:01,   76.26it/s]
+ 28%|██▊       | Repairing epochs : 55/197 [00:00&lt;00:01,   75.74it/s]
 
 
- 31%|███       | Repairing epochs : 61/197 [00:00&lt;00:01,   75.44it/s]
+ 29%|██▉       | Repairing epochs : 57/197 [00:00&lt;00:01,   75.67it/s]
 
 
- 32%|███▏      | Repairing epochs : 63/197 [00:00&lt;00:01,   76.09it/s]
+ 30%|██▉       | Repairing epochs : 59/197 [00:00&lt;00:01,   75.31it/s]
 
 
- 32%|███▏      | Repairing epochs : 64/197 [00:00&lt;00:01,   73.88it/s]
+ 31%|███       | Repairing epochs : 61/197 [00:00&lt;00:01,   76.57it/s]
 
 
- 34%|███▎      | Repairing epochs : 66/197 [00:00&lt;00:01,   73.70it/s]
+ 32%|███▏      | Repairing epochs : 63/197 [00:00&lt;00:01,   77.81it/s]
 
 
- 35%|███▍      | Repairing epochs : 68/197 [00:00&lt;00:01,   73.85it/s]
+ 33%|███▎      | Repairing epochs : 65/197 [00:00&lt;00:01,   77.66it/s]
 
 
- 36%|███▌      | Repairing epochs : 70/197 [00:00&lt;00:01,   75.37it/s]
+ 34%|███▍      | Repairing epochs : 67/197 [00:00&lt;00:01,   77.35it/s]
 
 
- 37%|███▋      | Repairing epochs : 72/197 [00:00&lt;00:01,   76.98it/s]
+ 35%|███▌      | Repairing epochs : 69/197 [00:00&lt;00:01,   77.33it/s]
 
 
- 38%|███▊      | Repairing epochs : 74/197 [00:00&lt;00:01,   76.87it/s]
+ 37%|███▋      | Repairing epochs : 72/197 [00:00&lt;00:01,   79.93it/s]
 
 
- 39%|███▊      | Repairing epochs : 76/197 [00:01&lt;00:01,   76.64it/s]
+ 38%|███▊      | Repairing epochs : 74/197 [00:00&lt;00:01,   79.53it/s]
 
 
- 40%|███▉      | Repairing epochs : 78/197 [00:01&lt;00:01,   75.80it/s]
+ 39%|███▊      | Repairing epochs : 76/197 [00:00&lt;00:01,   78.93it/s]
 
 
- 41%|████      | Repairing epochs : 80/197 [00:01&lt;00:01,   75.41it/s]
+ 40%|███▉      | Repairing epochs : 78/197 [00:01&lt;00:01,   77.80it/s]
 
 
- 42%|████▏     | Repairing epochs : 82/197 [00:01&lt;00:01,   75.08it/s]
+ 41%|████      | Repairing epochs : 80/197 [00:01&lt;00:01,   77.46it/s]
 
 
- 43%|████▎     | Repairing epochs : 84/197 [00:01&lt;00:01,   74.66it/s]
+ 41%|████      | Repairing epochs : 81/197 [00:01&lt;00:01,   75.65it/s]
 
 
- 44%|████▎     | Repairing epochs : 86/197 [00:01&lt;00:01,   73.81it/s]
+ 42%|████▏     | Repairing epochs : 82/197 [00:01&lt;00:01,   74.51it/s]
 
 
- 44%|████▍     | Repairing epochs : 87/197 [00:01&lt;00:01,   71.45it/s]
+ 42%|████▏     | Repairing epochs : 83/197 [00:01&lt;00:01,   73.72it/s]
 
 
- 45%|████▍     | Repairing epochs : 88/197 [00:01&lt;00:01,   70.57it/s]
+ 43%|████▎     | Repairing epochs : 84/197 [00:01&lt;00:01,   71.55it/s]
 
 
- 46%|████▌     | Repairing epochs : 91/197 [00:01&lt;00:01,   73.39it/s]
+ 43%|████▎     | Repairing epochs : 85/197 [00:01&lt;00:01,   69.69it/s]
 
 
- 47%|████▋     | Repairing epochs : 93/197 [00:01&lt;00:01,   73.28it/s]
+ 44%|████▍     | Repairing epochs : 87/197 [00:01&lt;00:01,   69.74it/s]
 
