Repository: sktime/sktime
Pull request #8022 (2025-03-22 15:42:18)

[DOC] improved API reference for `python_dependencies` tag
This PR improves the API reference for the `python_dependencies` tag.

It adds:

* examples with explanation
* information on how to specify logical "or", assumes https://github.com/sktime/sktime/pull/7943 to be merged


Patch:
diff --git a/CONTRIBUTORS.md b/CONTRIBUTORS.md
index 60b4ccd36..5f109dccd 100644
--- a/CONTRIBUTORS.md
+++ b/CONTRIBUTORS.md
@@ -6,7 +6,7 @@ Contributors
 <!-- Please add your badges to .all-contibutorsrc -->
 
 <!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section -->
-[![All Contributors](https://img.shields.io/badge/all_contributors-336-orange.svg)](#contributors)
+[![All Contributors](https://img.shields.io/badge/all_contributors-339-orange.svg)](#contributors)
 <!-- ALL-CONTRIBUTORS-BADGE:END -->
 
 This project follows the [all-contributors](https://github.com/all-contributors/all-contributors) specification. Contributions of any kind welcome!
@@ -81,10 +81,11 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/BINAYKUMAR943"><img src="https://avatars.githubusercontent.com/u/38756834?v=4?s=100" width="100px;" alt="Binay Kumar"/><br /><sub><b>Binay Kumar</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=BINAYKUMAR943" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=BINAYKUMAR943" title="Documentation">📖</a> <a href="https://github.com/sktime/sktime/commits?author=BINAYKUMAR943" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://angelpone.github.io/"><img src="https://avatars.githubusercontent.com/u/32930283?v=4?s=100" width="100px;" alt="Bohan Zhang"/><br /><sub><b>Bohan Zhang</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=AngelPone" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/boukepostma"><img src="https://avatars.githubusercontent.com/boukepostma?s=100" width="100px;" alt="Bouke Postma"/><br /><sub><b>Bouke Postma</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=boukepostma" title="Code">💻</a> <a href="https://github.com/sktime/sktime/issues?q=author%3Aboukepostma" title="Bug reports">🐛</a> <a href="#ideas-boukepostma" title="Ideas, Planning, & Feedback">🤔</a></td>
+      <td align="center" valign="top" width="11.11%"><a href="https://github.com/wilsbj"><img src="https://avatars.githubusercontent.com/u/16727867?v=4?s=100" width="100px;" alt="Brendan Wilson"/><br /><sub><b>Brendan Wilson</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3Awilsbj" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=wilsbj" title="Code">💻</a> <a href="#maintenance-wilsbj" title="Maintenance">🚧</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://bmurphyportfolio.netlify.com/"><img src="https://avatars2.githubusercontent.com/u/32182553?v=4?s=100" width="100px;" alt="Brian Murphy"/><br /><sub><b>Brian Murphy</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=bmurdata" title="Documentation">📖</a></td>
-      <td align="center" valign="top" width="11.11%"><a href="https://github.com/Carlosbogo"><img src="https://avatars.githubusercontent.com/u/84228424?v=4?s=100" width="100px;" alt="Carlos Borrajo"/><br /><sub><b>Carlos Borrajo</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=Carlosbogo" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=Carlosbogo" title="Documentation">📖</a></td>
     </tr>
     <tr>
+      <td align="center" valign="top" width="11.11%"><a href="https://github.com/Carlosbogo"><img src="https://avatars.githubusercontent.com/u/84228424?v=4?s=100" width="100px;" alt="Carlos Borrajo"/><br /><sub><b>Carlos Borrajo</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=Carlosbogo" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=Carlosbogo" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/vnmabus"><img src="https://avatars1.githubusercontent.com/u/2364173?v=4?s=100" width="100px;" alt="Carlos Ramos Carreño"/><br /><sub><b>Carlos Ramos Carreño</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=vnmabus" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/cedricdonie"><img src="https://avatars.githubusercontent.com/u/6626593?v=4?s=100" width="100px;" alt="Cedric Donié"/><br /><sub><b>Cedric Donié</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3Acedricdonie" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=cedricdonie" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/ChangWeiTan"><img src="https://avatars.githubusercontent.com/u/570744?v=4?s=100" width="100px;" alt="Chang Wei Tan"/><br /><sub><b>Chang Wei Tan</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=ChangWeiTan" title="Code">💻</a></td>
@@ -93,9 +94,9 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d
       <td align="center" valign="top" width="11.11%"><a href="https://www.linkedin.com/in/hoesler/"><img src="https://avatars.githubusercontent.com/u/1052770?v=4?s=100" width="100px;" alt="Christoph Hösler"/><br /><sub><b>Christoph Hösler</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=hoesler" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/cdahlin"><img src="https://avatars.githubusercontent.com/u/1567780?v=4?s=100" width="100px;" alt="Christopher Dahlin"/><br /><sub><b>Christopher Dahlin</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=cdahlin" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/topher-lo"><img src="?s=100" width="100px;" alt="Christopher Lo"/><br /><sub><b>Christopher Lo</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=topher-lo" title="Code">💻</a> <a href="#ideas-topher-lo" title="Ideas, Planning, & Feedback">🤔</a></td>
-      <td align="center" valign="top" width="11.11%"><a href="https://github.com/RobotPsychologist"><img src="https://avatars.githubusercontent.com/u/110344005?&v=4?s=100" width="100px;" alt="Christopher Risi"/><br /><sub><b>Christopher Risi</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3ARobotPsychologist" title="Bug reports">🐛</a> <a href="#example-RobotPsychologist" title="Examples">💡</a> <a href="#tutorial-RobotPsychologist" title="Tutorials">✅</a></td>
     </tr>
     <tr>
+      <td align="center" valign="top" width="11.11%"><a href="https://github.com/RobotPsychologist"><img src="https://avatars.githubusercontent.com/u/110344005?&v=4?s=100" width="100px;" alt="Christopher Risi"/><br /><sub><b>Christopher Risi</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3ARobotPsychologist" title="Bug reports">🐛</a> <a href="#example-RobotPsychologist" title="Examples">💡</a> <a href="#tutorial-RobotPsychologist" title="Tutorials">✅</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/Gigi1111"><img src="https://avatars.githubusercontent.com/Gigi1111?s=100" width="100px;" alt="Chung-Fan Tsai"/><br /><sub><b>Chung-Fan Tsai</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=Gigi1111" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/ciaran-g"><img src="https://avatars.githubusercontent.com/u/41995662?v=4?s=100" width="100px;" alt="Ciaran Gilbert"/><br /><sub><b>Ciaran Gilbert</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3Aciaran-g" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=ciaran-g" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=ciaran-g" title="Documentation">📖</a> <a href="https://github.com/sktime/sktime/commits?author=ciaran-g" title="Tests">⚠️</a> <a href="#ideas-ciaran-g" title="Ideas, Planning, & Feedback">🤔</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/ClaudiaSanches"><img src="https://avatars3.githubusercontent.com/u/28742178?v=4?s=100" width="100px;" alt="ClaudiaSanches"/><br /><sub><b>ClaudiaSanches</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=ClaudiaSanches" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=ClaudiaSanches" title="Tests">⚠️</a></td>
@@ -104,9 +105,9 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d
       <td align="center" valign="top" width="11.11%"><a href="https://cyrilmeyer.eu/"><img src="https://avatars.githubusercontent.com/u/69190238?v=4?s=100" width="100px;" alt="Cyril Meyer"/><br /><sub><b>Cyril Meyer</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3ACyril-Meyer" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=Cyril-Meyer" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=Cyril-Meyer" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/DBCerigo"><img src="https://avatars.githubusercontent.com/u/8318425?v=4?s=100" width="100px;" alt="Daniel Burkhardt Cerigo"/><br /><sub><b>Daniel Burkhardt Cerigo</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=DBCerigo" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://www.linkedin.com/in/daniel-martin-martinez"><img src="https://avatars.githubusercontent.com/dainelli98?s=100" width="100px;" alt="Daniel Martín Martínez"/><br /><sub><b>Daniel Martín Martínez</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=dainelli98" title="Documentation">📖</a> <a href="https://github.com/sktime/sktime/issues?q=author%3Adainelli98" title="Bug reports">🐛</a></td>
-      <td align="center" valign="top" width="11.11%"><a href="https://github.com/doberbauer"><img src="https://avatars.githubusercontent.com/u/81889558?v=4?s=100" width="100px;" alt="Daniel Oberbauer"/><br /><sub><b>Daniel Oberbauer</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3Adoberbauer" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=doberbauer" title="Code">💻</a></td>
     </tr>
     <tr>
+      <td align="center" valign="top" width="11.11%"><a href="https://github.com/doberbauer"><img src="https://avatars.githubusercontent.com/u/81889558?v=4?s=100" width="100px;" alt="Daniel Oberbauer"/><br /><sub><b>Daniel Oberbauer</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3Adoberbauer" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=doberbauer" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/dashapetr"><img src="https://avatars.githubusercontent.com/u/54349415?v=4?s=100" width="100px;" alt="Darya Petrashka"/><br /><sub><b>Darya Petrashka</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=dashapetr" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://dhirschfeld.github.io/"><img src="https://avatars1.githubusercontent.com/u/881019?v=4?s=100" width="100px;" alt="Dave Hirschfeld"/><br /><sub><b>Dave Hirschfeld</b></sub></a><br /><a href="#infra-dhirschfeld" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/davidbp"><img src="https://avatars3.githubusercontent.com/u/4223580?v=4?s=100" width="100px;" alt="David Buchaca Prats"/><br /><sub><b>David Buchaca Prats</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=davidbp" title="Code">💻</a></td>
@@ -115,9 +116,9 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/DManowitz"><img src="https://avatars.githubusercontent.com/u/66927103?v=4?s=100" width="100px;" alt="David Manowitz"/><br /><sub><b>David Manowitz</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3ADManowitz" title="Bug reports">🐛</a> <a href="#maintenance-DManowitz" title="Maintenance">🚧</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/ArthrowAbstract"><img src="https://avatars.githubusercontent.com/u/38614120?v=4?s=100" width="100px;" alt="Devanshu Sinha"/><br /><sub><b>Devanshu Sinha</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=ArthrowAbstract" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/DinoBektesevic"><img src="https://avatars.githubusercontent.com/u/29500910?v=4?s=100?s=100" width="100px;" alt="Dino Bektesevic"/><br /><sub><b>Dino Bektesevic</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=DinoBektesevic" title="Code">💻</a> <a href="#maintenance-DinoBektesevic" title="Maintenance">🚧</a></td>
-      <td align="center" valign="top" width="11.11%"><a href="https://github.com/DmitriyValetov"><img src="https://avatars0.githubusercontent.com/u/27976850?v=4?s=100" width="100px;" alt="Dmitriy Valetov"/><br /><sub><b>Dmitriy Valetov</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=DmitriyValetov" title="Code">💻</a> <a href="#tutorial-DmitriyValetov" title="Tutorials">✅</a></td>
     </tr>
     <tr>
+      <td align="center" valign="top" width="11.11%"><a href="https://github.com/DmitriyValetov"><img src="https://avatars0.githubusercontent.com/u/27976850?v=4?s=100" width="100px;" alt="Dmitriy Valetov"/><br /><sub><b>Dmitriy Valetov</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=DmitriyValetov" title="Code">💻</a> <a href="#tutorial-DmitriyValetov" title="Tutorials">✅</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/dougollerenshaw"><img src="https://avatars.githubusercontent.com/u/19944442?v=4?s=100" width="100px;" alt="Doug Ollerenshaw"/><br /><sub><b>Doug Ollerenshaw</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=dougollerenshaw" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/Dbhasin1"><img src="https://avatars.githubusercontent.com/u/56479884?v=4?s=100" width="100px;" alt="Drishti Bhasin "/><br /><sub><b>Drishti Bhasin </b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=Dbhasin1" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/duydl"><img src="https://avatars.githubusercontent.com/u/56506156?v=4?s=100" width="100px;" alt="Duy Do Le"/><br /><sub><b>Duy Do Le</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=duydl" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=duydl" title="Documentation">📖</a> <a href="#maintenance-duydl" title="Maintenance">🚧</a></td>
@@ -126,9 +127,9 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/Emiliathewolf"><img src="https://avatars2.githubusercontent.com/u/22026218?v=4?s=100" width="100px;" alt="Emilia Rose"/><br /><sub><b>Emilia Rose</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=Emiliathewolf" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=Emiliathewolf" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://www.linkedin.com/in/erjieyong"><img src="https://avatars.githubusercontent.com/u/109052378?v=4?s=100" width="100px;" alt="Er Jie Yong"/><br /><sub><b>Er Jie Yong</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3Aerjieyong" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=erjieyong" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/evanmiller29"><img src="https://avatars2.githubusercontent.com/u/8062590?v=4?s=100" width="100px;" alt="Evan Miller"/><br /><sub><b>Evan Miller</b></sub></a><br /><a href="#tutorial-evanmiller29" title="Tutorials">✅</a></td>
-      <td align="center" valign="top" width="11.11%"><a href="https://github.com/eyalshafran"><img src="https://avatars.githubusercontent.com/u/16999574?v=4?s=100" width="100px;" alt="Eyal Shafran"/><br /><sub><b>Eyal Shafran</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=eyalshafran" title="Code">💻</a></td>
     </tr>
     <tr>
+      <td align="center" valign="top" width="11.11%"><a href="https://github.com/eyalshafran"><img src="https://avatars.githubusercontent.com/u/16999574?v=4?s=100" width="100px;" alt="Eyal Shafran"/><br /><sub><b>Eyal Shafran</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=eyalshafran" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/eyjo"><img src="https://avatars.githubusercontent.com/eyjo?s=100" width="100px;" alt="Eyjólfur Sigurðsson"/><br /><sub><b>Eyjólfur Sigurðsson</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=eyjo" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=eyjo" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/felipeangelimvieira"><img src="https://avatars.githubusercontent.com/felipeangelimvieira?s=100" width="100px;" alt="Felipe Angelim"/><br /><sub><b>Felipe Angelim</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=felipeangelimvieira" title="Code">💻</a> <a href="https://github.com/sktime/sktime/issues?q=author%3Afelipeangelimvieira" title="Bug reports">🐛</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/flix6x"><img src="https://avatars.githubusercontent.com/u/30658763?v=4?s=100" width="100px;" alt="Felix Claessen"/><br /><sub><b>Felix Claessen</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=Flix6x" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=Flix6x" title="Documentation">📖</a> <a href="https://github.com/sktime/sktime/commits?author=Flix6x" title="Tests">⚠️</a> <a href="https://github.com/sktime/sktime/issues?q=author%3AFlix6x" title="Bug reports">🐛</a></td>
@@ -137,9 +138,9 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/fspinna"><img src="https://avatars.githubusercontent.com/u/35352023?v=4?s=100" width="100px;" alt="Francesco Spinnato"/><br /><sub><b>Francesco Spinnato</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=fspinna" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/fkiraly"><img src="https://avatars1.githubusercontent.com/u/7985502?v=4?s=100" width="100px;" alt="Franz Kiraly"/><br /><sub><b>Franz Kiraly</b></sub></a><br /><a href="#blog-fkiraly" title="Blogposts">📝</a> <a href="https://github.com/sktime/sktime/issues?q=author%3Afkiraly" title="Bug reports">🐛</a> <a href="#business-fkiraly" title="Business development">💼</a> <a href="https://github.com/sktime/sktime/commits?author=fkiraly" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=fkiraly" title="Documentation">📖</a> <a href="#design-fkiraly" title="Design">🎨</a> <a href="#eventOrganizing-fkiraly" title="Event Organizing">📋</a> <a href="#example-fkiraly" title="Examples">💡</a> <a href="#financial-fkiraly" title="Financial">💵</a> <a href="#fundingFinding-fkiraly" title="Funding Finding">🔍</a> <a href="#ideas-fkiraly" title="Ideas, Planning, & Feedback">🤔</a> <a href="#maintenance-fkiraly" title="Maintenance">🚧</a> <a href="#mentoring-fkiraly" title="Mentoring">🧑‍🏫</a> <a href="#projectManagement-fkiraly" title="Project Management">📆</a> <a href="#question-fkiraly" title="Answering Questions">💬</a> <a href="https://github.com/sktime/sktime/pulls?q=is%3Apr+reviewed-by%3Afkiraly" title="Reviewed Pull Requests">👀</a> <a href="#talk-fkiraly" title="Talks">📢</a> <a href="https://github.com/sktime/sktime/commits?author=fkiraly" title="Tests">⚠️</a> <a href="#tutorial-fkiraly" title="Tutorials">✅</a> <a href="#video-fkiraly" title="Videos">📹</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/freddyaboulton"><img src="https://avatars.githubusercontent.com/u/41651716?v=4?s=100" width="100px;" alt="Freddy A Boulton"/><br /><sub><b>Freddy A Boulton</b></sub></a><br /><a href="#infra-freddyaboulton" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a> <a href="https://github.com/sktime/sktime/commits?author=freddyaboulton" title="Tests">⚠️</a></td>
-      <td align="center" valign="top" width="11.11%"><a href="https://github.com/chernika158"><img src="https://avatars.githubusercontent.com/u/43787741?s=400&v=4?s=100" width="100px;" alt="Galina Chernikova"/><br /><sub><b>Galina Chernikova</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=chernika158" title="Code">💻</a></td>
     </tr>
     <tr>
+      <td align="center" valign="top" width="11.11%"><a href="https://github.com/chernika158"><img src="https://avatars.githubusercontent.com/u/43787741?s=400&v=4?s=100" width="100px;" alt="Galina Chernikova"/><br /><sub><b>Galina Chernikova</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=chernika158" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/gareth-brown-86"><img src="https://avatars.githubusercontent.com/u/89069265?s=400&u=f6dc19c786a1762fcb7cdbb04f7f30bee9bd0240&v=4?s=100" width="100px;" alt="Gareth Brown"/><br /><sub><b>Gareth Brown</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=gareth-brown-86" title="Code">💻</a> <a href="https://github.com/sktime/sktime/issues?q=author%3Agareth-brown-86" title="Bug reports">🐛</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/gavinkatz001"><img src="https://avatars.githubusercontent.com/u/124807974?v=4?s=100" width="100px;" alt="Gavin Katz"/><br /><sub><b>Gavin Katz</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=gavinkatz001" title="Documentation">📖</a> <a href="https://github.com/sktime/sktime/commits?author=gavinkatz001" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/goastler"><img src="https://avatars0.githubusercontent.com/u/7059456?v=4?s=100" width="100px;" alt="George Oastler"/><br /><sub><b>George Oastler</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=goastler" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=goastler" title="Tests">⚠️</a> <a href="#platform-goastler" title="Packaging/porting to new platform">📦</a> <a href="#example-goastler" title="Examples">💡</a> <a href="https://github.com/sktime/sktime/commits?author=goastler" title="Documentation">📖</a></td>
@@ -148,9 +149,9 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/GuzalBulatova"><img src="https://avatars.githubusercontent.com/GuzalBulatova?s=100" width="100px;" alt="Guzal Bulatova"/><br /><sub><b>Guzal Bulatova</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3AGuzalBulatova" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=GuzalBulatova" title="Code">💻</a> <a href="#eventOrganizing-GuzalBulatova" title="Event Organizing">📋</a> <a href="#mentoring-GuzalBulatova" title="Mentoring">🧑‍🏫</a> <a href="#projectManagement-GuzalBulatova" title="Project Management">📆</a> <a href="https://github.com/sktime/sktime/pulls?q=is%3Apr+reviewed-by%3AGuzalBulatova" title="Reviewed Pull Requests">👀</a> <a href="https://github.com/sktime/sktime/commits?author=GuzalBulatova" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/HYang1996"><img src="https://avatars0.githubusercontent.com/u/44179303?v=4?s=100" width="100px;" alt="HYang1996"/><br /><sub><b>HYang1996</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=HYang1996" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=HYang1996" title="Tests">⚠️</a> <a href="https://github.com/sktime/sktime/commits?author=HYang1996" title="Documentation">📖</a> <a href="#tutorial-HYang1996" title="Tutorials">✅</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/BensHamza"><img src="https://avatars.githubusercontent.com/u/96446862?v=4?s=100" width="100px;" alt="Hamza Benslimane"/><br /><sub><b>Hamza Benslimane</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3ABensHamza" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=BensHamza" title="Code">💻</a></td>
