diff --git a/dev/.buildinfo b/dev/.buildinfo
index fed5c5a9..16785bae 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: 84546a27ec46fea79a2783edfa7f57e9
+config: a0b409a721370b5aa68b28a9ba2186f7
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/dev/_downloads/8a1f3890265863e8cdb95832268fee43/examples_python.zip b/dev/_downloads/8a1f3890265863e8cdb95832268fee43/examples_python.zip
index 8c329e5c..1cbf18bd 100644
Binary files a/dev/_downloads/8a1f3890265863e8cdb95832268fee43/examples_python.zip and b/dev/_downloads/8a1f3890265863e8cdb95832268fee43/examples_python.zip differ
diff --git a/dev/_downloads/9c06ca52e4d0486aed1c632c3fc7ff1b/examples_jupyter.zip b/dev/_downloads/9c06ca52e4d0486aed1c632c3fc7ff1b/examples_jupyter.zip
index fc049cd6..1f4b709e 100644
Binary files a/dev/_downloads/9c06ca52e4d0486aed1c632c3fc7ff1b/examples_jupyter.zip and b/dev/_downloads/9c06ca52e4d0486aed1c632c3fc7ff1b/examples_jupyter.zip differ
diff --git a/dev/api.html b/dev/api.html
index f1a519b8..9146f359 100644
--- a/dev/api.html
+++ b/dev/api.html
@@ -608,7 +608,7 @@ <h2>Annotating Components<a class="headerlink" href="#annotating-components" tit
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2021-2023, MNE Developers. Last updated on 2023-07-31.
+      © Copyright 2021-2023, MNE Developers. Last updated on 2023-08-01.
       <br/>
     
   </p>
diff --git a/dev/bibliography.html b/dev/bibliography.html
index 86ed4a56..bffbf012 100644
--- a/dev/bibliography.html
+++ b/dev/bibliography.html
@@ -464,7 +464,7 @@
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2021-2023, MNE Developers. Last updated on 2023-07-31.
+      © Copyright 2021-2023, MNE Developers. Last updated on 2023-08-01.
       <br/>
     
   </p>
diff --git a/dev/generated/examples/00_iclabel.html b/dev/generated/examples/00_iclabel.html
index 445523b4..e1c71353 100644
--- a/dev/generated/examples/00_iclabel.html
+++ b/dev/generated/examples/00_iclabel.html
@@ -479,480 +479,283 @@
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- 72%|██████████████████████████▌          | 1.19G/1.65G [00:51&lt;00:58, 7.95MB/s]
- 72%|██████████████████████████▌          | 1.19G/1.65G [00:51&lt;01:00, 7.74MB/s]
- 72%|██████████████████████████▌          | 1.19G/1.65G [00:52&lt;00:56, 8.17MB/s]
- 72%|██████████████████████████▌          | 1.19G/1.65G [00:52&lt;00:55, 8.40MB/s]
- 72%|██████████████████████████▋          | 1.19G/1.65G [00:52&lt;00:55, 8.27MB/s]
- 72%|██████████████████████████▋          | 1.19G/1.65G [00:52&lt;00:57, 8.04MB/s]
- 72%|██████████████████████████▋          | 1.19G/1.65G [00:52&lt;00:54, 8.42MB/s]
- 72%|██████████████████████████▋          | 1.19G/1.65G [00:52&lt;00:52, 8.78MB/s]
- 72%|██████████████████████████▋          | 1.19G/1.65G [00:52&lt;00:52, 8.77MB/s]
- 72%|██████████████████████████▋          | 1.19G/1.65G [00:52&lt;00:55, 8.22MB/s]
- 72%|██████████████████████████▊          | 1.20G/1.65G [00:52&lt;00:56, 8.06MB/s]
- 72%|██████████████████████████▊          | 1.20G/1.65G [00:53&lt;00:55, 8.25MB/s]
- 72%|██████████████████████████▊          | 1.20G/1.65G [00:53&lt;00:53, 8.53MB/s]
