diff --git a/dev/.buildinfo b/dev/.buildinfo index 4787c47..da42637 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: 50f115c9560a6ad0e98ae52132b7b316 +config: 06a9b41a3fa209400455f1f47e8b03e4 tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/dev/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip b/dev/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip index 524b539..c24b918 100644 Binary files a/dev/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip and b/dev/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip differ diff --git a/dev/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip b/dev/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip index aa7163e..7051bae 100644 Binary files a/dev/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip and b/dev/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip differ diff --git a/dev/_downloads/85c2c90b959d98328ef38b4615114365/plot_autoreject_workflow.py b/dev/_downloads/85c2c90b959d98328ef38b4615114365/plot_autoreject_workflow.py index 277e865..56a9462 100644 --- a/dev/_downloads/85c2c90b959d98328ef38b4615114365/plot_autoreject_workflow.py +++ b/dev/_downloads/85c2c90b959d98328ef38b4615114365/plot_autoreject_workflow.py @@ -10,7 +10,7 @@ other preprocessing steps to use in combination. **tldr**: We recommend that you first highpass filter the data, -then run autoreject (local) and supply the bad epochs detected by it +then run autoreject (local) and supply the artifact-free epochs to the ICA algorithm for a robust fit, and finally run autoreject (local) again. """ diff --git a/dev/_downloads/88aa0ebf52f0f32e2f92cc901577e2ba/plot_autoreject_workflow.ipynb b/dev/_downloads/88aa0ebf52f0f32e2f92cc901577e2ba/plot_autoreject_workflow.ipynb index 1cf2690..db48370 100644 --- a/dev/_downloads/88aa0ebf52f0f32e2f92cc901577e2ba/plot_autoreject_workflow.ipynb +++ b/dev/_downloads/88aa0ebf52f0f32e2f92cc901577e2ba/plot_autoreject_workflow.ipynb @@ -4,7 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "\n\n# Preprocessing workflow with ``autoreject`` and ICA\nThis example demonstrates how to visualize data when preprocessing\nwith :mod:`autoreject` and discusses decisions about when and which\nother preprocessing steps to use in combination.\n\n**tldr**: We recommend that you first highpass filter the data,\nthen run autoreject (local) and supply the bad epochs detected by it\nto the ICA algorithm for a robust fit, and finally run\nautoreject (local) again.\n" + "\n\n# Preprocessing workflow with ``autoreject`` and ICA\nThis example demonstrates how to visualize data when preprocessing\nwith :mod:`autoreject` and discusses decisions about when and which\nother preprocessing steps to use in combination.\n\n**tldr**: We recommend that you first highpass filter the data,\nthen run autoreject (local) and supply the artifact-free epochs\nto the ICA algorithm for a robust fit, and finally run\nautoreject (local) again.\n" ] }, { diff --git a/dev/_modules/autoreject/autoreject.html b/dev/_modules/autoreject/autoreject.html index ec44b32..a04d46d 100644 --- a/dev/_modules/autoreject/autoreject.html +++ b/dev/_modules/autoreject/autoreject.html @@ -1965,7 +1965,7 @@

Source code for autoreject.autoreject

         

   

     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-25.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
       

     
   

diff --git a/dev/_modules/autoreject/ransac.html b/dev/_modules/autoreject/ransac.html
index 6e16a84..95cea41 100644
--- a/dev/_modules/autoreject/ransac.html
+++ b/dev/_modules/autoreject/ransac.html
@@ -716,7 +716,7 @@ 
Source code for autoreject.ransac
         

   

     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-25.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
       

     
   

diff --git a/dev/_modules/autoreject/utils.html b/dev/_modules/autoreject/utils.html
index cadc439..af361c3 100644
--- a/dev/_modules/autoreject/utils.html
+++ b/dev/_modules/autoreject/utils.html
@@ -947,7 +947,7 @@ 
Source code for autoreject.utils
         

   

     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-25.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
       

     
   

diff --git a/dev/_modules/index.html b/dev/_modules/index.html
index 0d990c0..e1f387f 100644
--- a/dev/_modules/index.html
+++ b/dev/_modules/index.html
@@ -461,7 +461,7 @@ 
All modules for which code is available

         

   

     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-25.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
       

     
   

diff --git a/dev/api.html b/dev/api.html
index 666744b..8e4e4fe 100644
--- a/dev/api.html
+++ b/dev/api.html
@@ -575,7 +575,7 @@ 
Utilities
   

     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-25.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
       

     
   

diff --git a/dev/auto_examples/index.html b/dev/auto_examples/index.html
index 4fc2fa2..5937fdd 100644
--- a/dev/auto_examples/index.html
+++ b/dev/auto_examples/index.html
@@ -532,7 +532,7 @@
         

   

     
-      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-25.
+      © Copyright 2016-2023, autoreject developers. Last updated on 2023-08-27.
       

     
   

diff --git a/dev/auto_examples/plot_auto_repair.html b/dev/auto_examples/plot_auto_repair.html
index c527c17..f73d2dd 100644
--- a/dev/auto_examples/plot_auto_repair.html
+++ b/dev/auto_examples/plot_auto_repair.html
@@ -548,531 +548,531 @@
 
Running autoreject on ch_type=grad
 
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   0%|          | Repairing epochs : 0/72 [00:00<?,       ?it/s]
 
 
-  3%|▎         | Repairing epochs : 2/72 [00:00<00:00,   84.70it/s]
+  3%|▎         | Repairing epochs : 2/72 [00:00<00:00,   86.54it/s]
 
 
-  6%|▌         | Repairing epochs : 4/72 [00:00<00:00,   84.57it/s]
+  6%|▌         | Repairing epochs : 4/72 [00:00<00:00,   86.45it/s]
 
 
-  8%|▊         | Repairing epochs : 6/72 [00:00<00:00,   85.00it/s]
+  8%|▊         | Repairing epochs : 6/72 [00:00<00:00,   86.48it/s]
 
 
- 11%|█         | Repairing epochs : 8/72 [00:00<00:00,   85.03it/s]
+ 11%|█         | Repairing epochs : 8/72 [00:00<00:00,   86.75it/s]
 
 
- 14%|█▍        | Repairing epochs : 10/72 [00:00<00:00,   84.66it/s]
+ 14%|█▍        | Repairing epochs : 10/72 [00:00<00:00,   86.88it/s]
 