-      <td align="center" valign="top" width="11.11%"><a href="https://github.com/HarshvirSandhu"><img src="https://avatars.githubusercontent.com/HarshvirSandhu?s=100" width="100px;" alt="Harshvir Sandhu"/><br /><sub><b>Harshvir Sandhu</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=HarshvirSandhu" title="Code">💻</a></td>
     </tr>
     <tr>
+      <td align="center" valign="top" width="11.11%"><a href="https://github.com/HarshvirSandhu"><img src="https://avatars.githubusercontent.com/HarshvirSandhu?s=100" width="100px;" alt="Harshvir Sandhu"/><br /><sub><b>Harshvir Sandhu</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=HarshvirSandhu" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/hazrulakmal"><img src="https://avatars.githubusercontent.com/u/24774385?v=4?s=100" width="100px;" alt="Hazrul Akmal"/><br /><sub><b>Hazrul Akmal</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=hazrulakmal" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=hazrulakmal" title="Documentation">📖</a> <a href="https://github.com/sktime/sktime/issues?q=author%3Ahazrulakmal" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=hazrulakmal" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/hliebert"><img src="https://avatars.githubusercontent.com/u/20834265?s=100" width="100px;" alt="Helge Liebert"/><br /><sub><b>Helge Liebert</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3Ahliebert" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=hliebert" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=hliebert" title="Documentation">📖</a> <a href="https://github.com/sktime/sktime/commits?author=hliebert" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/toandaominh1997"><img src="https://avatars.githubusercontent.com/u/18400648?v=4?s=100" width="100px;" alt="Henry Dao"/><br /><sub><b>Henry Dao</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3Atoandaominh1997" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=toandaominh1997" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=toandaominh1997" title="Tests">⚠️</a></td>
@@ -159,9 +160,9 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/Ifeanyi30"><img src="https://avatars.githubusercontent.com/u/49926145?v=4?s=100" width="100px;" alt="Ifeanyi30"/><br /><sub><b>Ifeanyi30</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=Ifeanyi30" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/iljamaurer"><img src="https://avatars.githubusercontent.com/u/45882103?v=4?s=100" width="100px;" alt="Ilja Maurer"/><br /><sub><b>Ilja Maurer</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=iljamaurer" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/IlyasMoutawwakil"><img src="https://avatars.githubusercontent.com/IlyasMoutawwakil?s=100" width="100px;" alt="Ilyas Moutawwakil"/><br /><sub><b>Ilyas Moutawwakil</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=IlyasMoutawwakil" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=IlyasMoutawwakil" title="Documentation">📖</a></td>
-      <td align="center" valign="top" width="11.11%"><a href="https://www.linkedin.com/in/ireoluwatomiwa-sanusi/"><img src="https://avatars.githubusercontent.com/u/61966277?v=4?s=100" width="100px;" alt="Ireoluwatomiwa"/><br /><sub><b>Ireoluwatomiwa</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=Tomiiwa" title="Documentation">📖</a></td>
     </tr>
     <tr>
+      <td align="center" valign="top" width="11.11%"><a href="https://www.linkedin.com/in/ireoluwatomiwa-sanusi/"><img src="https://avatars.githubusercontent.com/u/61966277?v=4?s=100" width="100px;" alt="Ireoluwatomiwa"/><br /><sub><b>Ireoluwatomiwa</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=Tomiiwa" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/ishannangia001"><img src="https://avatars.githubusercontent.com/u/29480389?v=4?s=100" width="100px;" alt="Ishan Nangia"/><br /><sub><b>Ishan Nangia</b></sub></a><br /><a href="#ideas-ishannangia001" title="Ideas, Planning, & Feedback">🤔</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/ishanpai"><img src="https://avatars.githubusercontent.com/u/73134788?v=4?s=100" width="100px;" alt="Ishan Paidhungat"/><br /><sub><b>Ishan Paidhungat</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=ishanpai" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=ishanpai" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/jnrusson1"><img src="https://avatars.githubusercontent.com/u/51986332?v=4?s=100" width="100px;" alt="Jack Russon"/><br /><sub><b>Jack Russon</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=jnrusson1" title="Code">💻</a></td>
@@ -170,9 +171,9 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/jan-mue"><img src="https://avatars.githubusercontent.com/u/6440416?v=4?s=100" width="100px;" alt="Jan Müller"/><br /><sub><b>Jan Müller</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=jan-mue" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/janpipek"><img src="https://avatars.githubusercontent.com/janpipek?s=100" width="100px;" alt="Jan Pipek"/><br /><sub><b>Jan Pipek</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=janpipek" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/janasberger"><img src="https://avatars.githubusercontent.com/u/111234477?v=4?s=100" width="100px;" alt="Jana Schmidberger"/><br /><sub><b>Jana Schmidberger</b></sub></a><br /><a href="#business-janasberger" title="Business development">💼</a> <a href="#ideas-janasberger" title="Ideas, Planning, & Feedback">🤔</a> <a href="#projectManagement-janasberger" title="Project Management">📆</a></td>
-      <td align="center" valign="top" width="11.11%"><a href="https://github.com/jasmineliaw"><img src="?s=100" width="100px;" alt="Jasmine Liaw"/><br /><sub><b>Jasmine Liaw</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=jasmineliaw" title="Code">💻</a></td>
     </tr>
     <tr>
+      <td align="center" valign="top" width="11.11%"><a href="https://github.com/jasmineliaw"><img src="?s=100" width="100px;" alt="Jasmine Liaw"/><br /><sub><b>Jasmine Liaw</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=jasmineliaw" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="http://www.timeseriesclassification.com"><img src="https://avatars1.githubusercontent.com/u/38794632?v=4?s=100" width="100px;" alt="Jason Lines"/><br /><sub><b>Jason Lines</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=jasonlines" title="Code">💻</a> <a href="#business-jasonlines" title="Business development">💼</a> <a href="https://github.com/sktime/sktime/commits?author=jasonlines" title="Documentation">📖</a> <a href="#design-jasonlines" title="Design">🎨</a> <a href="#eventOrganizing-jasonlines" title="Event Organizing">📋</a> <a href="#fundingFinding-jasonlines" title="Funding Finding">🔍</a> <a href="#ideas-jasonlines" title="Ideas, Planning, & Feedback">🤔</a> <a href="#projectManagement-jasonlines" title="Project Management">📆</a> <a href="#question-jasonlines" title="Answering Questions">💬</a> <a href="https://github.com/sktime/sktime/pulls?q=is%3Apr+reviewed-by%3Ajasonlines" title="Reviewed Pull Requests">👀</a> <a href="#talk-jasonlines" title="Talks">📢</a> <a href="#example-jasonlines" title="Examples">💡</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/whackteachers"><img src="https://avatars0.githubusercontent.com/u/33785383?v=4?s=100" width="100px;" alt="Jason Pong"/><br /><sub><b>Jason Pong</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=whackteachers" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=whackteachers" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/mateuja"><img src="https://avatars.githubusercontent.com/mateuja?s=100" width="100px;" alt="Jaume Mateu"/><br /><sub><b>Jaume Mateu</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=mateuja" title="Code">💻</a></td>
@@ -181,9 +182,9 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/Z-Fran"><img src="https://avatars.githubusercontent.com/u/49083766?v=4?s=100" width="100px;" alt="Jindong Zhang"/><br /><sub><b>Jindong Zhang</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=Z-Fran" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/tajir0"><img src="https://avatars.githubusercontent.com/u/36022362?s=100" width="100px;" alt="Jinrong Tang"/><br /><sub><b>Jinrong Tang</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=tajir0" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=tajir0" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/pirnerjonas"><img src="https://avatars.githubusercontent.com/u/48887249?v=4?s=100" width="100px;" alt="Jonas Pirner"/><br /><sub><b>Jonas Pirner</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=pirnerjonas" title="Documentation">📖</a></td>
-      <td align="center" valign="top" width="11.11%"><a href="https://github.com/JonathanBechtel"><img src="https://avatars.githubusercontent.com/u/481696?v=4?s=100" width="100px;" alt="JonathanBechtel"/><br /><sub><b>JonathanBechtel</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=JonathanBechtel" title="Code">💻</a> <a href="#ideas-JonathanBechtel" title="Ideas, Planning, & Feedback">🤔</a> <a href="#projectManagement-JonathanBechtel" title="Project Management">📆</a> <a href="#talk-JonathanBechtel" title="Talks">📢</a> <a href="https://github.com/sktime/sktime/commits?author=JonathanBechtel" title="Tests">⚠️</a></td>
     </tr>
     <tr>
+      <td align="center" valign="top" width="11.11%"><a href="https://github.com/JonathanBechtel"><img src="https://avatars.githubusercontent.com/u/481696?v=4?s=100" width="100px;" alt="JonathanBechtel"/><br /><sub><b>JonathanBechtel</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=JonathanBechtel" title="Code">💻</a> <a href="#ideas-JonathanBechtel" title="Ideas, Planning, & Feedback">🤔</a> <a href="#projectManagement-JonathanBechtel" title="Project Management">📆</a> <a href="#talk-JonathanBechtel" title="Talks">📢</a> <a href="https://github.com/sktime/sktime/commits?author=JonathanBechtel" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/jorenham"><img src="?s=100" width="100px;" alt="Joren Hammudoglu"/><br /><sub><b>Joren Hammudoglu</b></sub></a><br /><a href="#infra-jorenham" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://juanitorduz.github.io/"><img src="https://avatars1.githubusercontent.com/u/22996444?v=4?s=100" width="100px;" alt="Juan Orduz"/><br /><sub><b>Juan Orduz</b></sub></a><br /><a href="#tutorial-juanitorduz" title="Tutorials">✅</a> <a href="https://github.com/sktime/sktime/commits?author=juanitorduz" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/julia-kraus"><img src="https://avatars.githubusercontent.com/julia-kraus?s=100" width="100px;" alt="Julia Kraus"/><br /><sub><b>Julia Kraus</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=julia-kraus" title="Documentation">📖</a> <a href="https://github.com/sktime/sktime/commits?author=julia-kraus" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=julia-kraus" title="Tests">⚠️</a></td>
@@ -192,9 +193,9 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/julnow"><img src="https://avatars.githubusercontent.com/u/21206185?v=4?s=100" width="100px;" alt="Julian Nowak"/><br /><sub><b>Julian Nowak</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3Ajulnow" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=julnow" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://www.linkedin.com/in/julianarn/"><img src="https://avatars.githubusercontent.com/u/19613567?v=4?s=100" width="100px;" alt="Juliana"/><br /><sub><b>Juliana</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=julramos" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/jusssch"><img src="https://avatars.githubusercontent.com/jusssch?s=100" width="100px;" alt="Julius Schmid"/><br /><sub><b>Julius Schmid</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=jusssch" title="Code">💻</a></td>
-      <td align="center" valign="top" width="11.11%"><a href="https://www.justinshenk.com/"><img src="https://avatars.githubusercontent.com/u/10270308?v=4?s=100" width="100px;" alt="Justin Shenk"/><br /><sub><b>Justin Shenk</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=justinshenk" title="Documentation">📖</a></td>
     </tr>
     <tr>
+      <td align="center" valign="top" width="11.11%"><a href="https://www.justinshenk.com/"><img src="https://avatars.githubusercontent.com/u/10270308?v=4?s=100" width="100px;" alt="Justin Shenk"/><br /><sub><b>Justin Shenk</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=justinshenk" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/kcc-lion"><img src="?s=100" width="100px;" alt="Kai Lion"/><br /><sub><b>Kai Lion</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=kcc-lion" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=kcc-lion" title="Tests">⚠️</a> <a href="https://github.com/sktime/sktime/commits?author=kcc-lion" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/kanand77"><img src="https://avatars.githubusercontent.com/kanand77?s=100" width="100px;" alt="Kavin Anand"/><br /><sub><b>Kavin Anand</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=kanand77" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://kejsitake.com/"><img src="https://avatars.githubusercontent.com/u/23707808?v=4?s=100" width="100px;" alt="Kejsi Take"/><br /><sub><b>Kejsi Take</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=kejsitake" title="Code">💻</a></td>
@@ -203,9 +204,9 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d
       <td align="center" valign="top" width="11.11%"><a href="https://whitakerlab.github.io/"><img src="https://avatars1.githubusercontent.com/u/3626306?v=4?s=100" width="100px;" alt="Kirstie Whitaker"/><br /><sub><b>Kirstie Whitaker</b></sub></a><br /><a href="#ideas-KirstieJane" title="Ideas, Planning, & Feedback">🤔</a> <a href="#fundingFinding-KirstieJane" title="Funding Finding">🔍</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/kishmanani"><img src="https://avatars.githubusercontent.com/u/30973056?v=4?s=100" width="100px;" alt="Kishan Manani"/><br /><sub><b>Kishan Manani</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=KishManani" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=KishManani" title="Documentation">📖</a> <a href="https://github.com/sktime/sktime/commits?author=KishManani" title="Tests">⚠️</a> <a href="https://github.com/sktime/sktime/issues?q=author%3AKishManani" title="Bug reports">🐛</a> <a href="#ideas-KishManani" title="Ideas, Planning, & Feedback">🤔</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/ksharma6"><img src="https://avatars.githubusercontent.com/u/142558351?v=4?s=100" width="100px;" alt="Kishen Sharma"/><br /><sub><b>Kishen Sharma</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3Aksharma6" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=ksharma6" title="Code">💻</a></td>
-      <td align="center" valign="top" width="11.11%"><a href="https://github.com/marcosfelt"><img src="https://avatars.githubusercontent.com/u/25933639?v=4?s=100" width="100px;" alt="Kobi Felton"/><br /><sub><b>Kobi Felton</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=marcosfelt" title="Code">💻</a></td>
     </tr>
     <tr>
+      <td align="center" valign="top" width="11.11%"><a href="https://github.com/marcosfelt"><img src="https://avatars.githubusercontent.com/u/25933639?v=4?s=100" width="100px;" alt="Kobi Felton"/><br /><sub><b>Kobi Felton</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=marcosfelt" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/krumeto"><img src="https://avatars3.githubusercontent.com/u/11272436?v=4?s=100" width="100px;" alt="Krum Arnaudov"/><br /><sub><b>Krum Arnaudov</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3Akrumeto" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=krumeto" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/koralturkk"><img src="https://avatars2.githubusercontent.com/u/18037789?s=460&v=4?s=100" width="100px;" alt="Kutay Koralturk"/><br /><sub><b>Kutay Koralturk</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=koralturkk" title="Code">💻</a> <a href="https://github.com/sktime/sktime/issues?q=author%3Akoralturkk" title="Bug reports">🐛</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/lenaklosik"><img src="https://avatars.githubusercontent.com/lenaklosik?s=100" width="100px;" alt="Lena Klosik"/><br /><sub><b>Lena Klosik</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=lenaklosik" title="Code">💻</a></td>
@@ -214,9 +215,10 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/chillerobscuro"><img src="https://avatars.githubusercontent.com/u/5232872?v=4?s=100" width="100px;" alt="Logan Duffy"/><br /><sub><b>Logan Duffy</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=chillerobscuro" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=chillerobscuro" title="Documentation">📖</a> <a href="https://github.com/sktime/sktime/commits?author=chillerobscuro" title="Tests">⚠️</a> <a href="https://github.com/sktime/sktime/issues?q=author%3Achillerobscuro" title="Bug reports">🐛</a> <a href="#ideas-chillerobscuro" title="Ideas, Planning, & Feedback">🤔</a></td>
       <td align="center" valign="top" width="11.11%"><a href="http://lpantano.github.io/"><img src="https://avatars2.githubusercontent.com/u/1621788?v=4?s=100" width="100px;" alt="Lorena Pantano"/><br /><sub><b>Lorena Pantano</b></sub></a><br /><a href="#ideas-lpantano" title="Ideas, Planning, & Feedback">🤔</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/ltoniazzi"><img src="https://avatars.githubusercontent.com/u/61414566?s=100" width="100px;" alt="Lorenzo Toniazzi"/><br /><sub><b>Lorenzo Toniazzi</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=ltoniazzi" title="Code">💻</a></td>
-      <td align="center" valign="top" width="11.11%"><a href="https://github.com/Lovkush-A"><img src="https://avatars.githubusercontent.com/u/25344832?v=4?s=100" width="100px;" alt="Lovkush"/><br /><sub><b>Lovkush</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=Lovkush-A" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=Lovkush-A" title="Tests">⚠️</a> <a href="#ideas-Lovkush-A" title="Ideas, Planning, & Feedback">🤔</a> <a href="#mentoring-Lovkush-A" title="Mentoring">🧑‍🏫</a> <a href="#projectManagement-Lovkush-A" title="Project Management">📆</a></td>
     </tr>
     <tr>
+      <td align="center" valign="top" width="11.11%"><a href="https://github.com/Lovkush-A"><img src="https://avatars.githubusercontent.com/u/25344832?v=4?s=100" width="100px;" alt="Lovkush"/><br /><sub><b>Lovkush</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=Lovkush-A" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=Lovkush-A" title="Tests">⚠️</a> <a href="#ideas-Lovkush-A" title="Ideas, Planning, & Feedback">🤔</a> <a href="#mentoring-Lovkush-A" title="Mentoring">🧑‍🏫</a> <a href="#projectManagement-Lovkush-A" title="Project Management">📆</a></td>
+      <td align="center" valign="top" width="11.11%"><a href="https://github.com/LHoelper"><img src="https://avatars.githubusercontent.com/LHoelper?s=100" width="100px;" alt="Luca Hölper"/><br /><sub><b>Luca Hölper</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=LHoelper" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/luca-miniati"><img src="https://avatars.githubusercontent.com/u/87467600?v=4?s=100" width="100px;" alt="Luca Miniati"/><br /><sub><b>Luca Miniati</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=luca-miniati" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=luca-miniati" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/Abelarm"><img src="https://avatars.githubusercontent.com/u/6976921?v=4?s=100" width="100px;" alt="Luigi Giugliano"/><br /><sub><b>Luigi Giugliano</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=Abelarm" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/lbventura"><img src="https://avatars.githubusercontent.com/u/68004282?s=96&v=4?s=100" width="100px;" alt="Luis Ventura"/><br /><sub><b>Luis Ventura</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=lbventura" title="Code">💻</a></td>
@@ -224,10 +226,10 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/lmmentel"><img src="https://avatars.githubusercontent.com/u/8989838?v=4?s=100" width="100px;" alt="Lukasz Mentel"/><br /><sub><b>Lukasz Mentel</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=lmmentel" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=lmmentel" title="Documentation">📖</a> <a href="#infra-lmmentel" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a> <a href="https://github.com/sktime/sktime/commits?author=lmmentel" title="Tests">⚠️</a> <a href="https://github.com/sktime/sktime/issues?q=author%3Almmentel" title="Bug reports">🐛</a> <a href="#maintenance-lmmentel" title="Maintenance">🚧</a> <a href="#mentoring-lmmentel" title="Mentoring">🧑‍🏫</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://www.linkedin.com/in/madhuri-agarwal-166080209/"><img src="https://avatars.githubusercontent.com/u/108001973?v=4&size=64?s=100" width="100px;" alt="Madhuri"/><br /><sub><b>Madhuri</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=madhuri723" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/manuel-munoz-aguirre"><img src="https://avatars.githubusercontent.com/u/5576458?v=4?s=100" width="100px;" alt="Manuel Muñoz Aguirre"/><br /><sub><b>Manuel Muñoz Aguirre</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=manuel-munoz-aguirre" title="Documentation">📖</a></td>
-      <td align="center" valign="top" width="11.11%"><a href="https://github.com/manolotis"><img src="https://avatars.githubusercontent.com/manolotis?s=100" width="100px;" alt="Manuel Muñoz Sánchez"/><br /><sub><b>Manuel Muñoz Sánchez</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=manolotis" title="Documentation">📖</a></td>