 
- 48%|████▊     | Repairing epochs : 95/197 [00:01&lt;00:01,   73.38it/s]
+ 45%|████▌     | Repairing epochs : 89/197 [00:01&lt;00:01,   71.20it/s]
 
 
- 49%|████▉     | Repairing epochs : 97/197 [00:01&lt;00:01,   73.57it/s]
+ 46%|████▌     | Repairing epochs : 91/197 [00:01&lt;00:01,   72.67it/s]
 
 
- 50%|█████     | Repairing epochs : 99/197 [00:01&lt;00:01,   73.66it/s]
+ 47%|████▋     | Repairing epochs : 93/197 [00:01&lt;00:01,   72.52it/s]
 
 
- 51%|█████     | Repairing epochs : 100/197 [00:01&lt;00:01,   72.88it/s]
+ 48%|████▊     | Repairing epochs : 95/197 [00:01&lt;00:01,   72.54it/s]
 
 
- 51%|█████▏    | Repairing epochs : 101/197 [00:01&lt;00:01,   70.90it/s]
+ 49%|████▉     | Repairing epochs : 97/197 [00:01&lt;00:01,   72.74it/s]
 
 
- 52%|█████▏    | Repairing epochs : 102/197 [00:01&lt;00:01,   69.19it/s]
+ 50%|█████     | Repairing epochs : 99/197 [00:01&lt;00:01,   72.78it/s]
 
 
- 53%|█████▎    | Repairing epochs : 104/197 [00:01&lt;00:01,   70.41it/s]
+ 51%|█████▏    | Repairing epochs : 101/197 [00:01&lt;00:01,   72.69it/s]
 
 
- 54%|█████▍    | Repairing epochs : 106/197 [00:01&lt;00:01,   70.33it/s]
+ 52%|█████▏    | Repairing epochs : 103/197 [00:01&lt;00:01,   73.87it/s]
 
 
- 55%|█████▍    | Repairing epochs : 108/197 [00:01&lt;00:01,   71.80it/s]
+ 53%|█████▎    | Repairing epochs : 105/197 [00:01&lt;00:01,   73.61it/s]
 
 
- 56%|█████▌    | Repairing epochs : 110/197 [00:01&lt;00:01,   71.79it/s]
+ 54%|█████▍    | Repairing epochs : 107/197 [00:01&lt;00:01,   74.72it/s]
 
 
- 57%|█████▋    | Repairing epochs : 112/197 [00:01&lt;00:01,   71.64it/s]
+ 55%|█████▌    | Repairing epochs : 109/197 [00:01&lt;00:01,   74.58it/s]
 
 
- 58%|█████▊    | Repairing epochs : 114/197 [00:01&lt;00:01,   71.28it/s]
+ 56%|█████▋    | Repairing epochs : 111/197 [00:01&lt;00:01,   74.25it/s]
 
 
- 59%|█████▉    | Repairing epochs : 116/197 [00:01&lt;00:01,   69.32it/s]
+ 57%|█████▋    | Repairing epochs : 112/197 [00:01&lt;00:01,   73.44it/s]
 
 
- 60%|█████▉    | Repairing epochs : 118/197 [00:01&lt;00:01,   67.89it/s]
+ 57%|█████▋    | Repairing epochs : 113/197 [00:01&lt;00:01,   70.98it/s]
 
 
- 60%|██████    | Repairing epochs : 119/197 [00:01&lt;00:01,   66.25it/s]
+ 58%|█████▊    | Repairing epochs : 114/197 [00:01&lt;00:01,   68.54it/s]
 
 
- 61%|██████    | Repairing epochs : 120/197 [00:01&lt;00:01,   64.53it/s]
+ 58%|█████▊    | Repairing epochs : 115/197 [00:01&lt;00:01,   66.43it/s]
 
 
- 62%|██████▏   | Repairing epochs : 122/197 [00:01&lt;00:01,   65.06it/s]
+ 59%|█████▉    | Repairing epochs : 116/197 [00:01&lt;00:01,   64.74it/s]
 
 
- 63%|██████▎   | Repairing epochs : 124/197 [00:01&lt;00:01,   65.49it/s]
+ 60%|█████▉    | Repairing epochs : 118/197 [00:01&lt;00:01,   63.61it/s]
 
 
- 64%|██████▍   | Repairing epochs : 126/197 [00:01&lt;00:01,   67.00it/s]
+ 60%|██████    | Repairing epochs : 119/197 [00:01&lt;00:01,   62.19it/s]
 