- 73%|██████████████████████████▊          | 1.20G/1.65G [00:53&lt;00:48, 9.33MB/s]
- 73%|██████████████████████████▊          | 1.20G/1.65G [00:53&lt;00:48, 9.36MB/s]
- 73%|██████████████████████████▉          | 1.20G/1.65G [00:53&lt;00:46, 9.77MB/s]
- 73%|██████████████████████████▉          | 1.20G/1.65G [00:53&lt;00:43, 10.3MB/s]
- 73%|██████████████████████████▉          | 1.20G/1.65G [00:53&lt;00:41, 10.7MB/s]
- 73%|██████████████████████████▉          | 1.20G/1.65G [00:53&lt;00:41, 10.8MB/s]
- 73%|███████████████████████████          | 1.21G/1.65G [00:53&lt;00:29, 14.9MB/s]
- 73%|███████████████████████████          | 1.21G/1.65G [00:54&lt;00:20, 21.8MB/s]
- 73%|███████████████████████████▏         | 1.21G/1.65G [00:54&lt;00:23, 18.7MB/s]
- 74%|███████████████████████████▏         | 1.22G/1.65G [00:54&lt;00:31, 14.0MB/s]
- 74%|███████████████████████████▏         | 1.22G/1.65G [00:54&lt;00:32, 13.5MB/s]
- 74%|███████████████████████████▎         | 1.22G/1.65G [00:54&lt;00:21, 20.3MB/s]
- 74%|███████████████████████████▍         | 1.22G/1.65G [00:54&lt;00:25, 16.9MB/s]
- 74%|███████████████████████████▍         | 1.23G/1.65G [00:55&lt;00:28, 15.1MB/s]
- 74%|███████████████████████████▌         | 1.23G/1.65G [00:55&lt;00:22, 18.6MB/s]
- 75%|███████████████████████████▌         | 1.23G/1.65G [00:55&lt;00:17, 24.5MB/s]
- 75%|███████████████████████████▋         | 1.24G/1.65G [00:55&lt;00:14, 28.5MB/s]
- 75%|███████████████████████████▊         | 1.24G/1.65G [00:55&lt;00:18, 22.3MB/s]
- 75%|███████████████████████████▉         | 1.25G/1.65G [00:55&lt;00:14, 28.5MB/s]
- 76%|████████████████████████████         | 1.25G/1.65G [00:55&lt;00:11, 35.6MB/s]
- 76%|████████████████████████████         | 1.26G/1.65G [00:56&lt;00:15, 25.6MB/s]
- 76%|████████████████████████████▏        | 1.26G/1.65G [00:56&lt;00:16, 23.8MB/s]
- 76%|████████████████████████████▎        | 1.26G/1.65G [00:56&lt;00:15, 24.9MB/s]
- 77%|████████████████████████████▎        | 1.27G/1.65G [00:56&lt;00:14, 26.8MB/s]
- 77%|████████████████████████████▍        | 1.27G/1.65G [00:56&lt;00:20, 18.6MB/s]
- 77%|████████████████████████████▍        | 1.27G/1.65G [00:56&lt;00:23, 16.5MB/s]
- 77%|████████████████████████████▌        | 1.27G/1.65G [00:57&lt;00:22, 17.1MB/s]
- 77%|████████████████████████████▌        | 1.28G/1.65G [00:57&lt;00:15, 23.9MB/s]
- 78%|████████████████████████████▊        | 1.28G/1.65G [00:57&lt;00:11, 32.4MB/s]
- 78%|████████████████████████████▉        | 1.29G/1.65G [00:57&lt;00:08, 41.9MB/s]
- 78%|█████████████████████████████        | 1.30G/1.65G [00:57&lt;00:14, 25.2MB/s]
- 79%|█████████████████████████████        | 1.30G/1.65G [00:58&lt;00:22, 15.5MB/s]
- 79%|█████████████████████████████▏       | 1.30G/1.65G [00:58&lt;00:28, 12.4MB/s]
- 79%|█████████████████████████████▏       | 1.31G/1.65G [00:58&lt;00:29, 11.8MB/s]
- 79%|█████████████████████████████▎       | 1.31G/1.65G [00:59&lt;00:29, 11.6MB/s]
- 79%|█████████████████████████████▎       | 1.31G/1.65G [00:59&lt;00:30, 11.5MB/s]
- 79%|█████████████████████████████▍       | 1.31G/1.65G [00:59&lt;00:19, 17.8MB/s]