-      <td align="center" valign="top" width="11.11%"><a href="https://github.com/marrov"><img src="https://avatars.githubusercontent.com/u/54272586?v=4?s=100" width="100px;" alt="Marc Rovira"/><br /><sub><b>Marc Rovira</b></sub></a><br /><a href="#design-marrov" title="Design">🎨</a> <a href="https://github.com/sktime/sktime/commits?author=marrov" title="Documentation">📖</a> <a href="#ideas-marrov" title="Ideas, Planning, & Feedback">🤔</a> <a href="#mentoring-marrov" title="Mentoring">🧑‍🏫</a> <a href="#projectManagement-marrov" title="Project Management">📆</a> <a href="#talk-marrov" title="Talks">📢</a></td>
     </tr>
     <tr>
+      <td align="center" valign="top" width="11.11%"><a href="https://github.com/manolotis"><img src="https://avatars.githubusercontent.com/manolotis?s=100" width="100px;" alt="Manuel Muñoz Sánchez"/><br /><sub><b>Manuel Muñoz Sánchez</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=manolotis" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="11.11%"><a href="https://github.com/marrov"><img src="https://avatars.githubusercontent.com/u/54272586?v=4?s=100" width="100px;" alt="Marc Rovira"/><br /><sub><b>Marc Rovira</b></sub></a><br /><a href="#design-marrov" title="Design">🎨</a> <a href="https://github.com/sktime/sktime/commits?author=marrov" title="Documentation">📖</a> <a href="#ideas-marrov" title="Ideas, Planning, & Feedback">🤔</a> <a href="#mentoring-marrov" title="Mentoring">🧑‍🏫</a> <a href="#projectManagement-marrov" title="Project Management">📆</a> <a href="#talk-marrov" title="Talks">📢</a></td>
       <td align="center" valign="top" width="11.11%"><a href="http://marcelotryle.com"><img src="https://avatars3.githubusercontent.com/u/7353520?v=4?s=100" width="100px;" alt="Marcelo Trylesinski"/><br /><sub><b>Marcelo Trylesinski</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=Kludex" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/MarcoGorelli"><img src="https://avatars2.githubusercontent.com/u/33491632?v=4?s=100" width="100px;" alt="Marco Gorelli"/><br /><sub><b>Marco Gorelli</b></sub></a><br /><a href="#infra-MarcoGorelli" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://www.linkedin.com/in/margaret-gorlin/"><img src="?s=100" width="100px;" alt="Margaret Gorlin"/><br /><sub><b>Margaret Gorlin</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=mgorlin" title="Code">💻</a> <a href="#example-mgorlin" title="Examples">💡</a> <a href="https://github.com/sktime/sktime/commits?author=mgorlin" title="Tests">⚠️</a></td>
@@ -235,10 +237,10 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d
       <td align="center" valign="top" width="11.11%"><a href="https://twitter.com/marielli"><img src="https://avatars2.githubusercontent.com/u/13499809?v=4?s=100" width="100px;" alt="Marielle"/><br /><sub><b>Marielle</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=marielledado" title="Documentation">📖</a> <a href="https://github.com/sktime/sktime/commits?author=marielledado" title="Code">💻</a> <a href="#ideas-marielledado" title="Ideas, Planning, & Feedback">🤔</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/mloning"><img src="https://avatars3.githubusercontent.com/u/21020482?v=4?s=100" width="100px;" alt="Markus Löning"/><br /><sub><b>Markus Löning</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=mloning" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=mloning" title="Tests">⚠️</a> <a href="#maintenance-mloning" title="Maintenance">🚧</a> <a href="#platform-mloning" title="Packaging/porting to new platform">📦</a> <a href="https://github.com/sktime/sktime/pulls?q=is%3Apr+reviewed-by%3Amloning" title="Reviewed Pull Requests">👀</a> <a href="#infra-mloning" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a> <a href="#example-mloning" title="Examples">💡</a> <a href="https://github.com/sktime/sktime/issues?q=author%3Amloning" title="Bug reports">🐛</a> <a href="#tutorial-mloning" title="Tutorials">✅</a> <a href="#business-mloning" title="Business development">💼</a> <a href="https://github.com/sktime/sktime/commits?author=mloning" title="Documentation">📖</a> <a href="#design-mloning" title="Design">🎨</a> <a href="#eventOrganizing-mloning" title="Event Organizing">📋</a> <a href="#fundingFinding-mloning" title="Funding Finding">🔍</a> <a href="#ideas-mloning" title="Ideas, Planning, & Feedback">🤔</a> <a href="#projectManagement-mloning" title="Project Management">📆</a> <a href="#question-mloning" title="Answering Questions">💬</a> <a href="#talk-mloning" title="Talks">📢</a> <a href="#mentoring-mloning" title="Mentoring">🧑‍🏫</a> <a href="#video-mloning" title="Videos">📹</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/markussagen"><img src="https://avatars.githubusercontent.com/u/20767068?v=4?s=100" width="100px;" alt="Markus Sagen"/><br /><sub><b>Markus Sagen</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=markussagen" title="Code">💻</a> <a href="#example-markussagen" title="Examples">💡</a></td>
-      <td align="center" valign="top" width="11.11%"><a href="https://www.linkedin.com/in/martin-walter-1a33b3114/"><img src="https://avatars0.githubusercontent.com/u/29627036?v=4?s=100" width="100px;" alt="Martin Walter"/><br /><sub><b>Martin Walter</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=aiwalter" title="Code">💻</a> <a href="https://github.com/sktime/sktime/issues?q=author%3Aaiwalter" title="Bug reports">🐛</a> <a href="#projectManagement-aiwalter" title="Project Management">📆</a> <a href="#fundingFinding-aiwalter" title="Funding Finding">🔍</a> <a href="#mentoring-aiwalter" title="Mentoring">🧑‍🏫</a> <a href="#ideas-aiwalter" title="Ideas, Planning, & Feedback">🤔</a> <a href="#design-aiwalter" title="Design">🎨</a> <a href="https://github.com/sktime/sktime/pulls?q=is%3Apr+reviewed-by%3Aaiwalter" title="Reviewed Pull Requests">👀</a> <a href="https://github.com/sktime/sktime/commits?author=aiwalter" title="Documentation">📖</a> <a href="#talk-aiwalter" title="Talks">📢</a></td>
-      <td align="center" valign="top" width="11.11%"><a href="https://github.com/martinagvilas"><img src="https://avatars2.githubusercontent.com/u/37339384?v=4?s=100" width="100px;" alt="Martina G. Vilas"/><br /><sub><b>Martina G. Vilas</b></sub></a><br /><a href="https://github.com/sktime/sktime/pulls?q=is%3Apr+reviewed-by%3Amartinagvilas" title="Reviewed Pull Requests">👀</a> <a href="#ideas-martinagvilas" title="Ideas, Planning, & Feedback">🤔</a></td>
     </tr>
     <tr>
+      <td align="center" valign="top" width="11.11%"><a href="https://www.linkedin.com/in/martin-walter-1a33b3114/"><img src="https://avatars0.githubusercontent.com/u/29627036?v=4?s=100" width="100px;" alt="Martin Walter"/><br /><sub><b>Martin Walter</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=aiwalter" title="Code">💻</a> <a href="https://github.com/sktime/sktime/issues?q=author%3Aaiwalter" title="Bug reports">🐛</a> <a href="#projectManagement-aiwalter" title="Project Management">📆</a> <a href="#fundingFinding-aiwalter" title="Funding Finding">🔍</a> <a href="#mentoring-aiwalter" title="Mentoring">🧑‍🏫</a> <a href="#ideas-aiwalter" title="Ideas, Planning, & Feedback">🤔</a> <a href="#design-aiwalter" title="Design">🎨</a> <a href="https://github.com/sktime/sktime/pulls?q=is%3Apr+reviewed-by%3Aaiwalter" title="Reviewed Pull Requests">👀</a> <a href="https://github.com/sktime/sktime/commits?author=aiwalter" title="Documentation">📖</a> <a href="#talk-aiwalter" title="Talks">📢</a></td>
+      <td align="center" valign="top" width="11.11%"><a href="https://github.com/martinagvilas"><img src="https://avatars2.githubusercontent.com/u/37339384?v=4?s=100" width="100px;" alt="Martina G. Vilas"/><br /><sub><b>Martina G. Vilas</b></sub></a><br /><a href="https://github.com/sktime/sktime/pulls?q=is%3Apr+reviewed-by%3Amartinagvilas" title="Reviewed Pull Requests">👀</a> <a href="#ideas-martinagvilas" title="Ideas, Planning, & Feedback">🤔</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/mateuszkasprowicz"><img src="https://avatars.githubusercontent.com/mateuszkasprowicz?s=100" width="100px;" alt="Mateusz Kasprowicz"/><br /><sub><b>Mateusz Kasprowicz</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=mateuszkasprowicz" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=mateuszkasprowicz" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/MCRE-BE"><img src="https://avatars.githubusercontent.com/u/99316631?s=100" width="100px;" alt="Mathias Creemers"/><br /><sub><b>Mathias Creemers</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3AMCRE-BE" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=MCRE-BE" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="http://www.timeseriesclassification.com"><img src="https://avatars0.githubusercontent.com/u/25731235?v=4?s=100" width="100px;" alt="Matthew Middlehurst"/><br /><sub><b>Matthew Middlehurst</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=MatthewMiddlehurst" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=MatthewMiddlehurst" title="Documentation">📖</a> <a href="https://github.com/sktime/sktime/commits?author=MatthewMiddlehurst" title="Tests">⚠️</a> <a href="#tutorial-MatthewMiddlehurst" title="Tutorials">✅</a> <a href="https://github.com/sktime/sktime/pulls?q=is%3Apr+reviewed-by%3AMatthewMiddlehurst" title="Reviewed Pull Requests">👀</a> <a href="https://github.com/sktime/sktime/issues?q=author%3AMatthewMiddlehurst" title="Bug reports">🐛</a></td>
@@ -246,10 +248,10 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d
       <td align="center" valign="top" width="11.11%"><a href="https://www.linkedin.com/in/maxfrohlich/"><img src="https://avatars.githubusercontent.com/u/16393653?v=4?s=100" width="100px;" alt="Max Frohlich"/><br /><sub><b>Max Frohlich</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=ninedigits" title="Code">💻</a> <a href="#ideas-ninedigits" title="Ideas, Planning, & Feedback">🤔</a> <a href="#maintenance-ninedigits" title="Maintenance">🚧</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/solen0id"><img src="https://avatars.githubusercontent.com/u/20767606?v=4?s=100" width="100px;" alt="Max Patzelt"/><br /><sub><b>Max Patzelt</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=solen0id" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/meraldoantonio"><img src="https://avatars.githubusercontent.com/u/37468543?v=4?s=100" width="100px;" alt="Meraldo Antonio"/><br /><sub><b>Meraldo Antonio</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3Ameraldoantonio" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=meraldoantonio" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=meraldoantonio" title="Documentation">📖</a> <a href="https://github.com/sktime/sktime/commits?author=meraldoantonio" title="Tests">⚠️</a></td>
-      <td align="center" valign="top" width="11.11%"><a href="https://github.com/Hephaest"><img src="https://avatars2.githubusercontent.com/u/37981444?v=4?s=100" width="100px;" alt="Miao Cai"/><br /><sub><b>Miao Cai</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3AHephaest" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=Hephaest" title="Code">💻</a></td>
-      <td align="center" valign="top" width="11.11%"><a href="michaelfeil.eu"><img src="https://avatars.githubusercontent.com/u/63565275?v=4?s=100" width="100px;" alt="Michael Feil"/><br /><sub><b>Michael Feil</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=michaelfeil" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=michaelfeil" title="Tests">⚠️</a> <a href="#ideas-michaelfeil" title="Ideas, Planning, & Feedback">🤔</a></td>
     </tr>
     <tr>
+      <td align="center" valign="top" width="11.11%"><a href="https://github.com/Hephaest"><img src="https://avatars2.githubusercontent.com/u/37981444?v=4?s=100" width="100px;" alt="Miao Cai"/><br /><sub><b>Miao Cai</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3AHephaest" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=Hephaest" title="Code">💻</a></td>
+      <td align="center" valign="top" width="11.11%"><a href="michaelfeil.eu"><img src="https://avatars.githubusercontent.com/u/63565275?v=4?s=100" width="100px;" alt="Michael Feil"/><br /><sub><b>Michael Feil</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=michaelfeil" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=michaelfeil" title="Tests">⚠️</a> <a href="#ideas-michaelfeil" title="Ideas, Planning, & Feedback">🤔</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/mgazian000"><img src="https://avatars.githubusercontent.com/mgazian000?s=100" width="100px;" alt="Michael Gaziani"/><br /><sub><b>Michael Gaziani</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=mgazian000" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/MMTrooper"><img src="https://avatars.githubusercontent.com/u/89777534?v=4?s=100" width="100px;" alt="Michael Mwimali"/><br /><sub><b>Michael Mwimali</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=MMTrooper" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/MichalChromcak"><img src="https://avatars1.githubusercontent.com/u/12393430?v=4?s=100" width="100px;" alt="Michal Chromcak"/><br /><sub><b>Michal Chromcak</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=MichalChromcak" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=MichalChromcak" title="Documentation">📖</a> <a href="https://github.com/sktime/sktime/commits?author=MichalChromcak" title="Tests">⚠️</a> <a href="#tutorial-MichalChromcak" title="Tutorials">✅</a></td>
@@ -257,175 +259,176 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/mk406"><img src="https://avatars.githubusercontent.com/u/78024411?v=4?s=100" width="100px;" alt="Miguel Krause"/><br /><sub><b>Miguel Krause</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=mk406" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/miraep8"><img src="https://avatars.githubusercontent.com/u/10511777?s=400&u=10a774fd4be767fa3b23a82a98bbfe102c17f0f3&v=4?s=100" width="100px;" alt="Mirae Parker"/><br /><sub><b>Mirae Parker</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=miraep8" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=miraep8" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/MBristle"><img src="https://avatars.githubusercontent.com/MBristle?s=100" width="100px;" alt="Mirko Bristle"/><br /><sub><b>Mirko Bristle</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3AMBristle" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=MBristle" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=MBristle" title="Documentation">📖</a> <a href="https://github.com/sktime/sktime/commits?author=MBristle" title="Tests">⚠️</a></td>
-      <td align="center" valign="top" width="11.11%"><a href="https://mo-saif.github.io/"><img src="https://avatars0.githubusercontent.com/u/27867617?v=4?s=100" width="100px;" alt="Mohammed Saif Kazamel"/><br /><sub><b>Mohammed Saif Kazamel</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3AMo-Saif" title="Bug reports">🐛</a></td>
-      <td align="center" valign="top" width="11.11%"><a href="https://moradabaz.github.io/"><img src="https://avatars.githubusercontent.com/u/29915156?v=4?s=100" width="100px;" alt="Morad :)"/><br /><sub><b>Morad :)</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=moradabaz" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=moradabaz" title="Tests">⚠️</a> <a href="https://github.com/sktime/sktime/commits?author=moradabaz" title="Documentation">📖</a></td>
     </tr>
     <tr>
+      <td align="center" valign="top" width="11.11%"><a href="https://mo-saif.github.io/"><img src="https://avatars0.githubusercontent.com/u/27867617?v=4?s=100" width="100px;" alt="Mohammed Saif Kazamel"/><br /><sub><b>Mohammed Saif Kazamel</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3AMo-Saif" title="Bug reports">🐛</a></td>
+      <td align="center" valign="top" width="11.11%"><a href="https://moradabaz.github.io/"><img src="https://avatars.githubusercontent.com/u/29915156?v=4?s=100" width="100px;" alt="Morad :)"/><br /><sub><b>Morad :)</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=moradabaz" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=moradabaz" title="Tests">⚠️</a> <a href="https://github.com/sktime/sktime/commits?author=moradabaz" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/skinan"><img src="https://avatars.githubusercontent.com/skinan?s=100" width="100px;" alt="Muhammad Sakib Khan Inan"/><br /><sub><b>Muhammad Sakib Khan Inan</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=skinan" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="11.11%"><a href="https://github.com/sky0walker99"><img src="https://avatars.githubusercontent.com/u/106879583?s=96&v=4?s=100" width="100px;" alt="Muhammed Haroon"/><br /><sub><b>Muhammed Haroon</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=sky0walker99" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/Multivin12"><img src="https://avatars3.githubusercontent.com/u/36476633?v=4?s=100" width="100px;" alt="Multivin12"/><br /><sub><b>Multivin12</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=Multivin12" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=Multivin12" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/marcio55afr"><img src="https://avatars.githubusercontent.com/u/42646282?v=4?s=100" width="100px;" alt="Márcio A. Freitas Jr"/><br /><sub><b>Márcio A. Freitas Jr</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=marcio55afr" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/niekvanderlaan"><img src="https://avatars.githubusercontent.com/u/9962825?v=4?s=100" width="100px;" alt="Niek van der Laan"/><br /><sub><b>Niek van der Laan</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=niekvanderlaan" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/Dehelaan"><img src="https://avatars.githubusercontent.com/u/120308161?s=400&v=4?s=100" width="100px;" alt="Nihal Chaudhary"/><br /><sub><b>Nihal Chaudhary</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=Dehelaan" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/ngupta23"><img src="https://avatars0.githubusercontent.com/u/33585645?v=4?s=100" width="100px;" alt="Nikhil Gupta"/><br /><sub><b>Nikhil Gupta</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=ngupta23" title="Code">💻</a> <a href="https://github.com/sktime/sktime/issues?q=author%3Angupta23" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=ngupta23" title="Documentation">📖</a></td>
+    </tr>
+    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://www.linkedin.com/in/nshahpazov/"><img src="https://avatars.githubusercontent.com/nshahpazov?s=100" width="100px;" alt="Nikola Shahpazov"/><br /><sub><b>Nikola Shahpazov</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=nshahpazov" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/nilesh05apr"><img src="https://avatars.githubusercontent.com/u/65773314?v=4?s=100" width="100px;" alt="Nilesh Kumar"/><br /><sub><b>Nilesh Kumar</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=nilesh05apr" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/ninfueng"><img src="https://avatars2.githubusercontent.com/u/28499769?v=4?s=100" width="100px;" alt="Ninnart Fuengfusin"/><br /><sub><b>Ninnart Fuengfusin</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=ninfueng" title="Code">💻</a></td>
-    </tr>
-    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/NoaWegerhoff"><img src="https://avatars.githubusercontent.com/u/37590002?v=4?s=100" width="100px;" alt="Noa Ben Ami"/><br /><sub><b>Noa Ben Ami</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=NoaWegerhoff" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=NoaWegerhoff" title="Tests">⚠️</a> <a href="https://github.com/sktime/sktime/commits?author=NoaWegerhoff" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/shchur"><img src="https://avatars.githubusercontent.com/u/6944857?v=4?s=100" width="100px;" alt="Oleksandr Shchur"/><br /><sub><b>Oleksandr Shchur</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3Ashchur" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=shchur" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/kachayev"><img src="https://avatars.githubusercontent.com/u/485647?v=4?s=100" width="100px;" alt="Oleksii Kachaiev"/><br /><sub><b>Oleksii Kachaiev</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=kachayev" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=kachayev" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/olivermatthews"><img src="https://avatars.githubusercontent.com/u/31141490?v=4?s=100" width="100px;" alt="Oliver Matthews"/><br /><sub><b>Oliver Matthews</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=OliverMatthews" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/prockenschaub"><img src="https://avatars0.githubusercontent.com/u/15381732?v=4?s=100" width="100px;" alt="Patrick Rockenschaub"/><br /><sub><b>Patrick Rockenschaub</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=prockenschaub" title="Code">💻</a> <a href="#design-prockenschaub" title="Design">🎨</a> <a href="#ideas-prockenschaub" title="Ideas, Planning, & Feedback">🤔</a> <a href="https://github.com/sktime/sktime/commits?author=prockenschaub" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="11.11%"><a href="http://www2.informatik.hu-berlin.de/~schaefpa/"><img src="https://avatars0.githubusercontent.com/u/7783034?v=4?s=100" width="100px;" alt="Patrick Schäfer"/><br /><sub><b>Patrick Schäfer</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=patrickzib" title="Code">💻</a> <a href="#tutorial-patrickzib" title="Tutorials">✅</a></td>
+    </tr>
+    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://ber.gp"><img src="https://avatars1.githubusercontent.com/u/9824244?v=4?s=100" width="100px;" alt="Paul"/><br /><sub><b>Paul</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=Pangoraw" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://www.linkedin.com/in/paulyim97/"><img src="https://avatars.githubusercontent.com/pyyim?s=100" width="100px;" alt="Paul Yim"/><br /><sub><b>Paul Yim</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=pyyim" title="Code">💻</a> <a href="#example-pyyim" title="Examples">💡</a> <a href="https://github.com/sktime/sktime/commits?author=pyyim" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://www.imes.uni-hannover.de/de/institut/team/m-sc-karl-philipp-kortmann/"><img src="https://avatars.githubusercontent.com/u/20466981?v=4?s=100" width="100px;" alt="Philipp Kortmann"/><br /><sub><b>Philipp Kortmann</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=MrPr3ntice" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=MrPr3ntice" title="Documentation">📖</a></td>