 
- 17%|█▋        | Repairing epochs : 12/72 [00:00<00:00,   84.48it/s]
+ 17%|█▋        | Repairing epochs : 12/72 [00:00<00:00,   87.03it/s]
 
 
- 19%|█▉        | Repairing epochs : 14/72 [00:00<00:00,   84.66it/s]
+ 19%|█▉        | Repairing epochs : 14/72 [00:00<00:00,   87.01it/s]
 
 
- 22%|██▏       | Repairing epochs : 16/72 [00:00<00:00,   84.80it/s]
+ 22%|██▏       | Repairing epochs : 16/72 [00:00<00:00,   87.04it/s]
 
 
- 25%|██▌       | Repairing epochs : 18/72 [00:00<00:00,   85.09it/s]
+ 25%|██▌       | Repairing epochs : 18/72 [00:00<00:00,   87.09it/s]
 
 
- 28%|██▊       | Repairing epochs : 20/72 [00:00<00:00,   85.35it/s]
+ 28%|██▊       | Repairing epochs : 20/72 [00:00<00:00,   87.06it/s]
 
 
- 31%|███       | Repairing epochs : 22/72 [00:00<00:00,   85.34it/s]
+ 31%|███       | Repairing epochs : 22/72 [00:00<00:00,   86.93it/s]
 
 
- 33%|███▎      | Repairing epochs : 24/72 [00:00<00:00,   85.23it/s]
+ 33%|███▎      | Repairing epochs : 24/72 [00:00<00:00,   86.94it/s]
 
 
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+ 78%|███████▊  | Repairing epochs : 56/72 [00:00<00:00,   86.85it/s]
 
 
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+ 97%|█████████▋| Repairing epochs : 70/72 [00:00<00:00,   86.71it/s]
 
 
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+100%|██████████| Repairing epochs : 72/72 [00:00<00:00,   86.68it/s]
 
 
   0%|          | n_interp : 0/3 [00:00<?,       ?it/s]
@@ -1081,221 +1081,221 @@
   0%|          | Repairing epochs : 0/72 [00:00<?,       ?it/s]
 
 
-  1%|▏         | Repairing epochs : 1/72 [00:00<00:12,    5.76it/s]
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+ 10%|▉         | Repairing epochs : 7/72 [00:00<00:09,    7.11it/s]
 
 
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+ 11%|█         | Repairing epochs : 8/72 [00:01<00:08,    7.18it/s]
 
 
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+ 12%|█▎        | Repairing epochs : 9/72 [00:01<00:08,    7.24it/s]
 
 
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+ 14%|█▍        | Repairing epochs : 10/72 [00:01<00:08,    7.20it/s]
 
 
- 15%|█▌        | Repairing epochs : 11/72 [00:01<00:08,    7.37it/s]
+ 15%|█▌        | Repairing epochs : 11/72 [00:01<00:08,    6.95it/s]
 
 
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+ 17%|█▋        | Repairing epochs : 12/72 [00:01<00:08,    6.83it/s]
 
 
- 18%|█▊        | Repairing epochs : 13/72 [00:01<00:07,    7.40it/s]
+ 18%|█▊        | Repairing epochs : 13/72 [00:01<00:08,    6.90it/s]
 
 
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+ 19%|█▉        | Repairing epochs : 14/72 [00:02<00:08,    6.96it/s]
 
 
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+ 53%|█████▎    | Repairing epochs : 38/72 [00:05<00:05,    6.68it/s]
 
 
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+ 58%|█████▊    | Repairing epochs : 42/72 [00:06<00:04,    6.84it/s]
 
 
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+ 60%|█████▉    | Repairing epochs : 43/72 [00:06<00:04,    6.88it/s]
 
 
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+ 61%|██████    | Repairing epochs : 44/72 [00:06<00:04,    6.92it/s]
 
 
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+ 62%|██████▎   | Repairing epochs : 45/72 [00:06<00:03,    6.95it/s]
 
 
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+ 67%|██████▋   | Repairing epochs : 48/72 [00:06<00:03,    6.92it/s]
 
 
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+ 68%|██████▊   | Repairing epochs : 49/72 [00:07<00:03,    6.91it/s]
 
 
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+ 69%|██████▉   | Repairing epochs : 50/72 [00:07<00:03,    6.83it/s]
 
 
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+ 71%|███████   | Repairing epochs : 51/72 [00:07<00:03,    6.87it/s]
 
 
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+ 72%|███████▏  | Repairing epochs : 52/72 [00:07<00:02,    6.90it/s]
 
 
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+ 74%|███████▎  | Repairing epochs : 53/72 [00:07<00:02,    6.94it/s]
 
 
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+ 75%|███████▌  | Repairing epochs : 54/72 [00:07<00:02,    6.97it/s]
 
 
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+ 76%|███████▋  | Repairing epochs : 55/72 [00:07<00:02,    7.01it/s]
 
 
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+ 78%|███████▊  | Repairing epochs : 56/72 [00:08<00:02,    7.04it/s]
 
 
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+ 79%|███████▉  | Repairing epochs : 57/72 [00:08<00:02,    7.07it/s]
 
 
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+ 81%|████████  | Repairing epochs : 58/72 [00:08<00:01,    7.10it/s]
 
 
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+ 82%|████████▏ | Repairing epochs : 59/72 [00:08<00:01,    7.13it/s]
 
 
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+ 83%|████████▎ | Repairing epochs : 60/72 [00:08<00:01,    7.15it/s]
 
 
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+ 85%|████████▍ | Repairing epochs : 61/72 [00:08<00:01,    7.18it/s]
 
 
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+ 86%|████████▌ | Repairing epochs : 62/72 [00:08<00:01,    7.20it/s]
 
 
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+ 88%|████████▊ | Repairing epochs : 63/72 [00:08<00:01,    7.22it/s]
 
 
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+ 89%|████████▉ | Repairing epochs : 64/72 [00:09<00:01,    7.25it/s]
 
 
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+ 90%|█████████ | Repairing epochs : 65/72 [00:09<00:00,    7.27it/s]
 
 
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+ 92%|█████████▏| Repairing epochs : 66/72 [00:09<00:00,    7.29it/s]
 