- 80%|█████████████████████████████▌       | 1.32G/1.65G [00:59&lt;00:13, 25.2MB/s]
- 80%|█████████████████████████████▋       | 1.33G/1.65G [00:59&lt;00:10, 32.2MB/s]
- 81%|█████████████████████████████▊       | 1.33G/1.65G [00:59&lt;00:08, 38.7MB/s]
- 81%|█████████████████████████████▉       | 1.34G/1.65G [00:59&lt;00:07, 42.6MB/s]
- 81%|██████████████████████████████       | 1.34G/1.65G [00:59&lt;00:06, 47.4MB/s]
- 82%|██████████████████████████████▏      | 1.35G/1.65G [00:59&lt;00:05, 51.1MB/s]
- 82%|██████████████████████████████▎      | 1.35G/1.65G [01:00&lt;00:05, 50.9MB/s]
- 82%|██████████████████████████████▍      | 1.36G/1.65G [01:00&lt;00:09, 31.9MB/s]
- 83%|██████████████████████████████▌      | 1.36G/1.65G [01:00&lt;00:08, 35.4MB/s]
- 83%|██████████████████████████████▋      | 1.37G/1.65G [01:00&lt;00:07, 37.8MB/s]
- 83%|██████████████████████████████▊      | 1.38G/1.65G [01:00&lt;00:06, 42.6MB/s]
- 84%|██████████████████████████████▉      | 1.38G/1.65G [01:00&lt;00:05, 45.9MB/s]
- 84%|███████████████████████████████      | 1.39G/1.65G [01:00&lt;00:05, 47.6MB/s]
- 84%|███████████████████████████████▏     | 1.39G/1.65G [01:00&lt;00:04, 52.6MB/s]
- 85%|███████████████████████████████▎     | 1.40G/1.65G [01:01&lt;00:04, 57.2MB/s]
- 85%|███████████████████████████████▍     | 1.41G/1.65G [01:01&lt;00:04, 61.1MB/s]
- 86%|███████████████████████████████▋     | 1.41G/1.65G [01:01&lt;00:03, 64.1MB/s]
- 86%|███████████████████████████████▊     | 1.42G/1.65G [01:01&lt;00:03, 66.8MB/s]
- 86%|███████████████████████████████▉     | 1.43G/1.65G [01:01&lt;00:06, 36.0MB/s]
- 87%|████████████████████████████████     | 1.43G/1.65G [01:01&lt;00:05, 36.9MB/s]
- 87%|████████████████████████████████▏    | 1.44G/1.65G [01:01&lt;00:05, 40.8MB/s]
- 87%|████████████████████████████████▎    | 1.44G/1.65G [01:02&lt;00:04, 43.0MB/s]
- 88%|████████████████████████████████▍    | 1.45G/1.65G [01:02&lt;00:04, 46.3MB/s]
- 88%|████████████████████████████████▌    | 1.46G/1.65G [01:02&lt;00:04, 48.9MB/s]
- 88%|████████████████████████████████▋    | 1.46G/1.65G [01:02&lt;00:03, 51.2MB/s]
- 89%|████████████████████████████████▊    | 1.47G/1.65G [01:02&lt;00:03, 53.1MB/s]
- 89%|████████████████████████████████▉    | 1.47G/1.65G [01:02&lt;00:03, 56.5MB/s]
- 90%|█████████████████████████████████▏   | 1.48G/1.65G [01:02&lt;00:02, 60.1MB/s]
- 90%|█████████████████████████████████▎   | 1.49G/1.65G [01:02&lt;00:02, 62.6MB/s]
- 90%|█████████████████████████████████▍   | 1.49G/1.65G [01:03&lt;00:03, 44.9MB/s]
- 91%|█████████████████████████████████▌   | 1.50G/1.65G [01:03&lt;00:03, 48.6MB/s]
- 91%|█████████████████████████████████▋   | 1.51G/1.65G [01:03&lt;00:02, 51.9MB/s]
- 91%|█████████████████████████████████▊   | 1.51G/1.65G [01:03&lt;00:02, 53.6MB/s]
- 92%|█████████████████████████████████▉   | 1.52G/1.65G [01:03&lt;00:02, 55.9MB/s]
- 92%|██████████████████████████████████   | 1.52G/1.65G [01:03&lt;00:02, 58.0MB/s]
- 93%|██████████████████████████████████▎  | 1.53G/1.65G [01:04&lt;00:04, 27.6MB/s]