 
- 65%|██████▍   | Repairing epochs : 128/197 [00:01&lt;00:01,   68.53it/s]
+ 61%|██████    | Repairing epochs : 120/197 [00:01&lt;00:01,   60.60it/s]
 
 
- 66%|██████▌   | Repairing epochs : 130/197 [00:01&lt;00:00,   68.86it/s]
+ 61%|██████▏   | Repairing epochs : 121/197 [00:01&lt;00:01,   60.36it/s]
 
 
- 67%|██████▋   | Repairing epochs : 132/197 [00:01&lt;00:00,   69.15it/s]
+ 62%|██████▏   | Repairing epochs : 123/197 [00:01&lt;00:01,   61.10it/s]
 
 
- 68%|██████▊   | Repairing epochs : 134/197 [00:01&lt;00:00,   69.50it/s]
+ 63%|██████▎   | Repairing epochs : 125/197 [00:01&lt;00:01,   61.72it/s]
 
 
- 69%|██████▉   | Repairing epochs : 136/197 [00:01&lt;00:00,   69.75it/s]
+ 65%|██████▍   | Repairing epochs : 128/197 [00:01&lt;00:01,   64.69it/s]
 
 
- 70%|███████   | Repairing epochs : 138/197 [00:01&lt;00:00,   69.94it/s]
+ 66%|██████▌   | Repairing epochs : 130/197 [00:01&lt;00:01,   65.06it/s]
 
 
- 71%|███████   | Repairing epochs : 139/197 [00:01&lt;00:00,   69.51it/s]
+ 67%|██████▋   | Repairing epochs : 132/197 [00:01&lt;00:00,   65.46it/s]
 
 
- 72%|███████▏  | Repairing epochs : 141/197 [00:01&lt;00:00,   69.24it/s]
+ 68%|██████▊   | Repairing epochs : 134/197 [00:01&lt;00:00,   65.90it/s]
 
 
- 72%|███████▏  | Repairing epochs : 142/197 [00:02&lt;00:00,   67.62it/s]
+ 69%|██████▉   | Repairing epochs : 136/197 [00:01&lt;00:00,   66.19it/s]
 
 
- 73%|███████▎  | Repairing epochs : 143/197 [00:02&lt;00:00,   65.62it/s]
+ 70%|███████   | Repairing epochs : 138/197 [00:01&lt;00:00,   66.57it/s]
 
 
- 73%|███████▎  | Repairing epochs : 144/197 [00:02&lt;00:00,   65.23it/s]
+ 71%|███████   | Repairing epochs : 140/197 [00:01&lt;00:00,   66.89it/s]
 
 
- 74%|███████▍  | Repairing epochs : 146/197 [00:02&lt;00:00,   65.73it/s]
+ 72%|███████▏  | Repairing epochs : 142/197 [00:02&lt;00:00,   67.03it/s]
 
 
- 75%|███████▌  | Repairing epochs : 148/197 [00:02&lt;00:00,   67.19it/s]
+ 73%|███████▎  | Repairing epochs : 144/197 [00:02&lt;00:00,   67.31it/s]
 
 
- 76%|███████▌  | Repairing epochs : 150/197 [00:02&lt;00:00,   67.47it/s]
+ 74%|███████▍  | Repairing epochs : 146/197 [00:02&lt;00:00,   67.52it/s]
 
 
- 77%|███████▋  | Repairing epochs : 152/197 [00:02&lt;00:00,   69.00it/s]
+ 75%|███████▌  | Repairing epochs : 148/197 [00:02&lt;00:00,   68.83it/s]
 
 
- 78%|███████▊  | Repairing epochs : 154/197 [00:02&lt;00:00,   70.32it/s]
+ 76%|███████▌  | Repairing epochs : 150/197 [00:02&lt;00:00,   68.89it/s]
 
 
- 79%|███████▉  | Repairing epochs : 156/197 [00:02&lt;00:00,   71.56it/s]
+ 77%|███████▋  | Repairing epochs : 152/197 [00:02&lt;00:00,   70.32it/s]
 
 
- 80%|████████  | Repairing epochs : 158/197 [00:02&lt;00:00,   71.62it/s]
+ 78%|███████▊  | Repairing epochs : 154/197 [00:02&lt;00:00,   71.51it/s]
 