-    </tr>
-    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/Piyush1729"><img src="https://avatars2.githubusercontent.com/u/64950012?v=4?s=100" width="100px;" alt="Piyush Gade"/><br /><sub><b>Piyush Gade</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=Piyush1729" title="Code">💻</a> <a href="https://github.com/sktime/sktime/pulls?q=is%3Apr+reviewed-by%3APiyush1729" title="Reviewed Pull Requests">👀</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/rahulporuri"><img src="https://avatars.githubusercontent.com/u/1926457?v=4?s=100" width="100px;" alt="Poruri Sai Rahul"/><br /><sub><b>Poruri Sai Rahul</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=rahulporuri" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://www.linkedin.com/in/pranav-prajapati-a5b413226/"><img src="https://avatars.githubusercontent.com/u/94780581?v=4?s=100" width="100px;" alt="Pranav Prajapati"/><br /><sub><b>Pranav Prajapati</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=pranavvp16" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=pranavvp16" title="Tests">⚠️</a> <a href="https://github.com/sktime/sktime/issues?q=author%3Apranavvp16" title="Bug reports">🐛</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/PranavBhatP"><img src="https://avatars.githubusercontent.com/PranavBhatP?s=100" width="100px;" alt="PranavBhatP"/><br /><sub><b>PranavBhatP</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=PranavBhatP" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/Prtm2110"><img src="https://avatars.githubusercontent.com/u/139000226?s=400&u=a2ef29514ad2780d1263ba9d724898132c8d18fb&v=4?s=100" width="100px;" alt="Pratham Hole"/><br /><sub><b>Pratham Hole</b></sub></a><br /><a href="#maintenance-Prtm2110" title="Maintenance">🚧</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/pul95"><img src="https://avatars.githubusercontent.com/pul95?s=100" width="100px;" alt="Pulkit Verma"/><br /><sub><b>Pulkit Verma</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=pul95" title="Documentation">📖</a></td>
+    </tr>
+    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/Quaterion"><img src="https://avatars2.githubusercontent.com/u/23200273?v=4?s=100" width="100px;" alt="Quaterion"/><br /><sub><b>Quaterion</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3AQuaterion" title="Bug reports">🐛</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/rakshitha123"><img src="https://avatars.githubusercontent.com/u/7654679?v=4?s=100" width="100px;" alt="Rakshitha Godahewa"/><br /><sub><b>Rakshitha Godahewa</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=rakshitha123" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=rakshitha123" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/Ram0nB"><img src="https://avatars.githubusercontent.com/u/45173421?s=100" width="100px;" alt="Ramon Bussing"/><br /><sub><b>Ramon Bussing</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=Ram0nB" title="Documentation">📖</a> <a href="https://github.com/sktime/sktime/commits?author=Ram0nB" title="Code">💻</a> <a href="https://github.com/sktime/sktime/issues?q=author%3ARam0nB" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=Ram0nB" title="Tests">⚠️</a></td>
-    </tr>
-    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/RavenRudi"><img src="https://avatars.githubusercontent.com/u/46402968?v=4?s=100" width="100px;" alt="RavenRudi"/><br /><sub><b>RavenRudi</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=RavenRudi" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/wolph"><img src="?s=100" width="100px;" alt="Rick van Hattem"/><br /><sub><b>Rick van Hattem</b></sub></a><br /><a href="#infra-wolph" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/RigvedManoj"><img src="https://avatars.githubusercontent.com/u/28307990?v=4?s=100" width="100px;" alt="Rigved Manoj"/><br /><sub><b>Rigved Manoj</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=RigvedManoj" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/Ris-Bali"><img src="https://avatars.githubusercontent.com/u/81592570?v=4?s=100" width="100px;" alt="Rishabh Bali"/><br /><sub><b>Rishabh Bali</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=Ris-Bali" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/VectorNd"><img src="https://avatars.githubusercontent.com/u/111004091?v=4?s=100" width="100px;" alt="Rishabh Kamboj"/><br /><sub><b>Rishabh Kamboj</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=VectorNd" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/RishiKumarRay"><img src="https://avatars.githubusercontent.com/u/87641376?v=4?s=100" width="100px;" alt="Rishi Kumar Ray"/><br /><sub><b>Rishi Kumar Ray</b></sub></a><br /><a href="#infra-RishiKumarRay" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a></td>
+    </tr>
+    <tr>
       <td align="center" valign="top" width="11.11%"><img src="https://avatars.githubusercontent.com/u/55790848?v=4?s=100" width="100px;" alt="Riya Elizabeth John"/><br /><sub><b>Riya Elizabeth John</b></sub><br /><a href="https://github.com/sktime/sktime/commits?author=Riyabelle25" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/Riyabelle25"><img src="https://avatars.githubusercontent.com/u/55790848?v=4?s=100" width="100px;" alt="Riya Elizabeth John"/><br /><sub><b>Riya Elizabeth John</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=Riyabelle25" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=Riyabelle25" title="Tests">⚠️</a> <a href="https://github.com/sktime/sktime/commits?author=Riyabelle25" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://linkedin.com/in/robert-kuebler"><img src="https://avatars.githubusercontent.com/u/932327?v=4?s=100" width="100px;" alt="Robert Kübler"/><br /><sub><b>Robert Kübler</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3AGarve" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=Garve" title="Code">💻</a></td>
-    </tr>
-    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://www.linkedin.com/in/romanlutz/"><img src="https://avatars.githubusercontent.com/u/10245648?v=4?s=100" width="100px;" alt="Roman Lutz"/><br /><sub><b>Roman Lutz</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=romanlutz" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/ronnie-llamado"><img src="https://avatars.githubusercontent.com/ronnie-llamado?s=100" width="100px;" alt="Ronnie Llamado"/><br /><sub><b>Ronnie Llamado</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=ronnie-llamado" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/rnkuhns"><img src="https://avatars0.githubusercontent.com/u/26907244?v=4?s=100" width="100px;" alt="Ryan Kuhns"/><br /><sub><b>Ryan Kuhns</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=RNKuhns" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=RNKuhns" title="Documentation">📖</a> <a href="#tutorial-RNKuhns" title="Tutorials">✅</a> <a href="#example-RNKuhns" title="Examples">💡</a> <a href="#ideas-RNKuhns" title="Ideas, Planning, & Feedback">🤔</a> <a href="https://github.com/sktime/sktime/pulls?q=is%3Apr+reviewed-by%3ARNKuhns" title="Reviewed Pull Requests">👀</a> <a href="https://github.com/sktime/sktime/commits?author=RNKuhns" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/achieveordie"><img src="https://avatars.githubusercontent.com/u/54197164?v=4?s=100" width="100px;" alt="Sagar Mishra"/><br /><sub><b>Sagar Mishra</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3Aachieveordie" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=achieveordie" title="Code">💻</a> <a href="#ideas-achieveordie" title="Ideas, Planning, & Feedback">🤔</a> <a href="#projectManagement-achieveordie" title="Project Management">📆</a> <a href="https://github.com/sktime/sktime/commits?author=achieveordie" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/SaiRevanth25"><img src="https://avatars.githubusercontent.com/SaiRevanth25?s=100" width="100px;" alt="Sai Revanth Gowravajhala"/><br /><sub><b>Sai Revanth Gowravajhala</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=SaiRevanth25" title="Code">💻</a> <a href="https://github.com/sktime/sktime/issues?q=author%3ASaiRevanth25" title="Bug reports">🐛</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://sajay.online"><img src="https://avatars2.githubusercontent.com/u/25329624?v=4?s=100" width="100px;" alt="Sajaysurya Ganesh"/><br /><sub><b>Sajaysurya Ganesh</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=sajaysurya" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=sajaysurya" title="Documentation">📖</a> <a href="#design-sajaysurya" title="Design">🎨</a> <a href="#example-sajaysurya" title="Examples">💡</a> <a href="#ideas-sajaysurya" title="Ideas, Planning, & Feedback">🤔</a> <a href="https://github.com/sktime/sktime/commits?author=sajaysurya" title="Tests">⚠️</a> <a href="#tutorial-sajaysurya" title="Tutorials">✅</a></td>
+    </tr>
+    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/SamiAlavi"><img src="https://avatars.githubusercontent.com/u/32700289?v=4?s=100" width="100px;" alt="Sami Alavi"/><br /><sub><b>Sami Alavi</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=SamiAlavi" title="Code">💻</a> <a href="#maintenance-SamiAlavi" title="Maintenance">🚧</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/SamruddhiNavale"><img src="https://avatars.githubusercontent.com/u/86359115?v=4?s=100" width="100px;" alt="Samruddhi Navale"/><br /><sub><b>Samruddhi Navale</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=SamruddhiNavale" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/sanjayk0508"><img src="https://avatars.githubusercontent.com/u/102804548?v=4?s=100" width="100px;" alt="Sanjay Kumar"/><br /><sub><b>Sanjay Kumar</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=sanjayk0508" title="Tests">⚠️</a></td>
-    </tr>
-    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/deysanjeeb"><img src="https://avatars.githubusercontent.com/u/39940629?v=4?s=100" width="100px;" alt="Sanjeeb Dey"/><br /><sub><b>Sanjeeb Dey</b></sub></a><br /><a href="#maintenance-deysanjeeb" title="Maintenance">🚧</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/sssilvar"><img src="https://avatars.githubusercontent.com/u/16252054?v=4?s=100" width="100px;" alt="Santiago Smith Silva"/><br /><sub><b>Santiago Smith Silva</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=sssilvar" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/Saptarshi-Bandopadhyay"><img src="https://avatars.githubusercontent.com/u/88289395?v=4?s=100" width="100px;" alt="Saptarshi Bandopadhyay"/><br /><sub><b>Saptarshi Bandopadhyay</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=Saptarshi-Bandopadhyay" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/Saransh-cpp"><img src="https://avatars.githubusercontent.com/u/74055102?v=4?s=100" width="100px;" alt="Saransh Chopra"/><br /><sub><b>Saransh Chopra</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=Saransh-cpp" title="Documentation">📖</a> <a href="#infra-Saransh-cpp" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/satvshr"><img src="https://avatars.githubusercontent.com/u/112589278?s=100" width="100px;" alt="Satvik Mishra"/><br /><sub><b>Satvik Mishra</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=satvshr" title="Code">💻</a> <a href="https://github.com/sktime/sktime/issues?q=author%3Asatvshr" title="Bug reports">🐛</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://www.linkedin.com/in/satya-pattnaik-77a430144/"><img src="https://avatars.githubusercontent.com/u/22102468?v=4?s=100" width="100px;" alt="Satya Prakash Pattnaik"/><br /><sub><b>Satya Prakash Pattnaik</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=satya-pattnaik" title="Documentation">📖</a></td>
+    </tr>
+    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/dasgupsa"><img src="https://avatars2.githubusercontent.com/u/10398956?v=4?s=100" width="100px;" alt="Saurabh Dasgupta"/><br /><sub><b>Saurabh Dasgupta</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=dasgupsa" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/SebasKoel"><img src="https://avatars3.githubusercontent.com/u/66252156?v=4?s=100" width="100px;" alt="Sebastiaan Koel"/><br /><sub><b>Sebastiaan Koel</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=SebasKoel" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=SebasKoel" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/shagn"><img src="https://avatars.githubusercontent.com/u/16029092?v=4?s=100" width="100px;" alt="Sebastian Hagn"/><br /><sub><b>Sebastian Hagn</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=shagn" title="Documentation">📖</a></td>
-    </tr>
-    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/bastisar"><img src="https://avatars.githubusercontent.com/u/142449680?v=4?s=100" width="100px;" alt="Sebastian Hien"/><br /><sub><b>Sebastian Hien</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=bastisar" title="Code">💻</a> <a href="https://github.com/sktime/sktime/issues?q=author%3Abastisar" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=bastisar" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/ShivamPathak99"><img src="https://avatars.githubusercontent.com/u/98941325?s=400&v=4?s=100" width="100px;" alt="Shivam Pathak"/><br /><sub><b>Shivam Pathak</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=ShivamPathak99" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/ShivamJ07"><img src="https://avatars.githubusercontent.com/ShivamJ07?s=100" width="100px;" alt="Shivam Singal"/><br /><sub><b>Shivam Singal</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3AShivamJ07" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=ShivamJ07" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/AurumnPegasus"><img src="https://avatars.githubusercontent.com/u/54315149?v=4?s=100" width="100px;" alt="Shivansh Subramanian"/><br /><sub><b>Shivansh Subramanian</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=AurumnPegasus" title="Documentation">📖</a> <a href="https://github.com/sktime/sktime/commits?author=AurumnPegasus" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><img src="https://gravatar.com/avatar/cbdbaac712ae282d730cd3028e862d45?s=400&d=robohash&r=x?s=100" width="100px;" alt="Shlok Sabarwal"/><br /><sub><b>Shlok Sabarwal</b></sub><br /><a href="https://github.com/sktime/sktime/commits?author=ssabarwal" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/b9junkers"><img src="https://avatars.githubusercontent.com/u/54496663?v=4?s=100" width="100px;" alt="Shounak Shirodkar"/><br /><sub><b>Shounak Shirodkar</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=b9junkers" title="Documentation">📖</a></td>
+    </tr>
+    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/ShreeshaM07"><img src="https://avatars.githubusercontent.com/u/120820143?s=400&v=4?s=100" width="100px;" alt="Shreesha M"/><br /><sub><b>Shreesha M</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3AShreeshaM07" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=ShreeshaM07" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=ShreeshaM07" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/sbuse"><img src="https://avatars.githubusercontent.com/u/24408707?v=4?s=100" width="100px;" alt="Simon B."/><br /><sub><b>Simon B.</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=sbuse" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/slavik57"><img src="https://avatars.githubusercontent.com/u/6184997?v=4?s=100" width="100px;" alt="Slava Shpitalny"/><br /><sub><b>Slava Shpitalny</b></sub></a><br /><a href="#maintenance-slavik57" title="Maintenance">🚧</a></td>
-    </tr>
-    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/Sohaib-Ahmed21"><img src="https://avatars.githubusercontent.com/Sohaib-Ahmed21?s=100" width="100px;" alt="Sohaib Ahmed"/><br /><sub><b>Sohaib Ahmed</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=Sohaib-Ahmed21" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://www.linkedin.com/in/solomon-botchway-a1383821b/"><img src="https://avatars.githubusercontent.com/u/62394255?v=4?s=100" width="100px;" alt="Solomon Botchway"/><br /><sub><b>Solomon Botchway</b></sub></a><br /><a href="#maintenance-snnbotchway" title="Maintenance">🚧</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/khrapovs"><img src="https://avatars.githubusercontent.com/u/3774663?v=4?s=100" width="100px;" alt="Stanislav Khrapov"/><br /><sub><b>Stanislav Khrapov</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=khrapovs" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/steenrotsman"><img src="https://avatars.githubusercontent.com/u/78110080?s=400&v=4?s=100" width="100px;" alt="Stijn J. Rotman"/><br /><sub><b>Stijn J. Rotman</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=steenrotsman" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=steenrotsman" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/SveaMeyer13"><img src="https://avatars.githubusercontent.com/u/46671894?v=4?s=100" width="100px;" alt="Svea Marie Meyer"/><br /><sub><b>Svea Marie Meyer</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=SveaMeyer13" title="Documentation">📖</a> <a href="https://github.com/sktime/sktime/commits?author=SveaMeyer13" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/TNTran92"><img src="https://avatars.githubusercontent.com/u/55965636?v=4?s=100" width="100px;" alt="TNTran92"/><br /><sub><b>TNTran92</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=TNTran92" title="Code">💻</a></td>
+    </tr>
+    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/Taise228"><img src="https://avatars.githubusercontent.com/u/95762401?s=400&v=4?s=100" width="100px;" alt="Taisei Yamamoto"/><br /><sub><b>Taisei Yamamoto</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=Taise228" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://thayeylolu.github.io/portfolio/"><img src="https://avatars.githubusercontent.com/u/13348874?v=4?s=100" width="100px;" alt="Taiwo Owoseni"/><br /><sub><b>Taiwo Owoseni</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=thayeylolu" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/tanvincible"><img src="https://avatars.githubusercontent.com/tanvincible?s=100" width="100px;" alt="Tanvi Pooranmal Meena"/><br /><sub><b>Tanvi Pooranmal Meena</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=tanvincible" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=tanvincible" title="Documentation">📖</a></td>
-    </tr>
-    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/lnthach"><img src="https://avatars0.githubusercontent.com/u/7788363?v=4?s=100" width="100px;" alt="Thach Le Nguyen"/><br /><sub><b>Thach Le Nguyen</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=lnthach" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=lnthach" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/mathco-wf"><img src="https://avatars.githubusercontent.com/mathco-wf?s=100" width="100px;" alt="TheMathcompay Widget Factory Team"/><br /><sub><b>TheMathcompay Widget Factory Team</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=mathco-wf" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/tombh"><img src="https://avatars.githubusercontent.com/u/160835?s=80&v=4?s=100" width="100px;" alt="Thomas Buckley-Houston"/><br /><sub><b>Thomas Buckley-Houston</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3Atombh" title="Bug reports">🐛</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/xxl4tomxu98"><img src="https://avatars.githubusercontent.com/u/62292177?s=40&v=4?s=100" width="100px;" alt="Tom Xu"/><br /><sub><b>Tom Xu</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=xxl4tomxu98" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=xxl4tomxu98" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/tpvasconcelos"><img src="https://avatars.githubusercontent.com/u/17701527?v=4?s=100" width="100px;" alt="Tomas P. de Vasconcelos"/><br /><sub><b>Tomas P. de Vasconcelos</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3Atpvasconcelos" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=tpvasconcelos" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/tch"><img src="https://avatars3.githubusercontent.com/u/184076?v=4?s=100" width="100px;" alt="Tomasz Chodakowski"/><br /><sub><b>Tomasz Chodakowski</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=tch" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=tch" title="Documentation">📖</a> <a href="https://github.com/sktime/sktime/issues?q=author%3Atch" title="Bug reports">🐛</a></td>
+    </tr>
+    <tr>
       <td align="center" valign="top" width="11.11%"><a href="http://www.timeseriesclassification.com"><img src="https://avatars1.githubusercontent.com/u/9594042?v=4?s=100" width="100px;" alt="Tony Bagnall"/><br /><sub><b>Tony Bagnall</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=TonyBagnall" title="Code">💻</a> <a href="#business-TonyBagnall" title="Business development">💼</a> <a href="https://github.com/sktime/sktime/commits?author=TonyBagnall" title="Documentation">📖</a> <a href="#design-TonyBagnall" title="Design">🎨</a> <a href="#eventOrganizing-TonyBagnall" title="Event Organizing">📋</a> <a href="#fundingFinding-TonyBagnall" title="Funding Finding">🔍</a> <a href="#ideas-TonyBagnall" title="Ideas, Planning, & Feedback">🤔</a> <a href="#projectManagement-TonyBagnall" title="Project Management">📆</a> <a href="#question-TonyBagnall" title="Answering Questions">💬</a> <a href="https://github.com/sktime/sktime/pulls?q=is%3Apr+reviewed-by%3ATonyBagnall" title="Reviewed Pull Requests">👀</a> <a href="#talk-TonyBagnall" title="Talks">📢</a> <a href="#data-TonyBagnall" title="Data">🔣</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/onyekaugochukwu"><img src="https://avatars.githubusercontent.com/u/92909501?v=4?s=100" width="100px;" alt="Ugochukwu Onyeka"/><br /><sub><b>Ugochukwu Onyeka</b></sub></a><br /><a href="#business-onyekaugochukwu" title="Business development">💼</a> <a href="https://github.com/sktime/sktime/commits?author=onyekaugochukwu" title="Documentation">📖</a> <a href="#ideas-onyekaugochukwu" title="Ideas, Planning, & Feedback">🤔</a> <a href="#mentoring-onyekaugochukwu" title="Mentoring">🧑‍🏫</a> <a href="#projectManagement-onyekaugochukwu" title="Project Management">📆</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/Utkarsh-Aggarwal"><img src="https://avatars.githubusercontent.com/Utkarsh-Aggarwal?s=100" width="100px;" alt="Utkarsh Aggarwal"/><br /><sub><b>Utkarsh Aggarwal</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=Utkarsh-Aggarwal" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=Utkarsh-Aggarwal" title="Documentation">📖</a> <a href="https://github.com/sktime/sktime/issues?q=author%3AUtkarsh-Aggarwal" title="Bug reports">🐛</a></td>