- 93%|██████████████████████████████████▎  | 1.54G/1.65G [01:04&lt;00:03, 30.9MB/s]
- 93%|██████████████████████████████████▍  | 1.54G/1.65G [01:04&lt;00:03, 33.6MB/s]
- 93%|██████████████████████████████████▌  | 1.54G/1.65G [01:04&lt;00:02, 36.7MB/s]
- 94%|██████████████████████████████████▋  | 1.55G/1.65G [01:04&lt;00:02, 39.6MB/s]
- 94%|██████████████████████████████████▊  | 1.55G/1.65G [01:04&lt;00:03, 26.6MB/s]
- 94%|██████████████████████████████████▉  | 1.56G/1.65G [01:04&lt;00:02, 33.8MB/s]
- 95%|███████████████████████████████████  | 1.57G/1.65G [01:04&lt;00:02, 40.0MB/s]
- 95%|███████████████████████████████████▏ | 1.57G/1.65G [01:05&lt;00:01, 43.8MB/s]
- 95%|███████████████████████████████████▎ | 1.58G/1.65G [01:05&lt;00:01, 43.8MB/s]
- 96%|███████████████████████████████████▍ | 1.58G/1.65G [01:05&lt;00:02, 29.1MB/s]
- 96%|███████████████████████████████████▌ | 1.59G/1.65G [01:05&lt;00:02, 23.1MB/s]
- 96%|███████████████████████████████████▌ | 1.59G/1.65G [01:05&lt;00:02, 25.8MB/s]
- 97%|███████████████████████████████████▋ | 1.60G/1.65G [01:05&lt;00:01, 31.7MB/s]
- 97%|███████████████████████████████████▉ | 1.60G/1.65G [01:06&lt;00:01, 37.4MB/s]
- 97%|████████████████████████████████████ | 1.61G/1.65G [01:06&lt;00:01, 41.9MB/s]
- 98%|████████████████████████████████████ | 1.61G/1.65G [01:06&lt;00:01, 29.8MB/s]
- 98%|████████████████████████████████████▎| 1.62G/1.65G [01:06&lt;00:00, 37.1MB/s]
- 98%|████████████████████████████████████▍| 1.63G/1.65G [01:06&lt;00:00, 43.4MB/s]
- 99%|████████████████████████████████████▌| 1.63G/1.65G [01:06&lt;00:00, 48.5MB/s]
- 99%|████████████████████████████████████▋| 1.64G/1.65G [01:07&lt;00:00, 24.3MB/s]
- 99%|████████████████████████████████████▊| 1.64G/1.65G [01:07&lt;00:00, 28.6MB/s]
-100%|████████████████████████████████████▉| 1.65G/1.65G [01:07&lt;00:00, 33.2MB/s]
+  0%|                                     | 5.54M/1.65G [00:00&lt;00:29, 55.4MB/s]
+  1%|▎                                    | 12.2M/1.65G [00:00&lt;00:26, 61.9MB/s]
+  1%|▍                                    | 19.0M/1.65G [00:00&lt;00:25, 64.7MB/s]
+  2%|▌                                    | 25.5M/1.65G [00:00&lt;00:25, 63.1MB/s]
+  2%|▋                                    | 31.8M/1.65G [00:00&lt;00:26, 61.0MB/s]
+  2%|▊                                    | 38.4M/1.65G [00:00&lt;00:25, 62.8MB/s]
+  3%|█                                    | 45.2M/1.65G [00:00&lt;00:24, 64.6MB/s]
+  3%|█▏                                   | 51.7M/1.65G [00:00&lt;00:25, 62.3MB/s]
+  4%|█▎                                   | 58.0M/1.65G [00:00&lt;00:26, 60.7MB/s]
+  4%|█▍                                   | 64.1M/1.65G [00:01&lt;00:26, 59.9MB/s]
+  4%|█▌                                   | 70.6M/1.65G [00:01&lt;00:25, 61.4MB/s]
+  5%|█▋                                   | 76.7M/1.65G [00:01&lt;00:25, 61.2MB/s]
+  5%|█▊                                   | 82.8M/1.65G [00:01&lt;00:25, 60.9MB/s]
+  5%|█▉                                   | 88.9M/1.65G [00:01&lt;00:27, 56.0MB/s]
+  6%|██                                   | 94.6M/1.65G [00:01&lt;00:29, 53.1MB/s]