 
- 81%|████████  | Repairing epochs : 160/197 [00:02&lt;00:00,   71.64it/s]
+ 79%|███████▉  | Repairing epochs : 156/197 [00:02&lt;00:00,   72.69it/s]
 
 
- 82%|████████▏ | Repairing epochs : 161/197 [00:02&lt;00:00,   71.10it/s]
+ 80%|████████  | Repairing epochs : 158/197 [00:02&lt;00:00,   72.70it/s]
 
 
- 83%|████████▎ | Repairing epochs : 164/197 [00:02&lt;00:00,   74.74it/s]
+ 81%|████████  | Repairing epochs : 160/197 [00:02&lt;00:00,   72.58it/s]
 
 
- 84%|████████▍ | Repairing epochs : 166/197 [00:02&lt;00:00,   74.38it/s]
+ 82%|████████▏ | Repairing epochs : 161/197 [00:02&lt;00:00,   71.99it/s]
 
 
- 85%|████████▌ | Repairing epochs : 168/197 [00:02&lt;00:00,   74.18it/s]
+ 84%|████████▍ | Repairing epochs : 165/197 [00:02&lt;00:00,   75.80it/s]
 
 
- 86%|████████▋ | Repairing epochs : 170/197 [00:02&lt;00:00,   73.95it/s]
+ 85%|████████▍ | Repairing epochs : 167/197 [00:02&lt;00:00,   75.57it/s]
 
 
- 87%|████████▋ | Repairing epochs : 172/197 [00:02&lt;00:00,   73.66it/s]
+ 86%|████████▌ | Repairing epochs : 169/197 [00:02&lt;00:00,   75.49it/s]
 
 
- 88%|████████▊ | Repairing epochs : 174/197 [00:02&lt;00:00,   73.51it/s]
+ 87%|████████▋ | Repairing epochs : 171/197 [00:02&lt;00:00,   75.05it/s]
 
 
- 89%|████████▉ | Repairing epochs : 176/197 [00:02&lt;00:00,   73.16it/s]
+ 88%|████████▊ | Repairing epochs : 173/197 [00:02&lt;00:00,   74.96it/s]
 
 
- 90%|█████████ | Repairing epochs : 178/197 [00:02&lt;00:00,   72.93it/s]
+ 89%|████████▉ | Repairing epochs : 175/197 [00:02&lt;00:00,   74.74it/s]
 
 
- 91%|█████████▏| Repairing epochs : 180/197 [00:02&lt;00:00,   72.63it/s]
+ 90%|████████▉ | Repairing epochs : 177/197 [00:02&lt;00:00,   74.39it/s]
 
 
- 92%|█████████▏| Repairing epochs : 181/197 [00:02&lt;00:00,   70.97it/s]
+ 90%|█████████ | Repairing epochs : 178/197 [00:02&lt;00:00,   73.44it/s]
 
 
- 93%|█████████▎| Repairing epochs : 183/197 [00:02&lt;00:00,   69.67it/s]
+ 91%|█████████ | Repairing epochs : 179/197 [00:02&lt;00:00,   71.25it/s]
 
 
- 93%|█████████▎| Repairing epochs : 184/197 [00:02&lt;00:00,   67.82it/s]
+ 91%|█████████▏| Repairing epochs : 180/197 [00:02&lt;00:00,   69.33it/s]
 
 
- 94%|█████████▍| Repairing epochs : 185/197 [00:02&lt;00:00,   66.43it/s]
+ 92%|█████████▏| Repairing epochs : 181/197 [00:02&lt;00:00,   67.87it/s]
 
 
- 94%|█████████▍| Repairing epochs : 186/197 [00:02&lt;00:00,   64.67it/s]
+ 93%|█████████▎| Repairing epochs : 183/197 [00:02&lt;00:00,   66.69it/s]
 
 
- 95%|█████████▍| Repairing epochs : 187/197 [00:02&lt;00:00,   64.53it/s]
+ 93%|█████████▎| Repairing epochs : 184/197 [00:02&lt;00:00,   65.07it/s]
 
 
- 95%|█████████▌| Repairing epochs : 188/197 [00:02&lt;00:00,   64.43it/s]
+ 94%|█████████▍| Repairing epochs : 185/197 [00:02&lt;00:00,   64.33it/s]
 
 
- 96%|█████████▋| Repairing epochs : 190/197 [00:02&lt;00:00,   65.42it/s]
+ 95%|█████████▍| Repairing epochs : 187/197 [00:02&lt;00:00,   64.79it/s]
 