-    </tr>
-    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/utsavcoding"><img src="https://avatars3.githubusercontent.com/u/55446385?v=4?s=100" width="100px;" alt="Utsav Kumar Tiwari"/><br /><sub><b>Utsav Kumar Tiwari</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=utsavcoding" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=utsavcoding" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/vagechirkov"><img src="https://avatars.githubusercontent.com/vagechirkov?s=100" width="100px;" alt="Valerii Chirkov"/><br /><sub><b>Valerii Chirkov</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=vagechirkov" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=vagechirkov" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/vandit98"><img src="https://avatars.githubusercontent.com/u/91458535?v=4?s=100" width="100px;" alt="Vandit Tyagi"/><br /><sub><b>Vandit Tyagi</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=vandit98" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/Vasudeva-bit"><img src="https://avatars.githubusercontent.com/u/70791259?v=4?s=100" width="100px;" alt="Vasudeva Kilaru"/><br /><sub><b>Vasudeva Kilaru</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=Vasudeva-bit" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=Vasudeva-bit" title="Documentation">📖</a></td>
-      <td align="center" valign="top" width="11.11%"><a href="https://github.com/vedantag17"><img src="https://avatars.githubusercontent.com/u/118207011?v=4?s=100" width="100px;" alt="Vedant Agrawal"/><br /><sub><b>Vedant Agrawal</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=vedantag17" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="11.11%"><a href="https://github.com/vedantag17"><img src="https://avatars.githubusercontent.com/u/118207011?v=4?s=100" width="100px;" alt="Vedant Agrawal"/><br /><sub><b>Vedant Agrawal</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=vedantag17" title="Documentation">📖</a> <a href="https://github.com/sktime/sktime/commits?author=vedantag17" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/jgyfutub"><img src="https://avatars.githubusercontent.com/u/97391064?s=400&v=4?s=100" width="100px;" alt="Vedant Pandey"/><br /><sub><b>Vedant Pandey</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=jgyfutub" title="Code">💻</a></td>
+    </tr>
+    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/VjayRam"><img src="https://avatars.githubusercontent.com/u/76694566?v=4?s=100" width="100px;" alt="Vijay Ram Enaganti"/><br /><sub><b>Vijay Ram Enaganti</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=VjayRam" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/victordremov"><img src="https://avatars.githubusercontent.com/u/32140716?s=100" width="100px;" alt="Viktor Dremov"/><br /><sub><b>Viktor Dremov</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=victordremov" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/ViktorKaz"><img src="https://avatars0.githubusercontent.com/u/33499138?v=4?s=100" width="100px;" alt="ViktorKaz"/><br /><sub><b>ViktorKaz</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=ViktorKaz" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=ViktorKaz" title="Documentation">📖</a> <a href="#design-ViktorKaz" title="Design">🎨</a></td>
-    </tr>
-    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/vnicholson1"><img src="?s=100" width="100px;" alt="Vincent Nicholson"/><br /><sub><b>Vincent Nicholson</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=vnicholson1" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/VyomkeshVyas"><img src="?s=100" width="100px;" alt="Vyomkesh Vyas"/><br /><sub><b>Vyomkesh Vyas</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=VyomkeshVyas" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=VyomkeshVyas" title="Documentation">📖</a> <a href="#example-VyomkeshVyas" title="Examples">💡</a> <a href="https://github.com/sktime/sktime/commits?author=VyomkeshVyas" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/wayneadams"><img src="https://avatars.githubusercontent.com/u/15034841?s=400&u=d717e9945910bcc844c5e64cd56d570c6cc4e8e6&v=4?s=100" width="100px;" alt="Wayne Adams"/><br /><sub><b>Wayne Adams</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=wayneadams" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/fr1ll"><img src="https://avatars.githubusercontent.com/u/29168593?v=4?s=100" width="100px;" alt="Will Sanger"/><br /><sub><b>Will Sanger</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=fr1ll" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=fr1ll" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://www.linkedin.com/in/templierw/"><img src="https://github.com/templierw.png?s=100" width="100px;" alt="William Templier"/><br /><sub><b>William Templier</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=templierw" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/magittan"><img src="https://avatars0.githubusercontent.com/u/14024202?v=4?s=100" width="100px;" alt="William Zheng"/><br /><sub><b>William Zheng</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=magittan" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=magittan" title="Tests">⚠️</a></td>
+    </tr>
+    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/wirrywoo"><img src="https://avatars.githubusercontent.com/u/148647848?v=4?s=100?s=100" width="100px;" alt="Wilson Cheung"/><br /><sub><b>Wilson Cheung</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=wirrywoo" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=wirrywoo" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/wpdonders"><img src="https://avatars.githubusercontent.com/u/1868824?v=4?s=100?s=100" width="100px;" alt="Wouter Donders"/><br /><sub><b>Wouter Donders</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=wpdonders" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=wpdonders" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/XinyuWuu"><img src="https://avatars.githubusercontent.com/u/57612792?v=4?s=100" width="100px;" alt="Xinyu Wu"/><br /><sub><b>Xinyu Wu</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3AXinyuWuu" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=XinyuWuu" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=XinyuWuu" title="Tests">⚠️</a></td>
-    </tr>
-    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/yairbeer"><img src="https://avatars.githubusercontent.com/yairbeer?s=100" width="100px;" alt="Yair Beer"/><br /><sub><b>Yair Beer</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=yairbeer" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://www.linkedin.com/in/yann-hallouard/"><img src="https://avatars.githubusercontent.com/YHallouard?s=100" width="100px;" alt="Yann Hallouard"/><br /><sub><b>Yann Hallouard</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=YHallouard" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=YHallouard" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/MEMEO-PRO"><img src="https://avatars.githubusercontent.com/memeo-pro?s=100" width="100px;" alt="Yash Edake"/><br /><sub><b>Yash Edake</b></sub></a><br /><a href="#maintenance-memeo-pro" title="Maintenance">🚧</a> <a href="https://github.com/sktime/sktime/issues?q=author%3Amemeo-pro" title="Bug reports">🐛</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/YashKhare20"><img src="https://avatars.githubusercontent.com/u/92680366?s=400?s=100" width="100px;" alt="Yash Khare"/><br /><sub><b>Yash Khare</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=YashKhare20" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=YashKhare20" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/yashlamba"><img src="https://avatars.githubusercontent.com/u/44164398?v=4?s=100" width="100px;" alt="Yash Lamba"/><br /><sub><b>Yash Lamba</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=yashlamba" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/xuyxu"><img src="https://avatars2.githubusercontent.com/u/22359569?v=4?s=100" width="100px;" alt="Yi-Xuan Xu"/><br /><sub><b>Yi-Xuan Xu</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=xuyxu" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=xuyxu" title="Tests">⚠️</a> <a href="#maintenance-xuyxu" title="Maintenance">🚧</a> <a href="https://github.com/sktime/sktime/commits?author=xuyxu" title="Documentation">📖</a></td>
+    </tr>
+    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/y-mx"><img src="https://avatars.githubusercontent.com/y-mx?s=100" width="100px;" alt="Yimeng Xie"/><br /><sub><b>Yimeng Xie</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=y-mx" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/sz85512678"><img src="https://avatars.githubusercontent.com/sz85512678?s=100" width="100px;" alt="Zhen Shao"/><br /><sub><b>Zhen Shao</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=sz85512678" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/ZiyaoWei"><img src="https://avatars.githubusercontent.com/u/940823?v=4?s=100" width="100px;" alt="Ziyao Wei"/><br /><sub><b>Ziyao Wei</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=ZiyaoWei" title="Code">💻</a></td>
-    </tr>
-    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/aa25desh"><img src="https://avatars1.githubusercontent.com/u/29518290?v=4?s=100" width="100px;" alt="aa25desh"/><br /><sub><b>aa25desh</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=aa25desh" title="Code">💻</a> <a href="https://github.com/sktime/sktime/issues?q=author%3Aaa25desh" title="Bug reports">🐛</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/abandus"><img src="https://avatars2.githubusercontent.com/u/46486474?v=4?s=100" width="100px;" alt="abandus"/><br /><sub><b>abandus</b></sub></a><br /><a href="#ideas-abandus" title="Ideas, Planning, & Feedback">🤔</a> <a href="https://github.com/sktime/sktime/commits?author=abandus" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/adoherty21"><img src="https://avatars.githubusercontent.com/u/52799751?s=400&v=4?s=100" width="100px;" alt="adoherty21"/><br /><sub><b>adoherty21</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3Aadoherty21" title="Bug reports">🐛</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/bethrice44"><img src="https://avatars.githubusercontent.com/u/11226988?v=4?s=100" width="100px;" alt="bethrice44"/><br /><sub><b>bethrice44</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3Abethrice44" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=bethrice44" title="Code">💻</a> <a href="https://github.com/sktime/sktime/pulls?q=is%3Apr+reviewed-by%3Abethrice44" title="Reviewed Pull Requests">👀</a> <a href="https://github.com/sktime/sktime/commits?author=bethrice44" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/big-o"><img src="https://avatars1.githubusercontent.com/u/1134151?v=4?s=100" width="100px;" alt="big-o"/><br /><sub><b>big-o</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=big-o" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=big-o" title="Tests">⚠️</a> <a href="#design-big-o" title="Design">🎨</a> <a href="#ideas-big-o" title="Ideas, Planning, & Feedback">🤔</a> <a href="https://github.com/sktime/sktime/pulls?q=is%3Apr+reviewed-by%3Abig-o" title="Reviewed Pull Requests">👀</a> <a href="#tutorial-big-o" title="Tutorials">✅</a> <a href="#mentoring-big-o" title="Mentoring">🧑‍🏫</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/bobbys-dev"><img src="https://avatars.githubusercontent.com/bobbys-dev?s=100" width="100px;" alt="bobbys"/><br /><sub><b>bobbys</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=bobbys-dev" title="Code">💻</a></td>
+    </tr>
+    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/brettkoonce"><img src="https://avatars2.githubusercontent.com/u/11281814?v=4?s=100" width="100px;" alt="brett koonce"/><br /><sub><b>brett koonce</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=brettkoonce" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/btrtts"><img src="https://avatars3.githubusercontent.com/u/66252156?v=4?s=100" width="100px;" alt="btrtts"/><br /><sub><b>btrtts</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=btrtts" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/chizzi25"><img src="https://avatars3.githubusercontent.com/u/67911243?v=4?s=100" width="100px;" alt="chizzi25"/><br /><sub><b>chizzi25</b></sub></a><br /><a href="#blog-chizzi25" title="Blogposts">📝</a></td>
-    </tr>
-    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/chrisholder"><img src="https://avatars.githubusercontent.com/u/4674372?v=4?s=100" width="100px;" alt="chrisholder"/><br /><sub><b>chrisholder</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=chrisholder" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=chrisholder" title="Tests">⚠️</a> <a href="https://github.com/sktime/sktime/commits?author=chrisholder" title="Documentation">📖</a> <a href="#design-chrisholder" title="Design">🎨</a> <a href="#example-chrisholder" title="Examples">💡</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/morestart"><img src="https://avatars.githubusercontent.com/u/35556811?s=100" width="100px;" alt="ctl"/><br /><sub><b>ctl</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3Amorestart" title="Bug reports">🐛</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/danbartl"><img src="https://avatars.githubusercontent.com/u/19947407?v=4?s=100" width="100px;" alt="danbartl"/><br /><sub><b>danbartl</b></sub></a><br /><a href="https://github.com/sktime/sktime/issues?q=author%3Adanbartl" title="Bug reports">🐛</a> <a href="https://github.com/sktime/sktime/commits?author=danbartl" title="Code">💻</a> <a href="https://github.com/sktime/sktime/pulls?q=is%3Apr+reviewed-by%3Adanbartl" title="Reviewed Pull Requests">👀</a> <a href="#talk-danbartl" title="Talks">📢</a> <a href="https://github.com/sktime/sktime/commits?author=danbartl" title="Tests">⚠️</a> <a href="#tutorial-danbartl" title="Tutorials">✅</a> <a href="#video-danbartl" title="Videos">📹</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/hamzahiqb"><img src="https://avatars3.githubusercontent.com/u/10302415?v=4?s=100" width="100px;" alt="hamzahiqb"/><br /><sub><b>hamzahiqb</b></sub></a><br /><a href="#infra-hamzahiqb" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/hiqbal2"><img src="https://avatars3.githubusercontent.com/u/10302415?v=4?s=100" width="100px;" alt="hiqbal2"/><br /><sub><b>hiqbal2</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=hiqbal2" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/jesellier"><img src="https://avatars0.githubusercontent.com/u/51952076?v=4?s=100" width="100px;" alt="jesellier"/><br /><sub><b>jesellier</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=jesellier" title="Code">💻</a></td>
+    </tr>
+    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/jschemm"><img src="https://avatars.githubusercontent.com/u/81151346?v=4?s=100" width="100px;" alt="jschemm"/><br /><sub><b>jschemm</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=jschemm" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/kkoziara"><img src="https://avatars1.githubusercontent.com/u/4346849?v=4?s=100" width="100px;" alt="kkoziara"/><br /><sub><b>kkoziara</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=kkoziara" title="Code">💻</a> <a href="https://github.com/sktime/sktime/issues?q=author%3Akkoziara" title="Bug reports">🐛</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/matteogales"><img src="https://avatars0.githubusercontent.com/u/9269326?v=4?s=100" width="100px;" alt="matteogales"/><br /><sub><b>matteogales</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=matteogales" title="Code">💻</a> <a href="#design-matteogales" title="Design">🎨</a> <a href="#ideas-matteogales" title="Ideas, Planning, & Feedback">🤔</a></td>
-    </tr>
-    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/oleskiewicz"><img src="https://avatars1.githubusercontent.com/u/5682158?v=4?s=100" width="100px;" alt="oleskiewicz"/><br /><sub><b>oleskiewicz</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=oleskiewicz" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=oleskiewicz" title="Documentation">📖</a> <a href="https://github.com/sktime/sktime/commits?author=oleskiewicz" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/pabworks"><img src="https://avatars.githubusercontent.com/u/32725127?v=4?s=100" width="100px;" alt="pabworks"/><br /><sub><b>pabworks</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=pabworks" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=pabworks" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/xloem"><img src="?s=100" width="100px;" alt="patiently pending world peace"/><br /><sub><b>patiently pending world peace</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=xloem" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/raishubham1"><img src="https://avatars3.githubusercontent.com/u/29356417?v=4?s=100" width="100px;" alt="raishubham1"/><br /><sub><b>raishubham1</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=raishubham1" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/simone-pignotti"><img src="https://avatars1.githubusercontent.com/u/44410066?v=4?s=100" width="100px;" alt="simone-pignotti"/><br /><sub><b>simone-pignotti</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=simone-pignotti" title="Code">💻</a> <a href="https://github.com/sktime/sktime/issues?q=author%3Asimone-pignotti" title="Bug reports">🐛</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/sophijka"><img src="https://avatars2.githubusercontent.com/u/47450591?v=4?s=100" width="100px;" alt="sophijka"/><br /><sub><b>sophijka</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=sophijka" title="Documentation">📖</a> <a href="#maintenance-sophijka" title="Maintenance">🚧</a></td>
+    </tr>
+    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/sri1419"><img src="https://avatars2.githubusercontent.com/u/65078278?v=4?s=100" width="100px;" alt="sri1419"/><br /><sub><b>sri1419</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=sri1419" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/tensorflow-as-tf"><img src="https://avatars.githubusercontent.com/u/51345718?v=4?s=100" width="100px;" alt="tensorflow-as-tf"/><br /><sub><b>tensorflow-as-tf</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=tensorflow-as-tf" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/vedazeren"><img src="https://avatars3.githubusercontent.com/u/63582874?v=4?s=100" width="100px;" alt="vedazeren"/><br /><sub><b>vedazeren</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=vedazeren" title="Code">💻</a> <a href="https://github.com/sktime/sktime/commits?author=vedazeren" title="Tests">⚠️</a></td>
-    </tr>
-    <tr>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/vincent-nich12"><img src="https://avatars3.githubusercontent.com/u/36476633?v=4?s=100" width="100px;" alt="vincent-nich12"/><br /><sub><b>vincent-nich12</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=vincent-nich12" title="Code">💻</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/vollmersj"><img src="https://avatars2.githubusercontent.com/u/12613127?v=4?s=100" width="100px;" alt="vollmersj"/><br /><sub><b>vollmersj</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=vollmersj" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="11.11%"><a href="https://github.com/xiaobenbenecho"><img src="https://avatars.githubusercontent.com/u/17461849?v=4?s=100" width="100px;" alt="xiaobenbenecho"/><br /><sub><b>xiaobenbenecho</b></sub></a><br /><a href="https://github.com/sktime/sktime/commits?author=xiaobenbenecho" title="Code">💻</a></td>
diff --git a/sktime/forecasting/base/adapters/_darts.py b/sktime/forecasting/base/adapters/_darts.py
index 4776bb604..73c2153ac 100644
--- a/sktime/forecasting/base/adapters/_darts.py
+++ b/sktime/forecasting/base/adapters/_darts.py
@@ -114,7 +114,7 @@ class _DartsRegressionAdapter(BaseForecaster):
         "authors": ["yarnabrina", "fnhirwa"],
         "maintainers": ["yarnabrina", "fnhirwa"],
         "python_version": ">=3.9",
-        "python_dependencies": ["u8darts>=0.29"],
+        "python_dependencies": [["u8darts>=0.29", "darts>=0.29"]],
         # estimator type
         # --------------
         "y_inner_mtype": "pd.DataFrame",
@@ -464,7 +464,7 @@ class _DartsRegressionModelsAdapter(_DartsRegressionAdapter):
         "authors": ["yarnabrina", "fnhirwa"],
         "maintainers": ["yarnabrina", "fnhirwa"],
         "python_version": ">=3.9",
-        "python_dependencies": ["u8darts>=0.29"],
+        "python_dependencies": [["u8darts>=0.29", "darts>=0.29"]],
         # estimator type
         # --------------
         "y_inner_mtype": "pd.DataFrame",
diff --git a/sktime/registry/_tags.py b/sktime/registry/_tags.py
index 72cabdcfd..17649202d 100644
--- a/sktime/registry/_tags.py
+++ b/sktime/registry/_tags.py
@@ -258,14 +258,29 @@ class python_dependencies(_BaseTag):
     each string a PEP 440 compliant version specifier,
     specifying python dependency requirements of the object.
 