 
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+ 93%|█████████▎| Repairing epochs : 67/72 [00:09<00:00,    7.26it/s]
 
 
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+ 94%|█████████▍| Repairing epochs : 68/72 [00:09<00:00,    7.15it/s]
 
 
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+ 96%|█████████▌| Repairing epochs : 69/72 [00:09<00:00,    7.09it/s]
 
 
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+ 97%|█████████▋| Repairing epochs : 70/72 [00:09<00:00,    7.11it/s]
 
 
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+ 99%|█████████▊| Repairing epochs : 71/72 [00:10<00:00,    7.10it/s]
 
 
-100%|██████████| Repairing epochs : 72/72 [00:09<00:00,    7.55it/s]
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+100%|██████████| Repairing epochs : 72/72 [00:10<00:00,    7.01it/s]
+100%|██████████| Repairing epochs : 72/72 [00:10<00:00,    7.00it/s]
 
 
 
@@ -1304,267 +1304,267 @@
 
 
 
- 10%|█         | Fold : 1/10 [00:00<00:01,    5.53it/s]
+ 10%|█         | Fold : 1/10 [00:00<00:01,    5.11it/s]
 
 
 
- 20%|██        | Fold : 2/10 [00:00<00:01,    5.90it/s]
+ 20%|██        | Fold : 2/10 [00:00<00:01,    5.86it/s]
 
 
 
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+ 30%|███       | Fold : 3/10 [00:00<00:01,    6.22it/s]
 
 
 
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+ 40%|████      | Fold : 4/10 [00:00<00:00,    6.44it/s]
 
 
 
- 50%|█████     | Fold : 5/10 [00:00<00:00,    6.40it/s]
+ 50%|█████     | Fold : 5/10 [00:00<00:00,    6.56it/s]
 
 
 
- 60%|██████    | Fold : 6/10 [00:00<00:00,    6.44it/s]
+ 60%|██████    | Fold : 6/10 [00:00<00:00,    6.63it/s]
 
 
 
- 70%|███████   | Fold : 7/10 [00:01<00:00,    6.46it/s]
+ 70%|███████   | Fold : 7/10 [00:01<00:00,    6.67it/s]
 
 
 
- 80%|████████  | Fold : 8/10 [00:01<00:00,    6.47it/s]
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- 33%|███▎      | n_interp : 1/3 [00:11<00:23,   11.53s/it]
+ 33%|███▎      | n_interp : 1/3 [00:12<00:24,   12.05s/it]
 
 
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+ 47%|████▋     | Repairing epochs : 34/72 [00:04<00:05,    7.39it/s]
 
 
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+ 49%|████▊     | Repairing epochs : 35/72 [00:04<00:05,    7.39it/s]
 
 
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+ 51%|█████▏    | Repairing epochs : 37/72 [00:05<00:04,    7.41it/s]
 
 
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+ 53%|█████▎    | Repairing epochs : 38/72 [00:05<00:04,    7.42it/s]
 
 
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+ 56%|█████▌    | Repairing epochs : 40/72 [00:05<00:04,    7.45it/s]
 
 
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+ 57%|█████▋    | Repairing epochs : 41/72 [00:05<00:04,    7.47it/s]
 
 
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+ 58%|█████▊    | Repairing epochs : 42/72 [00:05<00:04,    7.48it/s]
 
 
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+ 60%|█████▉    | Repairing epochs : 43/72 [00:05<00:03,    7.49it/s]
 
 
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+ 61%|██████    | Repairing epochs : 44/72 [00:06<00:03,    7.50it/s]
 
 
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+ 69%|██████▉   | Repairing epochs : 50/72 [00:06<00:02,    7.57it/s]
 
 
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+ 71%|███████   | Repairing epochs : 51/72 [00:06<00:02,    7.57it/s]
 
 
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+ 72%|███████▏  | Repairing epochs : 52/72 [00:07<00:02,    7.58it/s]
 
 
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+ 74%|███████▎  | Repairing epochs : 53/72 [00:07<00:02,    7.59it/s]
 
 
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+ 75%|███████▌  | Repairing epochs : 54/72 [00:07<00:02,    7.60it/s]
 
 
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+ 76%|███████▋  | Repairing epochs : 55/72 [00:07<00:02,    7.60it/s]
 
 
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+ 78%|███████▊  | Repairing epochs : 56/72 [00:07<00:02,    7.61it/s]
 
 
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+ 79%|███████▉  | Repairing epochs : 57/72 [00:07<00:01,    7.58it/s]
 
 
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+ 81%|████████  | Repairing epochs : 58/72 [00:07<00:01,    7.45it/s]
 
 
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+ 82%|████████▏ | Repairing epochs : 59/72 [00:08<00:01,    7.32it/s]
 
 
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+ 83%|████████▎ | Repairing epochs : 60/72 [00:08<00:01,    7.34it/s]
 
 
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+ 85%|████████▍ | Repairing epochs : 61/72 [00:08<00:01,    7.33it/s]
 
 
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+ 86%|████████▌ | Repairing epochs : 62/72 [00:08<00:01,    7.22it/s]
 
 
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+ 88%|████████▊ | Repairing epochs : 63/72 [00:08<00:01,    7.12it/s]
 
 
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+ 89%|████████▉ | Repairing epochs : 64/72 [00:08<00:01,    7.02it/s]
 
 
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+ 90%|█████████ | Repairing epochs : 65/72 [00:09<00:00,    7.06it/s]
 
 
- 92%|█████████▏| Repairing epochs : 66/72 [00:08<00:00,    7.68it/s]
+ 92%|█████████▏| Repairing epochs : 66/72 [00:09<00:00,    7.09it/s]
 
 
- 93%|█████████▎| Repairing epochs : 67/72 [00:08<00:00,    7.69it/s]
+ 93%|█████████▎| Repairing epochs : 67/72 [00:09<00:00,    7.12it/s]
 
 
- 94%|█████████▍| Repairing epochs : 68/72 [00:08<00:00,    7.69it/s]
+ 94%|█████████▍| Repairing epochs : 68/72 [00:09<00:00,    7.15it/s]
 
 
- 96%|█████████▌| Repairing epochs : 69/72 [00:09<00:00,    7.69it/s]
+ 96%|█████████▌| Repairing epochs : 69/72 [00:09<00:00,    7.18it/s]
 