 
- 97%|█████████▋| Repairing epochs : 191/197 [00:02&lt;00:00,   64.19it/s]
+ 95%|█████████▌| Repairing epochs : 188/197 [00:02&lt;00:00,   64.63it/s]
 
 
- 97%|█████████▋| Repairing epochs : 192/197 [00:02&lt;00:00,   62.62it/s]
+ 96%|█████████▋| Repairing epochs : 190/197 [00:02&lt;00:00,   66.09it/s]
 
 
- 98%|█████████▊| Repairing epochs : 193/197 [00:02&lt;00:00,   61.10it/s]
+ 97%|█████████▋| Repairing epochs : 192/197 [00:02&lt;00:00,   66.62it/s]
 
 
- 98%|█████████▊| Repairing epochs : 194/197 [00:02&lt;00:00,   61.10it/s]
+ 98%|█████████▊| Repairing epochs : 194/197 [00:02&lt;00:00,   66.72it/s]
 
 
- 99%|█████████▉| Repairing epochs : 196/197 [00:02&lt;00:00,   61.58it/s]
-100%|██████████| Repairing epochs : 197/197 [00:02&lt;00:00,   68.93it/s]
+ 99%|█████████▉| Repairing epochs : 196/197 [00:02&lt;00:00,   66.64it/s]
+100%|██████████| Repairing epochs : 197/197 [00:02&lt;00:00,   70.18it/s]
 No bad epochs were found for your data. Returning a copy of the data you wanted to clean. Interpolation may have been done.
 </pre></div>
 </div>
@@ -2776,7 +2767,7 @@
 &lt;Figure size 640x300 with 2 Axes&gt;
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (1 minutes 53.207 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (1 minutes 50.559 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-plot-visualize-bad-epochs-py">
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@@ -2849,7 +2840,7 @@
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
   </p>
@@ -2857,7 +2848,7 @@
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
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   </p>
 </div>
diff --git a/dev/auto_examples/sg_execution_times.html b/dev/auto_examples/sg_execution_times.html
index 943fc1a..8b33aaa 100644
--- a/dev/auto_examples/sg_execution_times.html
+++ b/dev/auto_examples/sg_execution_times.html
@@ -416,35 +416,35 @@
                   
   <section id="computation-times">
 <span id="sphx-glr-auto-examples-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Link to this heading">#</a></h1>
-<p><strong>05:55.125</strong> total execution time for <strong>auto_examples</strong> files:</p>
+<p><strong>05:49.280</strong> total execution time for <strong>auto_examples</strong> files:</p>
 <table class="table">
 <tbody>
 <tr class="row-odd"><td><p><a class="reference internal" href="plot_visualize_bad_epochs.html#sphx-glr-auto-examples-plot-visualize-bad-epochs-py"><span class="std std-ref">Visualize bad sensors per trial</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_visualize_bad_epochs.py</span></code>)</p></td>
-<td><p>01:53.207</p></td>
+<td><p>01:50.559</p></td>
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 <tr class="row-even"><td><p><a class="reference internal" href="plot_auto_repair.html#sphx-glr-auto-examples-plot-auto-repair-py"><span class="std std-ref">Automatically repair epochs</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_auto_repair.py</span></code>)</p></td>
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+<td><p>01:30.832</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="plot_ransac.html#sphx-glr-auto-examples-plot-ransac-py"><span class="std std-ref">Detect bad sensors using RANSAC</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_ransac.py</span></code>)</p></td>
-<td><p>01:07.621</p></td>
+<td><p>01:07.668</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="plot_autoreject_workflow.html#sphx-glr-auto-examples-plot-autoreject-workflow-py"><span class="std std-ref">Preprocessing workflow with autoreject and ICA</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_autoreject_workflow.py</span></code>)</p></td>
-<td><p>01:03.671</p></td>
+<td><p>01:02.621</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="plot_channel_thresholds.html#sphx-glr-auto-examples-plot-channel-thresholds-py"><span class="std std-ref">Plot channel-level thresholds</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_channel_thresholds.py</span></code>)</p></td>
-<td><p>00:12.770</p></td>
+<td><p>00:12.538</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="plot_estimate_global_reject.html#sphx-glr-auto-examples-plot-estimate-global-reject-py"><span class="std std-ref">Find global rejection threshold</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_estimate_global_reject.py</span></code>)</p></td>
-<td><p>00:03.274</p></td>
+<td><p>00:03.064</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="plot_global_reject.html#sphx-glr-auto-examples-plot-global-reject-py"><span class="std std-ref">Plotting the cross-validation curve</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_global_reject.py</span></code>)</p></td>
-<td><p>00:01.985</p></td>
+<td><p>00:01.998</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 </tbody>
@@ -494,7 +494,7 @@
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
   </p>
@@ -502,7 +502,7 @@
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
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diff --git a/dev/explanation.html b/dev/explanation.html
index 2c15e74..5d2f02a 100644
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+++ b/dev/explanation.html
@@ -559,7 +559,7 @@ <h2>References<a class="headerlink" href="#references" title="Link to this headi
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
   </p>
@@ -567,7 +567,7 @@ <h2>References<a class="headerlink" href="#references" title="Link to this headi
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
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diff --git a/dev/faq.html b/dev/faq.html
index be75b3e..bc3c8ed 100644
--- a/dev/faq.html
+++ b/dev/faq.html
@@ -534,7 +534,7 @@ <h2>Is it possible to get only bad sensor annotations and not interpolate?<a cla
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
   </p>
@@ -542,7 +542,7 @@ <h2>Is it possible to get only bad sensor annotations and not interpolate?<a cla
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
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diff --git a/dev/generated/autoreject.AutoReject.html b/dev/generated/autoreject.AutoReject.html
index 86b2ca4..67640b8 100644
--- a/dev/generated/autoreject.AutoReject.html
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@@ -739,7 +739,7 @@ <h1>autoreject.AutoReject<a class="headerlink" href="#autoreject-autoreject" tit
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
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@@ -747,7 +747,7 @@ <h1>autoreject.AutoReject<a class="headerlink" href="#autoreject-autoreject" tit
       