+  6%|██▎                                   | 100M/1.65G [00:01&lt;00:30, 51.1MB/s]
+  6%|██▍                                   | 107M/1.65G [00:01&lt;00:27, 56.0MB/s]
+  7%|██▌                                   | 113M/1.65G [00:01&lt;00:27, 56.0MB/s]
+  7%|██▋                                   | 119M/1.65G [00:02&lt;00:26, 58.3MB/s]
+  8%|██▊                                   | 125M/1.65G [00:02&lt;00:26, 58.3MB/s]
+  8%|███                                   | 131M/1.65G [00:02&lt;00:27, 56.2MB/s]
+  8%|███▏                                  | 137M/1.65G [00:02&lt;00:26, 57.0MB/s]
+  9%|███▎                                  | 143M/1.65G [00:02&lt;00:26, 58.0MB/s]
+  9%|███▍                                  | 148M/1.65G [00:02&lt;00:26, 57.6MB/s]
+  9%|███▌                                  | 154M/1.65G [00:02&lt;00:26, 56.6MB/s]
+ 10%|███▋                                  | 160M/1.65G [00:02&lt;00:27, 55.1MB/s]
+ 10%|███▊                                  | 166M/1.65G [00:02&lt;00:26, 56.6MB/s]
+ 10%|███▉                                  | 172M/1.65G [00:02&lt;00:25, 57.6MB/s]
+ 11%|████                                  | 178M/1.65G [00:03&lt;00:25, 58.2MB/s]
+ 11%|████▏                                 | 184M/1.65G [00:03&lt;00:25, 57.4MB/s]
+ 11%|████▎                                 | 190M/1.65G [00:03&lt;00:25, 57.3MB/s]
+ 12%|████▍                                 | 195M/1.65G [00:03&lt;00:25, 56.9MB/s]
+ 12%|████▋                                 | 201M/1.65G [00:03&lt;00:25, 58.0MB/s]
+ 13%|████▊                                 | 207M/1.65G [00:03&lt;00:26, 53.5MB/s]
+ 13%|████▉                                 | 213M/1.65G [00:03&lt;00:29, 48.1MB/s]
+ 13%|█████                                 | 218M/1.65G [00:03&lt;00:33, 43.4MB/s]
+ 13%|█████                                 | 223M/1.65G [00:03&lt;00:31, 45.4MB/s]
+ 14%|█████▏                                | 228M/1.65G [00:04&lt;00:29, 48.0MB/s]
+ 14%|█████▎                                | 233M/1.65G [00:04&lt;00:28, 49.4MB/s]
+ 14%|█████▌                                | 239M/1.65G [00:04&lt;00:27, 52.3MB/s]
+ 15%|█████▋                                | 245M/1.65G [00:04&lt;00:26, 52.2MB/s]
+ 15%|█████▊                                | 250M/1.65G [00:04&lt;00:26, 52.7MB/s]
+ 15%|█████▊                                | 255M/1.65G [00:04&lt;00:26, 52.4MB/s]
+ 16%|█████▉                                | 261M/1.65G [00:04&lt;00:26, 52.7MB/s]
+ 16%|██████                                | 266M/1.65G [00:04&lt;00:26, 52.1MB/s]
+ 16%|██████▏                               | 271M/1.65G [00:04&lt;00:26, 52.6MB/s]
+ 17%|██████▍                               | 278M/1.65G [00:04&lt;00:24, 56.0MB/s]
+ 17%|██████▌                               | 284M/1.65G [00:05&lt;00:23, 57.3MB/s]
+ 18%|██████▋                               | 290M/1.65G [00:05&lt;00:24, 55.2MB/s]
+ 18%|██████▊                               | 295M/1.65G [00:05&lt;00:25, 54.2MB/s]
+ 18%|██████▉                               | 302M/1.65G [00:05&lt;00:23, 57.3MB/s]
+ 19%|███████                               | 308M/1.65G [00:05&lt;00:22, 58.6MB/s]