 
- 97%|█████████▋| Repairing epochs : 70/72 [00:09<00:00,    7.69it/s]
+ 97%|█████████▋| Repairing epochs : 70/72 [00:09<00:00,    7.21it/s]
 
 
- 99%|█████████▊| Repairing epochs : 71/72 [00:09<00:00,    7.69it/s]
+ 99%|█████████▊| Repairing epochs : 71/72 [00:09<00:00,    7.24it/s]
 
 
-100%|██████████| Repairing epochs : 72/72 [00:09<00:00,    7.70it/s]
-100%|██████████| Repairing epochs : 72/72 [00:09<00:00,    7.63it/s]
+100%|██████████| Repairing epochs : 72/72 [00:09<00:00,    7.26it/s]
+100%|██████████| Repairing epochs : 72/72 [00:09<00:00,    7.25it/s]
 
 
 
@@ -1573,267 +1573,267 @@
 
 
 
- 10%|█         | Fold : 1/10 [00:00<00:01,    5.66it/s]
+ 10%|█         | Fold : 1/10 [00:00<00:01,    5.79it/s]
 
 
 
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+ 30%|███       | Fold : 3/10 [00:00<00:01,    6.45it/s]
 
 
 
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+ 40%|████      | Fold : 4/10 [00:00<00:00,    6.60it/s]
 
 
 
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+ 50%|█████     | Fold : 5/10 [00:00<00:00,    6.67it/s]
 
 
 
- 60%|██████    | Fold : 6/10 [00:00<00:00,    6.47it/s]
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+ 70%|███████   | Fold : 7/10 [00:01<00:00,    6.78it/s]
 
 
 
- 80%|████████  | Fold : 8/10 [00:01<00:00,    6.49it/s]
+ 80%|████████  | Fold : 8/10 [00:01<00:00,    6.77it/s]
 
 
 
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+100%|██████████| Fold : 10/10 [00:01<00:00,    6.76it/s]
 
 
- 67%|██████▋   | n_interp : 2/3 [00:22<00:11,   11.38s/it]
+ 67%|██████▋   | n_interp : 2/3 [00:23<00:11,   11.85s/it]
 
 
   0%|          | Repairing epochs : 0/72 [00:00<?,       ?it/s]
 
 
-  1%|▏         | Repairing epochs : 1/72 [00:00<00:06,   10.53it/s]
+  1%|▏         | Repairing epochs : 1/72 [00:00<00:07,    9.54it/s]
 
 
-  3%|▎         | Repairing epochs : 2/72 [00:00<00:07,    8.84it/s]
+  3%|▎         | Repairing epochs : 2/72 [00:00<00:09,    7.36it/s]
 
 
-  4%|▍         | Repairing epochs : 3/72 [00:00<00:08,    8.43it/s]
+  4%|▍         | Repairing epochs : 3/72 [00:00<00:09,    7.51it/s]
 
 
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+  6%|▌         | Repairing epochs : 4/72 [00:00<00:08,    7.57it/s]
 
 
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+  7%|▋         | Repairing epochs : 5/72 [00:00<00:08,    7.62it/s]
 
 
-  8%|▊         | Repairing epochs : 6/72 [00:00<00:08,    8.02it/s]
+  8%|▊         | Repairing epochs : 6/72 [00:00<00:08,    7.65it/s]
 
 
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+ 10%|▉         | Repairing epochs : 7/72 [00:00<00:08,    7.67it/s]
 
 
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+ 11%|█         | Repairing epochs : 8/72 [00:01<00:08,    7.68it/s]
 
 
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+ 12%|█▎        | Repairing epochs : 9/72 [00:01<00:08,    7.69it/s]
 
 
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+ 14%|█▍        | Repairing epochs : 10/72 [00:01<00:08,    7.72it/s]
 
 
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+ 15%|█▌        | Repairing epochs : 11/72 [00:01<00:07,    7.75it/s]
 
 
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+ 17%|█▋        | Repairing epochs : 12/72 [00:01<00:07,    7.76it/s]
 
 
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+ 18%|█▊        | Repairing epochs : 13/72 [00:01<00:07,    7.75it/s]
 
 
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+ 19%|█▉        | Repairing epochs : 14/72 [00:01<00:07,    7.76it/s]
 
 
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+ 21%|██        | Repairing epochs : 15/72 [00:01<00:07,    7.78it/s]
 
 
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+ 22%|██▏       | Repairing epochs : 16/72 [00:02<00:07,    7.80it/s]
 
 
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+ 24%|██▎       | Repairing epochs : 17/72 [00:02<00:07,    7.80it/s]
 
 
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- 26%|██▋       | Repairing epochs : 19/72 [00:02<00:06,    7.79it/s]
+ 26%|██▋       | Repairing epochs : 19/72 [00:02<00:06,    7.80it/s]
 
 
- 28%|██▊       | Repairing epochs : 20/72 [00:02<00:06,    7.79it/s]
+ 28%|██▊       | Repairing epochs : 20/72 [00:02<00:06,    7.82it/s]
 
 
- 29%|██▉       | Repairing epochs : 21/72 [00:02<00:06,    7.80it/s]
+ 29%|██▉       | Repairing epochs : 21/72 [00:02<00:06,    7.83it/s]
 
 
- 31%|███       | Repairing epochs : 22/72 [00:02<00:06,    7.80it/s]
+ 31%|███       | Repairing epochs : 22/72 [00:02<00:06,    7.78it/s]
 
 
- 32%|███▏      | Repairing epochs : 23/72 [00:02<00:06,    7.80it/s]
+ 32%|███▏      | Repairing epochs : 23/72 [00:03<00:06,    7.58it/s]
 
 
- 33%|███▎      | Repairing epochs : 24/72 [00:03<00:06,    7.79it/s]
+ 33%|███▎      | Repairing epochs : 24/72 [00:03<00:06,    7.60it/s]
 
 
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+ 35%|███▍      | Repairing epochs : 25/72 [00:03<00:06,    7.62it/s]
 
 
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+ 36%|███▌      | Repairing epochs : 26/72 [00:03<00:06,    7.62it/s]
 
 
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+ 38%|███▊      | Repairing epochs : 27/72 [00:03<00:05,    7.62it/s]
 
 
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+ 51%|█████▏    | Repairing epochs : 37/72 [00:04<00:04,    7.65it/s]
 