+    If passed as a list, conditions are combined with logical AND.
+    Optionally, lists within a list can be used to combine conditions with logical OR.
+
     The tag is used in packaging metadata for the object,
     and is used internally to check compatibility of the object with
     the build environment, to raise informative error messages.
 
-    Developers should note that package names in PEP 440 specifier strings
-    are identical with the package names used in ``pip install`` commands,
+    Valid dependency specifications with plain English descriptions:
+
+    * ``"numba"``: ``numba`` must be present
+    * ``"numpy>=1.20.0"``: ``numpy`` must be version 1.20.0 or higher
+    * ``["numpy>=1.20.0", "pandas>=1.3.0"]``: ``numpy`` must be version 1.20.0 or
+        higher, and ``pandas`` must be version 1.3.0 or higher
+    * ``[["numpy>=1.20.0", "pandas>=1.3.0"], "scikit-learn>=0.24.0"]``:
+        ``scikit-learn`` must be version 0.24.0 or higher, and ``numpy`` must be
+        version 1.20.0 or higher, or ``pandas`` must be version 1.3.0 or higher
+
+    Developers should note that package names in the PEP 440 specifier strings
+    that should be provided
+    are identical with the package names used in ``pip install`` commands or on PyPI,
     which in general is not the same as the import name of the package,
-    e.g., ``"scikit-learn"`` and not ``"sklearn"``.
+    e.g., ``"scikit-learn"`` as in ``pip install scikit-learn``,
+    and not ``"sklearn"``, as in ``import sklearn``.
 