+ 19%|███████▏                              | 314M/1.65G [00:05&lt;00:23, 57.3MB/s]
+ 19%|███████▎                              | 320M/1.65G [00:05&lt;00:23, 56.3MB/s]
+ 20%|███████▍                              | 325M/1.65G [00:05&lt;00:23, 55.4MB/s]
+ 20%|███████▌                              | 331M/1.65G [00:05&lt;00:24, 53.6MB/s]
+ 20%|███████▋                              | 337M/1.65G [00:06&lt;00:23, 56.3MB/s]
+ 21%|███████▉                              | 343M/1.65G [00:06&lt;00:24, 54.3MB/s]
+ 21%|████████                              | 348M/1.65G [00:06&lt;00:24, 54.2MB/s]
+ 21%|████████▏                             | 354M/1.65G [00:06&lt;00:24, 53.3MB/s]
+ 22%|████████▎                             | 359M/1.65G [00:06&lt;00:24, 52.8MB/s]
+ 22%|████████▎                             | 364M/1.65G [00:06&lt;00:25, 50.0MB/s]
+ 22%|████████▍                             | 369M/1.65G [00:06&lt;00:25, 49.7MB/s]
+ 23%|████████▌                             | 375M/1.65G [00:06&lt;00:24, 51.9MB/s]
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+ 26%|█████████▊                            | 425M/1.65G [00:07&lt;00:23, 53.0MB/s]
+ 26%|█████████▉                            | 430M/1.65G [00:07&lt;00:23, 51.6MB/s]
+ 26%|██████████                            | 436M/1.65G [00:07&lt;00:24, 50.4MB/s]
+ 27%|██████████▏                           | 441M/1.65G [00:08&lt;00:24, 49.9MB/s]
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 Opening raw data file /home/circleci/mne_data/MNE-sample-data/MEG/sample/sample_audvis_raw.fif...
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-      © Copyright 2021-2023, MNE Developers. Last updated on 2023-07-31.
+      © Copyright 2021-2023, MNE Developers. Last updated on 2023-08-01.
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index 9718c053..bc2ad7ee 100644
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index 8f7d071c..b1f2d0a1 100644
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index 4d9e6322..87512f8f 100644
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index ebb8510e..bfa0e45e 100644
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\ No newline at end of file
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diff --git a/dev/whats_new.html b/dev/whats_new.html
index 80083c4f..c268e39b 100644
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+++ b/dev/whats_new.html
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         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2021-2023, MNE Developers. Last updated on 2023-07-31.
+      © Copyright 2021-2023, MNE Developers. Last updated on 2023-08-01.
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diff --git a/dev/whats_new_previous_releases.html b/dev/whats_new_previous_releases.html
index 2483ffa5..ece07c87 100644
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+++ b/dev/whats_new_previous_releases.html
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+      © Copyright 2021-2023, MNE Developers. Last updated on 2023-08-01.
       <br/>
     
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