 
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+ 61%|██████    | Repairing epochs : 44/72 [00:05<00:03,    7.53it/s]
 
 
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+ 64%|██████▍   | Repairing epochs : 46/72 [00:06<00:03,    7.56it/s]
 
 
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+ 65%|██████▌   | Repairing epochs : 47/72 [00:06<00:03,    7.58it/s]
 
 
- 67%|██████▋   | Repairing epochs : 48/72 [00:06<00:03,    7.48it/s]
+ 67%|██████▋   | Repairing epochs : 48/72 [00:06<00:03,    7.60it/s]
 
 
- 68%|██████▊   | Repairing epochs : 49/72 [00:06<00:03,    7.50it/s]
+ 68%|██████▊   | Repairing epochs : 49/72 [00:06<00:03,    7.62it/s]
 
 
- 69%|██████▉   | Repairing epochs : 50/72 [00:06<00:02,    7.51it/s]
+ 69%|██████▉   | Repairing epochs : 50/72 [00:06<00:02,    7.63it/s]
 
 
- 71%|███████   | Repairing epochs : 51/72 [00:06<00:02,    7.51it/s]
+ 71%|███████   | Repairing epochs : 51/72 [00:06<00:02,    7.64it/s]
 
 
- 72%|███████▏  | Repairing epochs : 52/72 [00:06<00:02,    7.53it/s]
+ 72%|███████▏  | Repairing epochs : 52/72 [00:06<00:02,    7.66it/s]
 
 
- 74%|███████▎  | Repairing epochs : 53/72 [00:06<00:02,    7.54it/s]
+ 74%|███████▎  | Repairing epochs : 53/72 [00:06<00:02,    7.67it/s]
 
 
- 75%|███████▌  | Repairing epochs : 54/72 [00:07<00:02,    7.56it/s]
+ 75%|███████▌  | Repairing epochs : 54/72 [00:07<00:02,    7.69it/s]
 
 
- 76%|███████▋  | Repairing epochs : 55/72 [00:07<00:02,    7.56it/s]
+ 76%|███████▋  | Repairing epochs : 55/72 [00:07<00:02,    7.69it/s]
 
 
- 78%|███████▊  | Repairing epochs : 56/72 [00:07<00:02,    7.57it/s]
+ 78%|███████▊  | Repairing epochs : 56/72 [00:07<00:02,    7.70it/s]
 
 
- 79%|███████▉  | Repairing epochs : 57/72 [00:07<00:01,    7.57it/s]
+ 79%|███████▉  | Repairing epochs : 57/72 [00:07<00:01,    7.70it/s]
 
 
- 81%|████████  | Repairing epochs : 58/72 [00:07<00:01,    7.58it/s]
+ 81%|████████  | Repairing epochs : 58/72 [00:07<00:01,    7.72it/s]
 
 
- 82%|████████▏ | Repairing epochs : 59/72 [00:07<00:01,    7.59it/s]
+ 82%|████████▏ | Repairing epochs : 59/72 [00:07<00:01,    7.72it/s]
 
 
- 83%|████████▎ | Repairing epochs : 60/72 [00:07<00:01,    7.61it/s]
+ 83%|████████▎ | Repairing epochs : 60/72 [00:07<00:01,    7.73it/s]
 
 
- 85%|████████▍ | Repairing epochs : 61/72 [00:08<00:01,    7.62it/s]
+ 85%|████████▍ | Repairing epochs : 61/72 [00:07<00:01,    7.73it/s]
 
 
- 86%|████████▌ | Repairing epochs : 62/72 [00:08<00:01,    7.63it/s]
+ 86%|████████▌ | Repairing epochs : 62/72 [00:08<00:01,    7.74it/s]
 
 
- 88%|████████▊ | Repairing epochs : 63/72 [00:08<00:01,    7.64it/s]
+ 88%|████████▊ | Repairing epochs : 63/72 [00:08<00:01,    7.74it/s]
 
 
- 89%|████████▉ | Repairing epochs : 64/72 [00:08<00:01,    7.66it/s]
+ 89%|████████▉ | Repairing epochs : 64/72 [00:08<00:01,    7.75it/s]
 
 
- 90%|█████████ | Repairing epochs : 65/72 [00:08<00:00,    7.68it/s]
+ 90%|█████████ | Repairing epochs : 65/72 [00:08<00:00,    7.77it/s]
 
 
- 92%|█████████▏| Repairing epochs : 66/72 [00:08<00:00,    7.68it/s]
+ 92%|█████████▏| Repairing epochs : 66/72 [00:08<00:00,    7.77it/s]
 
 
- 93%|█████████▎| Repairing epochs : 67/72 [00:08<00:00,    7.68it/s]
+ 93%|█████████▎| Repairing epochs : 67/72 [00:08<00:00,    7.77it/s]
 
 
- 94%|█████████▍| Repairing epochs : 68/72 [00:08<00:00,    7.50it/s]
+ 94%|█████████▍| Repairing epochs : 68/72 [00:08<00:00,    7.62it/s]
 
 
- 96%|█████████▌| Repairing epochs : 69/72 [00:09<00:00,    7.47it/s]
+ 96%|█████████▌| Repairing epochs : 69/72 [00:09<00:00,    7.63it/s]
 
 
- 97%|█████████▋| Repairing epochs : 70/72 [00:09<00:00,    7.36it/s]
+ 97%|█████████▋| Repairing epochs : 70/72 [00:09<00:00,    7.65it/s]
 
 
- 99%|█████████▊| Repairing epochs : 71/72 [00:09<00:00,    7.27it/s]
+ 99%|█████████▊| Repairing epochs : 71/72 [00:09<00:00,    7.66it/s]
 
 
-100%|██████████| Repairing epochs : 72/72 [00:09<00:00,    7.29it/s]
-100%|██████████| Repairing epochs : 72/72 [00:09<00:00,    7.51it/s]
+100%|██████████| Repairing epochs : 72/72 [00:09<00:00,    7.66it/s]
+100%|██████████| Repairing epochs : 72/72 [00:09<00:00,    7.67it/s]
 
 
 
@@ -1842,48 +1842,48 @@
 
 
 
- 10%|█         | Fold : 1/10 [00:00<00:01,    5.99it/s]
+ 10%|█         | Fold : 1/10 [00:00<00:01,    6.21it/s]
 