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   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
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diff --git a/dev/generated/autoreject.Ransac.html b/dev/generated/autoreject.Ransac.html
index 4161e57..a49849f 100644
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@@ -614,7 +614,7 @@ <h1>autoreject.Ransac<a class="headerlink" href="#autoreject-ransac" title="Link
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
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@@ -622,7 +622,7 @@ <h1>autoreject.Ransac<a class="headerlink" href="#autoreject-ransac" title="Link
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
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diff --git a/dev/generated/autoreject.RejectLog.html b/dev/generated/autoreject.RejectLog.html
index a067820..f45adf7 100644
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@@ -641,7 +641,7 @@ <h1>autoreject.RejectLog<a class="headerlink" href="#autoreject-rejectlog" title
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
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@@ -649,7 +649,7 @@ <h1>autoreject.RejectLog<a class="headerlink" href="#autoreject-rejectlog" title
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
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diff --git a/dev/generated/autoreject.compute_thresholds.html b/dev/generated/autoreject.compute_thresholds.html
index 91a0c4a..2b10aae 100644
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@@ -583,7 +583,7 @@ <h1>autoreject.compute_thresholds<a class="headerlink" href="#autoreject-compute
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
   </p>
@@ -591,7 +591,7 @@ <h1>autoreject.compute_thresholds<a class="headerlink" href="#autoreject-compute
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
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diff --git a/dev/generated/autoreject.get_rejection_threshold.html b/dev/generated/autoreject.get_rejection_threshold.html
index 4ca4f2e..91eb43b 100644
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@@ -573,7 +573,7 @@ <h1>autoreject.get_rejection_threshold<a class="headerlink" href="#autoreject-ge
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
   </p>
@@ -581,7 +581,7 @@ <h1>autoreject.get_rejection_threshold<a class="headerlink" href="#autoreject-ge
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
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diff --git a/dev/generated/autoreject.read_auto_reject.html b/dev/generated/autoreject.read_auto_reject.html
index fa78854..89c878c 100644
--- a/dev/generated/autoreject.read_auto_reject.html
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@@ -544,7 +544,7 @@ <h1>autoreject.read_auto_reject<a class="headerlink" href="#autoreject-read-auto
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
   </p>
@@ -552,7 +552,7 @@ <h1>autoreject.read_auto_reject<a class="headerlink" href="#autoreject-read-auto
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
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diff --git a/dev/generated/autoreject.read_reject_log.html b/dev/generated/autoreject.read_reject_log.html
index df52905..ed24175 100644
--- a/dev/generated/autoreject.read_reject_log.html
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@@ -544,7 +544,7 @@ <h1>autoreject.read_reject_log<a class="headerlink" href="#autoreject-read-rejec
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
   </p>
@@ -552,7 +552,7 @@ <h1>autoreject.read_reject_log<a class="headerlink" href="#autoreject-read-rejec
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
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diff --git a/dev/generated/autoreject.utils.set_matplotlib_defaults.html b/dev/generated/autoreject.utils.set_matplotlib_defaults.html
index 87fb81d..7229144 100644
