NeuroTechX · bruAristimunha · Nov 21, 2025 · Mar 4, 2025 · Mar 4, 2025 · Mar 4, 2025
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
@@ -21,7 +21,7 @@ jobs:
       fail-fast: true
       matrix:
         os: [ ubuntu-latest ]
-        python-version: [ "3.9" ]
+        python-version: [ "3.10" ]
 
     steps:
       - uses: actions/checkout@v4

diff --git a/.github/workflows/test-braindecode.yml b/.github/workflows/test-braindecode.yml
@@ -36,9 +36,9 @@ jobs:
         uses: actions/cache@v4
         with:
           path: ~/mne_data
-          key: ${{ runner.os }}-mne-data-v1
+          key: ${{ runner.os }}-mne-braindecode-v1
           restore-keys: |
-            ${{ runner.os }}-mne-data-v1
+            ${{ runner.os }}-mne-braindecode-v1
 
       - name: Checkout Braindecode
         uses: actions/checkout@v4

diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
@@ -16,8 +16,11 @@ jobs:
     strategy:
       fail-fast: true
       matrix:
-        os: [ ubuntu-latest, windows-latest, macOS-latest ]
-        python-version: [ "3.9", "3.10", "3.11" ]
+        os: [ ubuntu-latest, macOS-latest, windows-latest ]
+        python-version: [ "3.10", "3.11", "3.12", "3.13" ]
+        exclude:
+          - os: windows-latest
+            python-version: "3.13"
     defaults:
       run:
         shell: bash
@@ -54,7 +57,7 @@ jobs:
           python -m moabb.run --pipelines=./moabb/tests/test_pipelines/ --verbose
 
       - name: Upload Coverage to Codecov
-        uses: codecov/codecov-action@v3
+        uses: codecov/codecov-action@v5
         if: success()
         with:
           verbose: true

diff --git a/.github/workflows/whats-new.yml b/.github/workflows/whats-new.yml
@@ -11,8 +11,8 @@ on:
       - '*'
 jobs:
   check-whats-news:
-    runs-on: ubuntu-20.04
+    runs-on: ubuntu-latest
     steps:
-      - uses: tarides/changelog-check-action@v2
+      - uses: tarides/changelog-check-action@v3
         with:
           changelog: docs/source/whats_new.rst
diff --git a/.gitignore b/.gitignore
@@ -112,13 +112,27 @@ analysis/*
 /moabb/tests/orderplot.pdf
 /moabb/tests/orderplot_full.pdf
 /test_context.yml
+res_test/
 
 # mac os x stuff
 *DS_store*
 
 # local files generated by doc
 docs/source/auto_*/
 docs/source/generated/
+docs/source/api/
+docs/source/results/
+docs/source/README.md
+docs/source/CONTRIBUTING.md
+docs/source/sg_execution_times.rst
+
 examples/advanced_examples/Results/
 examples/benchmark/
 examples/results/
+examples/tutorials/*.mat
+/.conda
+
+.vscode/
+
+results/results*
+/moabb/tests/test_pipelines/*.lock
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
@@ -15,7 +15,7 @@ exclude: ".*svg"
 
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v5.0.0
+    rev: v6.0.0
     hooks:
       - id: check-yaml
       - id: check-json
@@ -34,27 +34,27 @@ repos:
         args: [ "--autofix", "--no-sort-keys", "--indent=4" ]
 
 
-  - repo: https://github.com/psf/black
-    rev: 25.1.0
+  - repo: https://github.com/psf/black-pre-commit-mirror
+    rev: 25.9.0
     hooks:
       - id: black
         language_version: python3
         args: [ --line-length=90, --target-version=py38 ]
 
   -   repo: https://github.com/asottile/blacken-docs
-      rev: 1.19.1
+      rev: 1.20.0
       hooks:
       -   id: blacken-docs
           additional_dependencies: [black==23.3.0]
           exclude: ^.github/
 
   - repo: https://github.com/PyCQA/isort
-    rev: 6.0.0
+    rev: 6.1.0
     hooks:
       - id: isort
 
   - repo: https://github.com/PyCQA/flake8
-    rev: 7.1.1
+    rev: 7.3.0
     hooks:
       - id: flake8
         additional_dependencies: [
@@ -69,7 +69,7 @@ repos:
         exclude: ^docs/ | ^setup\.py$ |
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.9.5
+    rev: v0.13.3
     hooks:
       - id: ruff
         args: [ --fix, --exit-non-zero-on-fix, --ignore, E501 ]
@@ -79,14 +79,14 @@ repos:
     hooks:
       - id: codespell
         args:
-          - --ignore-words-list=assertIn,additionals,alle,alot,bund,currenty,datas,farenheit,falsy,fo,haa,hass,iif,incomfort,ines,ist,nam,nd,pres,pullrequests,resset,rime,ser,serie,te,technik,ue,unsecure,withing,zar,crate
+          - --ignore-words-list=assertIn,additionals,alle,alot,bund,currenty,datas,farenheit,falsy,fo,haa,hass,iif,incomfort,ines,ist,nam,nd,pres,pullrequests,resset,rime,ser,serie,te,technik,ue,unsecure,withing,zar,crate,Perfomances,Aline
           - --skip="./.*,*.csv,*.json,*.ambr"
           - --quiet-level=2
         exclude_types: [ csv, json, svg, pdf ]
         exclude: ^tests/|generated/
 