 
 
- 20%|██        | Fold : 2/10 [00:00<00:01,    6.33it/s]
+ 20%|██        | Fold : 2/10 [00:00<00:01,    6.72it/s]
 
 
 
- 30%|███       | Fold : 3/10 [00:00<00:01,    6.54it/s]
+ 30%|███       | Fold : 3/10 [00:00<00:00,    7.04it/s]
 
 
 
- 40%|████      | Fold : 4/10 [00:00<00:00,    6.72it/s]
+ 40%|████      | Fold : 4/10 [00:00<00:00,    7.23it/s]
 
 
 
- 50%|█████     | Fold : 5/10 [00:00<00:00,    6.82it/s]
+ 50%|█████     | Fold : 5/10 [00:00<00:00,    7.30it/s]
 
 
 
- 60%|██████    | Fold : 6/10 [00:00<00:00,    6.92it/s]
+ 60%|██████    | Fold : 6/10 [00:00<00:00,    7.34it/s]
 
 
 
- 70%|███████   | Fold : 7/10 [00:01<00:00,    6.95it/s]
+ 70%|███████   | Fold : 7/10 [00:00<00:00,    7.37it/s]
 
 
 
- 80%|████████  | Fold : 8/10 [00:01<00:00,    6.98it/s]
+ 80%|████████  | Fold : 8/10 [00:01<00:00,    7.40it/s]
 
 
 
- 90%|█████████ | Fold : 9/10 [00:01<00:00,    7.02it/s]
+ 90%|█████████ | Fold : 9/10 [00:01<00:00,    7.45it/s]
 
 
 
-100%|██████████| Fold : 10/10 [00:01<00:00,    7.06it/s]
-100%|██████████| Fold : 10/10 [00:01<00:00,    7.01it/s]
+100%|██████████| Fold : 10/10 [00:01<00:00,    7.47it/s]
+100%|██████████| Fold : 10/10 [00:01<00:00,    7.43it/s]
 
 
-100%|██████████| n_interp : 3/3 [00:33<00:00,   11.27s/it]
-100%|██████████| n_interp : 3/3 [00:33<00:00,   11.28s/it]
+100%|██████████| n_interp : 3/3 [00:34<00:00,   11.48s/it]
+100%|██████████| n_interp : 3/3 [00:34<00:00,   11.50s/it]
 
 
 
@@ -1895,221 +1895,221 @@
   0%|          | Repairing epochs : 0/72 [00:00<?,       ?it/s]
 
 
-  1%|▏         | Repairing epochs : 1/72 [00:00<00:07,   10.03it/s]
+  1%|▏         | Repairing epochs : 1/72 [00:00<00:08,    8.79it/s]
 
 
-  3%|▎         | Repairing epochs : 2/72 [00:00<00:08,    8.73it/s]
+  3%|▎         | Repairing epochs : 2/72 [00:00<00:09,    7.18it/s]
 
 
-  4%|▍         | Repairing epochs : 3/72 [00:00<00:08,    8.33it/s]
+  4%|▍         | Repairing epochs : 3/72 [00:00<00:09,    7.38it/s]
 
 
-  6%|▌         | Repairing epochs : 4/72 [00:00<00:08,    8.16it/s]
+  6%|▌         | Repairing epochs : 4/72 [00:00<00:09,    7.48it/s]
 
 
-  7%|▋         | Repairing epochs : 5/72 [00:00<00:08,    8.05it/s]
+  7%|▋         | Repairing epochs : 5/72 [00:00<00:08,    7.53it/s]
 
 
-  8%|▊         | Repairing epochs : 6/72 [00:00<00:08,    8.01it/s]
+  8%|▊         | Repairing epochs : 6/72 [00:00<00:08,    7.58it/s]
 
 
- 10%|▉         | Repairing epochs : 7/72 [00:00<00:08,    7.95it/s]
+ 10%|▉         | Repairing epochs : 7/72 [00:00<00:08,    7.62it/s]
 
 
- 11%|█         | Repairing epochs : 8/72 [00:01<00:08,    7.91it/s]
+ 11%|█         | Repairing epochs : 8/72 [00:01<00:08,    7.65it/s]
 
 
- 12%|█▎        | Repairing epochs : 9/72 [00:01<00:08,    7.87it/s]
+ 12%|█▎        | Repairing epochs : 9/72 [00:01<00:08,    7.67it/s]
 
 
- 14%|█▍        | Repairing epochs : 10/72 [00:01<00:07,    7.85it/s]
+ 14%|█▍        | Repairing epochs : 10/72 [00:01<00:08,    7.69it/s]
 
 
- 15%|█▌        | Repairing epochs : 11/72 [00:01<00:07,    7.83it/s]
+ 15%|█▌        | Repairing epochs : 11/72 [00:01<00:07,    7.70it/s]
 
 
- 17%|█▋        | Repairing epochs : 12/72 [00:01<00:07,    7.81it/s]
+ 17%|█▋        | Repairing epochs : 12/72 [00:01<00:07,    7.71it/s]
 
 
- 18%|█▊        | Repairing epochs : 13/72 [00:01<00:07,    7.80it/s]
+ 18%|█▊        | Repairing epochs : 13/72 [00:01<00:07,    7.72it/s]
 
 
- 19%|█▉        | Repairing epochs : 14/72 [00:01<00:07,    7.77it/s]
+ 19%|█▉        | Repairing epochs : 14/72 [00:01<00:07,    7.72it/s]
 
 
- 21%|██        | Repairing epochs : 15/72 [00:01<00:07,    7.75it/s]
+ 21%|██        | Repairing epochs : 15/72 [00:01<00:07,    7.73it/s]
 
 
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- 24%|██▎       | Repairing epochs : 17/72 [00:02<00:07,    7.72it/s]
+ 24%|██▎       | Repairing epochs : 17/72 [00:02<00:07,    7.74it/s]
 
 
- 25%|██▌       | Repairing epochs : 18/72 [00:02<00:07,    7.70it/s]
+ 25%|██▌       | Repairing epochs : 18/72 [00:02<00:06,    7.75it/s]
 
 
- 26%|██▋       | Repairing epochs : 19/72 [00:02<00:06,    7.68it/s]
+ 26%|██▋       | Repairing epochs : 19/72 [00:02<00:06,    7.75it/s]
 