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@@ -539,7 +539,7 @@ <h1>autoreject.utils.set_matplotlib_defaults<a class="headerlink" href="#autorej
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
   </p>
@@ -547,7 +547,7 @@ <h1>autoreject.utils.set_matplotlib_defaults<a class="headerlink" href="#autorej
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
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diff --git a/dev/generated/autoreject.validation_curve.html b/dev/generated/autoreject.validation_curve.html
index 0944943..66c55d6 100644
--- a/dev/generated/autoreject.validation_curve.html
+++ b/dev/generated/autoreject.validation_curve.html
@@ -574,7 +574,7 @@ <h1>autoreject.validation_curve<a class="headerlink" href="#autoreject-validatio
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
   </p>
@@ -582,7 +582,7 @@ <h1>autoreject.validation_curve<a class="headerlink" href="#autoreject-validatio
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
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diff --git a/dev/genindex.html b/dev/genindex.html
index bacae66..f481374 100644
--- a/dev/genindex.html
+++ b/dev/genindex.html
@@ -582,7 +582,7 @@ <h2 id="V">V</h2>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
   </p>
@@ -590,7 +590,7 @@ <h2 id="V">V</h2>
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
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diff --git a/dev/index.html b/dev/index.html
index ee6b23e..afdf20d 100644
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+++ b/dev/index.html
@@ -549,7 +549,7 @@ <h1>Cite<a class="headerlink" href="#cite" title="Link to this heading">#</a></h
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
   </p>
@@ -557,7 +557,7 @@ <h1>Cite<a class="headerlink" href="#cite" title="Link to this heading">#</a></h
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
     <br/>
   </p>
 </div>
diff --git a/dev/py-modindex.html b/dev/py-modindex.html
index 3e74673..0fb5a3c 100644
--- a/dev/py-modindex.html
+++ b/dev/py-modindex.html
@@ -457,7 +457,7 @@ <h1>Python Module Index</h1>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
   </p>
@@ -465,7 +465,7 @@ <h1>Python Module Index</h1>
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
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diff --git a/dev/search.html b/dev/search.html
index e4a152d..7a3d910 100644
--- a/dev/search.html
+++ b/dev/search.html
@@ -461,7 +461,7 @@ <h1>Search</h1>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
   </p>
@@ -469,7 +469,7 @@ <h1>Search</h1>
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
     <br/>
   </p>
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diff --git a/dev/searchindex.js b/dev/searchindex.js
index 78d0c02..dee1896 100644
--- a/dev/searchindex.js
+++ b/dev/searchindex.js
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\ No newline at end of file
+Search.setIndex({"docnames": ["api", "auto_examples/index", "auto_examples/plot_auto_repair", "auto_examples/plot_autoreject_workflow", "auto_examples/plot_channel_thresholds", "auto_examples/plot_estimate_global_reject", "auto_examples/plot_global_reject", "auto_examples/plot_ransac", "auto_examples/plot_visualize_bad_epochs", "auto_examples/sg_execution_times", "explanation", "faq", "generated/autoreject.AutoReject", "generated/autoreject.Ransac", "generated/autoreject.RejectLog", "generated/autoreject.compute_thresholds", "generated/autoreject.get_rejection_threshold", "generated/autoreject.read_auto_reject", "generated/autoreject.read_reject_log", "generated/autoreject.utils.set_matplotlib_defaults", "generated/autoreject.validation_curve", "index", "whats_new"], "filenames": ["api.rst", "auto_examples/index.rst", "auto_examples/plot_auto_repair.rst", "auto_examples/plot_autoreject_workflow.rst", "auto_examples/plot_channel_thresholds.rst", 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"autoreject-rejectlog"]], "Examples using