   - repo: https://github.com/adrienverge/yamllint.git
-    rev: v1.35.1
+    rev: v1.37.1
     hooks:
       - id: yamllint
         exclude: >

diff --git a/CITATION.cff b/CITATION.cff
@@ -1,4 +1,4 @@
-cff-version: 1.2.0
+cff-version: 1.3.0
 message: "If you use this software, please cite it as below."
 authors:
 - family-names: "Aristimunha"
@@ -70,7 +70,7 @@ authors:
   given-names: "Sylvain"
   orcid: "https://orcid.org/0000-0003-3027-8241"
 title: "Mother of all BCI Benchmarks"
-version: 1.2.0
+version: 1.4.0
 doi: 10.5281/zenodo.10034223
-date-released: 2025-03-05
+date-released: 2025-11-07
 url: "https://github.com/NeuroTechX/moabb"
diff --git a/CODE_OF_CONDUCT.md b/CODE_OF_CONDUCT.md
@@ -47,18 +47,6 @@ official social media account, or acting as an appointed representative at an on
 offline event. Representation of a project may be further defined and clarified by project
 maintainers.
 
-## Enforcement
-
-Instances of abusive, harassing, or otherwise unacceptable behavior may be reported by
-contacting the project team at [[email protected]](mailto:[email protected]). All
-complaints will be reviewed and investigated and will result in a response that is deemed
-necessary and appropriate to the circumstances. The project team is obligated to maintain
-confidentiality with regard to the reporter of an incident. Further details of specific
-enforcement policies may be posted separately.
-
-Project maintainers who do not follow or enforce the Code of Conduct in good faith may
-face temporary or permanent repercussions as determined by other members of the project's
-leadership.
 
 ## Attribution
 

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
@@ -1,7 +1,6 @@
 # Contributing
 
-:tada::clinking_glasses: First off, thanks for taking the time to contribute!
-:tada::clinking_glasses:
+🎉🥂 First off, thanks for taking the time to contribute! 🎉🥂
 
 Contributions are always welcome, no matter how small!
 
@@ -20,25 +19,25 @@ The following is a small set of guidelines for how to contribute to the project
 
 ### Code of Conduct
 
-This project adheres to the Contributor Covenant [Code of Conduct](CODE_OF_CONDUCT.md). By
+This project adheres to the Contributor Covenant [Code of Conduct](https://github.com/NeuroTechX/moabb/blob/master/CODE_OF_CONDUCT.md). By
 participating you are expected to adhere to these expectations. Please report unacceptable
 behavior.
 
 ### Contributing on Github
 
 If you're new to Git and want to learn how to fork this repo, make your own additions, and
 include those additions in the master version of this project, check out this
-[great tutorial](http://blog.davidecoppola.com/2016/11/howto-contribute-to-open-source-project-on-github/).
+[great tutorial](https://hackerbits.com/how-to-contribute-to-an-open-source-project-on-github-davide-coppola/).
 
 ### Community
 
-This project is maintained by the [NeuroTechX](www.neurotechx.com) community.
+This project is maintained by the [NeuroTechX](http://www.neurotechx.com) community.
 
 ## How can I contribute?
 
 If there's a feature you'd be interested in building or you find a bug or have a
 suggestion on how to improve the project, go ahead! Let us know on the
-[open an issue](../../issues) so others
+[open an issue](https://github.com/NeuroTechX/moabb/issues) so others
 can follow along and we'll support you as much as we can. When you're finished submit a
 pull request to the master branch referencing the specific issue you addressed.
 
@@ -61,7 +60,7 @@ pull request to the master branch referencing the specific issue you addressed.
    [what's new](http://moabb.neurotechx.com/docs/whats_new.html) and
    [documentation](http://moabb.neurotechx.com/docs/index.html) pages if needed
 
-
+(setup-development-environment)=
 ## Setup development environment
 
 1. Install pre-commit to start to code:\
@@ -77,9 +76,7 @@ That's OK and it is intended behavior. This will be done once per machine automa
 _Note 2 (deep learning):_\
 In case you want to install the optional deep learning dependencies (i.e. `pip install .[deeplearning]`),
 
-
-### Tools used
-
+(tools-used)=
 ### Tools used
 
 MOABB uses [`pre-commit`](https://pre-commit.com/). It automatically runs variety of Code Quality