 
- 28%|██▊       | Repairing epochs : 20/72 [00:02<00:06,    7.68it/s]
+ 28%|██▊       | Repairing epochs : 20/72 [00:02<00:06,    7.75it/s]
 
 
- 29%|██▉       | Repairing epochs : 21/72 [00:02<00:06,    7.68it/s]
+ 29%|██▉       | Repairing epochs : 21/72 [00:02<00:06,    7.76it/s]
 
 
- 31%|███       | Repairing epochs : 22/72 [00:02<00:06,    7.68it/s]
+ 31%|███       | Repairing epochs : 22/72 [00:02<00:06,    7.76it/s]
 
 
- 32%|███▏      | Repairing epochs : 23/72 [00:02<00:06,    7.68it/s]
+ 32%|███▏      | Repairing epochs : 23/72 [00:02<00:06,    7.75it/s]
 
 
- 33%|███▎      | Repairing epochs : 24/72 [00:03<00:06,    7.68it/s]
+ 33%|███▎      | Repairing epochs : 24/72 [00:03<00:06,    7.75it/s]
 
 
- 35%|███▍      | Repairing epochs : 25/72 [00:03<00:06,    7.69it/s]
+ 35%|███▍      | Repairing epochs : 25/72 [00:03<00:06,    7.76it/s]
 
 
- 36%|███▌      | Repairing epochs : 26/72 [00:03<00:05,    7.68it/s]
+ 36%|███▌      | Repairing epochs : 26/72 [00:03<00:05,    7.76it/s]
 
 
- 38%|███▊      | Repairing epochs : 27/72 [00:03<00:05,    7.69it/s]
+ 38%|███▊      | Repairing epochs : 27/72 [00:03<00:05,    7.76it/s]
 
 
- 39%|███▉      | Repairing epochs : 28/72 [00:03<00:05,    7.69it/s]
+ 39%|███▉      | Repairing epochs : 28/72 [00:03<00:05,    7.76it/s]
 
 
- 40%|████      | Repairing epochs : 29/72 [00:03<00:05,    7.69it/s]
+ 40%|████      | Repairing epochs : 29/72 [00:03<00:05,    7.76it/s]
 
 
- 42%|████▏     | Repairing epochs : 30/72 [00:03<00:05,    7.69it/s]
+ 42%|████▏     | Repairing epochs : 30/72 [00:03<00:05,    7.76it/s]
 
 
- 43%|████▎     | Repairing epochs : 31/72 [00:04<00:05,    7.69it/s]
+ 43%|████▎     | Repairing epochs : 31/72 [00:04<00:05,    7.76it/s]
 
 
- 44%|████▍     | Repairing epochs : 32/72 [00:04<00:05,    7.70it/s]
+ 44%|████▍     | Repairing epochs : 32/72 [00:04<00:05,    7.77it/s]
 
 
- 46%|████▌     | Repairing epochs : 33/72 [00:04<00:05,    7.70it/s]
+ 46%|████▌     | Repairing epochs : 33/72 [00:04<00:05,    7.77it/s]
 
 
- 47%|████▋     | Repairing epochs : 34/72 [00:04<00:04,    7.70it/s]
+ 47%|████▋     | Repairing epochs : 34/72 [00:04<00:04,    7.77it/s]
 
 
- 49%|████▊     | Repairing epochs : 35/72 [00:04<00:04,    7.70it/s]
+ 49%|████▊     | Repairing epochs : 35/72 [00:04<00:04,    7.77it/s]
 
 
- 50%|█████     | Repairing epochs : 36/72 [00:04<00:04,    7.70it/s]
+ 50%|█████     | Repairing epochs : 36/72 [00:04<00:04,    7.77it/s]
 
 
- 51%|█████▏    | Repairing epochs : 37/72 [00:04<00:04,    7.70it/s]
+ 51%|█████▏    | Repairing epochs : 37/72 [00:04<00:04,    7.77it/s]
 
 
- 53%|█████▎    | Repairing epochs : 38/72 [00:04<00:04,    7.71it/s]
+ 53%|█████▎    | Repairing epochs : 38/72 [00:04<00:04,    7.77it/s]
 
 
- 54%|█████▍    | Repairing epochs : 39/72 [00:05<00:04,    7.70it/s]
+ 54%|█████▍    | Repairing epochs : 39/72 [00:05<00:04,    7.77it/s]
 
 
- 56%|█████▌    | Repairing epochs : 40/72 [00:05<00:04,    7.70it/s]
+ 56%|█████▌    | Repairing epochs : 40/72 [00:05<00:04,    7.77it/s]
 
 
- 57%|█████▋    | Repairing epochs : 41/72 [00:05<00:04,    7.69it/s]
+ 57%|█████▋    | Repairing epochs : 41/72 [00:05<00:03,    7.77it/s]
 
 
- 58%|█████▊    | Repairing epochs : 42/72 [00:05<00:03,    7.69it/s]
+ 58%|█████▊    | Repairing epochs : 42/72 [00:05<00:03,    7.77it/s]
 
 
- 60%|█████▉    | Repairing epochs : 43/72 [00:05<00:03,    7.69it/s]
+ 60%|█████▉    | Repairing epochs : 43/72 [00:05<00:03,    7.77it/s]
 
 
- 61%|██████    | Repairing epochs : 44/72 [00:05<00:03,    7.69it/s]
+ 61%|██████    | Repairing epochs : 44/72 [00:05<00:03,    7.77it/s]
 
 
- 62%|██████▎   | Repairing epochs : 45/72 [00:05<00:03,    7.69it/s]
+ 62%|██████▎   | Repairing epochs : 45/72 [00:05<00:03,    7.77it/s]
 
 
- 64%|██████▍   | Repairing epochs : 46/72 [00:05<00:03,    7.69it/s]
+ 64%|██████▍   | Repairing epochs : 46/72 [00:05<00:03,    7.67it/s]
 
 
- 65%|██████▌   | Repairing epochs : 47/72 [00:06<00:03,    7.69it/s]
+ 65%|██████▌   | Repairing epochs : 47/72 [00:06<00:03,    7.68it/s]
 
 
- 67%|██████▋   | Repairing epochs : 48/72 [00:06<00:03,    7.69it/s]
+ 67%|██████▋   | Repairing epochs : 48/72 [00:06<00:03,    7.68it/s]
 