     Developers can use ``_check_soft_dependencies`` from ``skbase.utils.dependencies``
     to check compatibility of the python constraint of the object
diff --git a/sktime/utils/dependencies/_dependencies.py b/sktime/utils/dependencies/_dependencies.py
index b9bcd9329..58e510965 100644
--- a/sktime/utils/dependencies/_dependencies.py
+++ b/sktime/utils/dependencies/_dependencies.py
@@ -23,16 +23,30 @@ def _check_soft_dependencies(
 
     Parameters
     ----------
-    packages : str or list/tuple of str, or length-1-tuple containing list/tuple of str
+    packages : str or list/tuple of str nested up to two levels
         str should be package names and/or package version specifications to check.
         Each str must be a PEP 440 compatible specifier string, for a single package.
         For instance, the PEP 440 compatible package name such as ``"pandas"``;
         or a package requirement specifier string such as ``"pandas>1.2.3"``.
         arg can be str, kwargs tuple, or tuple/list of str, following calls are valid:
-        ``_check_soft_dependencies("package1")``
+
+        * ``_check_soft_dependencies("package1")``
+        * ``_check_soft_dependencies("package1", "package2")``
+        * ``_check_soft_dependencies(("package1", "package2"))``
+        * ``_check_soft_dependencies(["package1", "package2"])``
+        * ``_check_soft_dependencies(("package1", "package2"), "package3")``
+        * ``_check_soft_dependencies(["package1", "package2"], "package3")``
+        * ``_check_soft_dependencies((["package1", "package2"], "package3"))``
+
+        The first level is interpreted as conjunction, the second level as disjunction,
+        that is, conjunction = "and", disjunction = "or".
+
+        In case of more than a single arg, an outer level of "and" (brackets)
+        is added, that is,
+
         ``_check_soft_dependencies("package1", "package2")``
-        ``_check_soft_dependencies(("package1", "package2"))``
-        ``_check_soft_dependencies(["package1", "package2"])``
+
+        is the same as ``_check_soft_dependencies(("package1", "package2"))``
 