autoreject.RejectLog": [[14, "examples-using-autoreject-rejectlog"]], "autoreject.compute_thresholds": [[15, "autoreject-compute-thresholds"]], "Examples using autoreject.compute_thresholds": [[15, "examples-using-autoreject-compute-thresholds"]], "autoreject.get_rejection_threshold": [[16, "autoreject-get-rejection-threshold"]], "Examples using autoreject.get_rejection_threshold": [[16, "examples-using-autoreject-get-rejection-threshold"]], "autoreject.read_auto_reject": [[17, "autoreject-read-auto-reject"]], "autoreject.read_reject_log": [[18, "autoreject-read-reject-log"]], "autoreject.utils.set_matplotlib_defaults": [[19, "autoreject-utils-set-matplotlib-defaults"]], "autoreject.validation_curve": [[20, "autoreject-validation-curve"]], "Examples using autoreject.validation_curve": [[20, "examples-using-autoreject-validation-curve"]], "autoreject": [[21, "autoreject"]], "Installation": [[21, "installation"]], "Quickstart": [[21, "quickstart"]], "Bug reports": [[21, "bug-reports"]], "Cite": [[21, "cite"]], "What\u2019s new?": [[22, "what-s-new"]], "0.5 (unreleased)": [[22, "unreleased"]], "Changelog": [[22, "changelog"], [22, "id4"], [22, "id7"], [22, "id10"], [22, "id15"], [22, "id23"], [22, "id28"]], "Bug": [[22, "bug"], [22, "id16"], [22, "id24"]], "0.4.2 (2023-05-28)": [[22, "id2"]], "0.4.1 (2023-01-12)": [[22, "id5"]], "0.4 (2022-10-09)": [[22, "id8"]], "0.3.1 (2022-03-16)": [[22, "id11"]], "0.3 (2022-01-04)": [[22, "id13"]], "API": [[22, "api"], [22, "id25"]], "0.2.2 (2020-12-23)": [[22, "id17"]], "0.2.1 (2019-11-07)": [[22, "id19"]], "0.2 (2019-06-24)": [[22, "id21"]], "0.1 (2018-06-11)": [[22, "id26"]]}, "indexentries": {"autoreject": [[0, "module-autoreject"]], "autoreject.utils": [[0, "module-autoreject.utils"]], "module": [[0, "module-autoreject"], [0, "module-autoreject.utils"]], "autoreject (class in autoreject)": [[12, "autoreject.AutoReject"]], "fit() (autoreject.autoreject method)": [[12, "autoreject.AutoReject.fit"]], "fit_transform() (autoreject.autoreject method)": [[12, "autoreject.AutoReject.fit_transform"]], "get_reject_log() (autoreject.autoreject method)": [[12, "autoreject.AutoReject.get_reject_log"]], "save() (autoreject.autoreject method)": [[12, "autoreject.AutoReject.save"]], "transform() (autoreject.autoreject method)": [[12, "autoreject.AutoReject.transform"]], "ransac (class in autoreject)": [[13, "autoreject.Ransac"]], "fit() (autoreject.ransac method)": [[13, "autoreject.Ransac.fit"]], "rejectlog (class in autoreject)": [[14, "autoreject.RejectLog"]], "plot() (autoreject.rejectlog method)": [[14, "autoreject.RejectLog.plot"]], "plot_epochs() (autoreject.rejectlog method)": [[14, "autoreject.RejectLog.plot_epochs"]], "save() (autoreject.rejectlog method)": [[14, "autoreject.RejectLog.save"]], "compute_thresholds() (in module autoreject)": [[15, "autoreject.compute_thresholds"]], "get_rejection_threshold() (in module autoreject)": [[16, "autoreject.get_rejection_threshold"]], "read_auto_reject() (in module autoreject)": [[17, "autoreject.read_auto_reject"]], "read_reject_log() (in module autoreject)": [[18, "autoreject.read_reject_log"]], "set_matplotlib_defaults() (in module autoreject.utils)": [[19, "autoreject.utils.set_matplotlib_defaults"]], "validation_curve() (in module autoreject)": [[20, "autoreject.validation_curve"]]}})
\ No newline at end of file
diff --git a/dev/whats_new.html b/dev/whats_new.html
index f388def..73573df 100644
--- a/dev/whats_new.html
+++ b/dev/whats_new.html
@@ -652,7 +652,7 @@ <h3>Changelog<a class="headerlink" href="#id28" title="Link to this heading">#</
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-09-05.
       <br/>
     
   </p>
@@ -660,7 +660,7 @@ <h3>Changelog<a class="headerlink" href="#id28" title="Link to this heading">#</
       
         <div class="footer-item">
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.3.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.5.
     <br/>
   </p>
 </div>