 
- 68%|██████▊   | Repairing epochs : 49/72 [00:06<00:02,    7.68it/s]
+ 68%|██████▊   | Repairing epochs : 49/72 [00:06<00:02,    7.69it/s]
 
 
  69%|██████▉   | Repairing epochs : 50/72 [00:06<00:02,    7.69it/s]
 
 
- 71%|███████   | Repairing epochs : 51/72 [00:06<00:02,    7.68it/s]
+ 71%|███████   | Repairing epochs : 51/72 [00:06<00:02,    7.70it/s]
 
 
- 72%|███████▏  | Repairing epochs : 52/72 [00:06<00:02,    7.68it/s]
+ 72%|███████▏  | Repairing epochs : 52/72 [00:06<00:02,    7.70it/s]
 
 
- 74%|███████▎  | Repairing epochs : 53/72 [00:06<00:02,    7.68it/s]
+ 74%|███████▎  | Repairing epochs : 53/72 [00:06<00:02,    7.70it/s]
 
 
- 75%|███████▌  | Repairing epochs : 54/72 [00:07<00:02,    7.68it/s]
+ 75%|███████▌  | Repairing epochs : 54/72 [00:06<00:02,    7.70it/s]
 
 
- 76%|███████▋  | Repairing epochs : 55/72 [00:07<00:02,    7.68it/s]
+ 76%|███████▋  | Repairing epochs : 55/72 [00:07<00:02,    7.71it/s]
 
 
- 78%|███████▊  | Repairing epochs : 56/72 [00:07<00:02,    7.68it/s]
+ 78%|███████▊  | Repairing epochs : 56/72 [00:07<00:02,    7.71it/s]
 
 
- 79%|███████▉  | Repairing epochs : 57/72 [00:07<00:01,    7.68it/s]
+ 79%|███████▉  | Repairing epochs : 57/72 [00:07<00:01,    7.71it/s]
 
 
- 81%|████████  | Repairing epochs : 58/72 [00:07<00:01,    7.67it/s]
+ 81%|████████  | Repairing epochs : 58/72 [00:07<00:01,    7.71it/s]
 
 
- 82%|████████▏ | Repairing epochs : 59/72 [00:07<00:01,    7.67it/s]
+ 82%|████████▏ | Repairing epochs : 59/72 [00:07<00:01,    7.71it/s]
 
 
- 83%|████████▎ | Repairing epochs : 60/72 [00:07<00:01,    7.67it/s]
+ 83%|████████▎ | Repairing epochs : 60/72 [00:07<00:01,    7.72it/s]
 
 
- 85%|████████▍ | Repairing epochs : 61/72 [00:07<00:01,    7.67it/s]
+ 85%|████████▍ | Repairing epochs : 61/72 [00:07<00:01,    7.72it/s]
 
 
- 86%|████████▌ | Repairing epochs : 62/72 [00:08<00:01,    7.67it/s]
+ 86%|████████▌ | Repairing epochs : 62/72 [00:08<00:01,    7.72it/s]
 
 
- 88%|████████▊ | Repairing epochs : 63/72 [00:08<00:01,    7.68it/s]
+ 88%|████████▊ | Repairing epochs : 63/72 [00:08<00:01,    7.72it/s]
 
 
- 89%|████████▉ | Repairing epochs : 64/72 [00:08<00:01,    7.67it/s]
+ 89%|████████▉ | Repairing epochs : 64/72 [00:08<00:01,    7.72it/s]
 
 
- 90%|█████████ | Repairing epochs : 65/72 [00:08<00:00,    7.67it/s]
+ 90%|█████████ | Repairing epochs : 65/72 [00:08<00:00,    7.72it/s]
 
 
- 92%|█████████▏| Repairing epochs : 66/72 [00:08<00:00,    7.67it/s]
+ 92%|█████████▏| Repairing epochs : 66/72 [00:08<00:00,    7.72it/s]
 
 
- 93%|█████████▎| Repairing epochs : 67/72 [00:08<00:00,    7.68it/s]
+ 93%|█████████▎| Repairing epochs : 67/72 [00:08<00:00,    7.72it/s]
 
 
- 94%|█████████▍| Repairing epochs : 68/72 [00:08<00:00,    7.68it/s]
+ 94%|█████████▍| Repairing epochs : 68/72 [00:08<00:00,    7.72it/s]
 
 
- 96%|█████████▌| Repairing epochs : 69/72 [00:08<00:00,    7.68it/s]
+ 96%|█████████▌| Repairing epochs : 69/72 [00:08<00:00,    7.72it/s]
 
 
- 97%|█████████▋| Repairing epochs : 70/72 [00:09<00:00,    7.69it/s]
+ 97%|█████████▋| Repairing epochs : 70/72 [00:09<00:00,    7.72it/s]
 
 
- 99%|█████████▊| Repairing epochs : 71/72 [00:09<00:00,    7.69it/s]
+ 99%|█████████▊| Repairing epochs : 71/72 [00:09<00:00,    7.72it/s]
 
 
-100%|██████████| Repairing epochs : 72/72 [00:09<00:00,    7.69it/s]
-100%|██████████| Repairing epochs : 72/72 [00:09<00:00,    7.70it/s]
+100%|██████████| Repairing epochs : 72/72 [00:09<00:00,    7.73it/s]
+100%|██████████| Repairing epochs : 72/72 [00:09<00:00,    7.73it/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 @@
 plot auto repair
<Figure size 1200x600 with 1 Axes>
 

 

-
Total running time of the script: (1 minutes 31.463 seconds)

+
Total running time of the script: (1 minutes 32.597 seconds)

 

 

-plot channel thresholds
Total running time of the script: (0 minutes 12.576 seconds)

+plot channel thresholds
Total running time of the script: (0 minutes 12.770 seconds)

 

 

-
Total running time of the script: (0 minutes 3.392 seconds)

+
Total running time of the script: (0 minutes 3.274 seconds)

 

 

-plot global reject
Total running time of the script: (0 minutes 1.995 seconds)

+plot global reject
Total running time of the script: (0 minutes 1.985 seconds)
-

Total running time of the script: (1 minutes 53.874 seconds)

+

Total running time of the script: (1 minutes 53.207 seconds)