     severity : str, "error" (default), "warning", "none"
         behaviour for raising errors or warnings
@@ -77,10 +91,26 @@ def _check_soft_dependencies(
     """
     if len(packages) == 1 and isinstance(packages[0], (tuple, list)):
         packages = packages[0]
-    if not all(isinstance(x, str) for x in packages):
+
+    def _is_str_or_tuple_of_strs(obj):
+        """Check that obj is a str or list/tuple nesting up to 1st level of str.
+
+        Valid examples:
+
+        * "pandas"
+        * ("pandas", "scikit-learn")
+        * ["pandas", "scikit-learn"]
+        """
+        if isinstance(obj, (tuple, list)):
+            return all(isinstance(x, str) for x in obj)
+
+        return isinstance(obj, str)
+
+    if not all(_is_str_or_tuple_of_strs(x) for x in packages):
         raise TypeError(
-            "packages argument of _check_soft_dependencies must be str or tuple of "
-            f"str, but found packages argument of type {type(packages)}"
+            "packages argument of _check_soft_dependencies must be str or tuple/list "
+            "of str or of tuple/list of str, "
+            f"but found packages argument of type {type(packages)}"
         )
 
     if obj is None:
@@ -104,7 +134,20 @@ def _check_soft_dependencies(
             f"or None, but found msg of type {type(msg)}"
         )
 
-    for package in packages:
+    def _get_pkg_version_and_req(package):
+        """Get package version and requirement object from package string.
+
+        Parameters
+        ----------
+        package : str
+
+        Returns
+        -------
+        package_version_req: SpecifierSet
+            version requirement object from package string
+        pkg_env_version: Version
+            version object of package in python environment
+        """
         try:
             req = Requirement(package)
             if normalize_reqs:
@@ -125,23 +168,69 @@ def _check_soft_dependencies(
         if normalize_reqs:
             pkg_env_version = _normalize_version(pkg_env_version)
 
+        return package_version_req, pkg_env_version
+
+    # each element of the list "package" must be satisfied
+    for package_req in packages:
+        # for elemehts, two cases can happen:
+        #
+        # 1. package is a string, e.g., "pandas". Then this must be present.
+        # 2. package is a tuple or list, e.g., ("pandas", "scikit-learn").
+        #    Then at least one of these must be present.
+        if not isinstance(package_req, (tuple, list)):
+            package_req = (package_req,)
+        else:
+            package_req = tuple(package_req)
+
+        def _is_version_req_satisfied(pkg_env_version, pkg_version_req):
+            if pkg_env_version is None:
+                return False
+            if pkg_version_req != SpecifierSet(""):
+                return pkg_env_version in pkg_version_req
+            else:
+                return True
+
+        pkg_version_reqs = []
+        pkg_env_versions = []
+        nontrivital_bound = []
+        req_sat = []
+
+        for package in package_req:
+            pkg_version_req, pkg_env_version = _get_pkg_version_and_req(package)
+            pkg_version_reqs.append(pkg_version_req)
+            pkg_env_versions.append(pkg_env_version)
+            nontrivital_bound.append(pkg_version_req != SpecifierSet(""))
+            req_sat.append(_is_version_req_satisfied(pkg_env_version, pkg_version_req))
+
+        def _quote(x):
+            return f"'{x}'"
+
+        package_req_strs = [_quote(x) for x in package_req]
+        # example: ["'scipy<1.7.0'"] or ["'scipy<1.7.0'", "'numpy'"]
+
+        package_str_q = " or ".join(package_req_strs)
+        # example: "'scipy<1.7.0'"" or "'scipy<1.7.0' or 'numpy'""
+
+        package_str = " or ".join(f"`pip install {r}`" for r in package_req)
+        # example: "pip install scipy<1.7.0 or pip install numpy"
+
         # if package not present, make the user aware of installation reqs
-        if pkg_env_version is None:
+        if all(pkg_env_version is None for pkg_env_version in pkg_env_versions):
             if obj is None and msg is None:
                 msg = (
-                    f"{class_name} requires package {package!r} to be present "
-                    f"in the python environment, but {package!r} was not found. "
+                    f"{class_name} requires package {package_str_q} to be present "
+                    f"in the python environment, but {package_str_q} was not found. "
                 )
             elif msg is None:  # obj is not None, msg is None
                 msg = (
-                    f"{class_name} requires package {package!r} to be present "
-                    f"in the python environment, but {package!r} was not found. "
-                    f"{package!r} is a dependency of {class_name} and required "
+                    f"{class_name} requires package {package_str_q} to be present "
+                    f"in the python environment, but {package_str_q} was not found. "
+                    f"{package_str_q} is a dependency of {class_name} and required "
                     f"to construct it. "
                 )
             msg = msg + (
-                f"To install the requirement {package!r}, please run: "
-                f"pip install {package}` "
+                f"To install the requirement {package_str_q}, please run: "
+                f"{package_str} "
             )
             # if msg is not None, none of the above is executed,
             # so if msg is passed it overrides the default messages
@@ -150,11 +239,17 @@ def _check_soft_dependencies(
             return False
 
         # now we check compatibility with the version specifier if non-empty
-        if package_version_req != SpecifierSet(""):
+        if not any(req_sat):
+            reqs_not_satisfied = [
+                x for x in zip(package_req, pkg_env_versions, req_sat) if x[2] is False
+            ]
+            actual_vers = [f"{x[0]} {x[1]}" for x in reqs_not_satisfied]
+            pkg_env_version_str = ", ".join(actual_vers)
+
             msg = (
-                f"{class_name} requires package '{package}' to be present "
-                f"in the python environment, with version {package_version_req}, "
-                f"but incompatible version {pkg_env_version} was found. "
+                f"{class_name} requires package {package_str_q} to be present "
+                f"in the python environment, with versions as specified, "
+                f"but incompatible version {pkg_env_version_str} was found. "
             )
             if obj is not None:
                 msg = msg + (
@@ -163,9 +258,9 @@ def _check_soft_dependencies(
                 )
 
             # raise error/warning or return False if version is incompatible
-            if pkg_env_version not in package_version_req:
-                _raise_at_severity(msg, severity, caller="_check_soft_dependencies")
-                return False
+
+            _raise_at_severity(msg, severity, caller="_check_soft_dependencies")
+            return False
 
     # if package can be imported and no version issue was caught for any string,
     # then obj is compatible with the requirements and we should return True
@@ -243,7 +338,10 @@ def _check_mlflow_dependencies(msg=None, severity="error"):
             "or `pip install sktime[mlflow]` to install the package."
         )
 
-    return _check_soft_dependencies("mlflow", msg=msg, severity=severity)
+    # we allow mlflow and mlflow-skinny, at least one must be present
+    MLFLOW_DEPS = [["mlflow", "mlflow-skinny"]]
+
+    return _check_soft_dependencies(MLFLOW_DEPS, msg=msg, severity=severity)
 
 
 @lru_cache


Test patch:
diff --git a/sktime/tests/_config.py b/sktime/tests/_config.py
index 15d516a1f..2fa07e46b 100644
--- a/sktime/tests/_config.py
+++ b/sktime/tests/_config.py
@@ -55,6 +55,8 @@ EXCLUDE_ESTIMATORS = [
     "PytorchForecastingNBeats",
     "PytorchForecastingNHiTS",
     "PytorchForecastingDeepAR",
+    # STDBSCAN is not API compliant, see #7994
+    "STDBSCAN",
 ]
 
 
diff --git a/sktime/utils/dependencies/tests/__init__.py b/sktime/utils/dependencies/tests/__init__.py
new file mode 100644
index 000000000..4bb7bee24
--- /dev/null
+++ b/sktime/utils/dependencies/tests/__init__.py
@@ -0,0 +1,1 @@
+"""Tests for dependency utilities."""
diff --git a/sktime/utils/dependencies/tests/test_dependencies.py b/sktime/utils/dependencies/tests/test_dependencies.py
new file mode 100644
index 000000000..ca18c2d7f
--- /dev/null
+++ b/sktime/utils/dependencies/tests/test_dependencies.py
@@ -0,0 +1,79 @@
+# copyright: sktime developers, BSD-3-Clause License (see LICENSE file)
+"""Tests for dependency checking utilities."""
+
+import pytest
+
+from sktime.tests.test_switch import run_test_for_class
+from sktime.utils.dependencies import _check_soft_dependencies
+
+
+@pytest.mark.skipif(
+    not run_test_for_class(_check_soft_dependencies),
+    reason="run test incrementally (if requested)",
+)
+def test_check_soft_dependencies():
+    """Test check_soft_dependencies."""
+    ALWAYS_INSTALLED = "sktime"
+    ALWAYS_INSTALLED2 = "numpy"
+    ALWAYS_INSTALLED_W_V = "sktime>=0.5.0"
+    ALWAYS_INSTALLED_W_V2 = "numpy>=0.1.0"
+    NEVER_INSTALLED = "nonexistent__package_foo_bar"
+    NEVER_INSTALLED_W_V = "sktime<0.1.0"
+
+    # Test that the function does not raise an error when all dependencies are installed
+    _check_soft_dependencies(ALWAYS_INSTALLED)
+    _check_soft_dependencies(ALWAYS_INSTALLED, ALWAYS_INSTALLED2)
+    _check_soft_dependencies(ALWAYS_INSTALLED_W_V)
+    _check_soft_dependencies(ALWAYS_INSTALLED_W_V, ALWAYS_INSTALLED_W_V2)
+    _check_soft_dependencies(ALWAYS_INSTALLED, ALWAYS_INSTALLED2, ALWAYS_INSTALLED_W_V2)
+    _check_soft_dependencies([ALWAYS_INSTALLED, ALWAYS_INSTALLED2])
+
+    # Test that error is raised when a dependency is not installed
+    with pytest.raises(ModuleNotFoundError):
+        _check_soft_dependencies(NEVER_INSTALLED)
+    with pytest.raises(ModuleNotFoundError):
+        _check_soft_dependencies(NEVER_INSTALLED, ALWAYS_INSTALLED)
+    with pytest.raises(ModuleNotFoundError):
+        _check_soft_dependencies([ALWAYS_INSTALLED, NEVER_INSTALLED])
+    with pytest.raises(ModuleNotFoundError):
+        _check_soft_dependencies(ALWAYS_INSTALLED, NEVER_INSTALLED_W_V)
+    with pytest.raises(ModuleNotFoundError):
+        _check_soft_dependencies([ALWAYS_INSTALLED, NEVER_INSTALLED_W_V])
+
+    # disjunction cases, "or" - positive cases
+    _check_soft_dependencies([[ALWAYS_INSTALLED, NEVER_INSTALLED]])
+    _check_soft_dependencies(
+        [
+            [ALWAYS_INSTALLED, NEVER_INSTALLED],
+            [ALWAYS_INSTALLED_W_V, NEVER_INSTALLED_W_V],
+            ALWAYS_INSTALLED2,
+        ]
+    )
+
+    # disjunction cases, "or" - negative cases
+    with pytest.raises(ModuleNotFoundError):
+        _check_soft_dependencies([[NEVER_INSTALLED, NEVER_INSTALLED_W_V]])
+    with pytest.raises(ModuleNotFoundError):
+        _check_soft_dependencies(
+            [
+                [NEVER_INSTALLED, NEVER_INSTALLED_W_V],
+                [ALWAYS_INSTALLED, NEVER_INSTALLED],
+                ALWAYS_INSTALLED2,
+            ]
+        )
+    with pytest.raises(ModuleNotFoundError):
+        _check_soft_dependencies(
+            [
+                ALWAYS_INSTALLED2,
+                [ALWAYS_INSTALLED, NEVER_INSTALLED],
+                NEVER_INSTALLED_W_V,
+            ]
+        )
+    with pytest.raises(ModuleNotFoundError):
+        _check_soft_dependencies(
+            [
+                [ALWAYS_INSTALLED, ALWAYS_INSTALLED2],
+                NEVER_INSTALLED,
+                ALWAYS_INSTALLED2,
+            ]
+        )