diff --git a/.github/workflows/ci-docs.yml b/.github/workflows/ci-docs.yml
index f0a5336f7..e30b3cb77 100644
--- a/.github/workflows/ci-docs.yml
+++ b/.github/workflows/ci-docs.yml
@@ -51,7 +51,7 @@ jobs:
           echo '</coverage>' >> coverage.xml
         if: matrix.python-version == 3.12
       - name: Upload mock coverage to Codecov
-        uses: codecov/codecov-action@v6
+        uses: codecov/codecov-action@v7
         with:
           token: ${{ secrets.CODECOV_TOKEN }}
           fail_ci_if_error: true
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 3ea4bd8ea..3b7b30cad 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -26,14 +26,14 @@ jobs:
           - '3.14'
 
     steps:
-    - uses: actions/checkout@v6
+    - uses: actions/checkout@v7
 
-    - uses: actions/setup-python@v6
+    - uses: actions/setup-python@v7
       with:
         python-version: ${{ matrix.python-version }}
 
     - name: Install uv
-      uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
+      uses: astral-sh/setup-uv@11f9893b081a58869d3b5fccaea48c9e9e46f990 # v8.3.2
 
     - name: Install Python dependencies
       run: |
@@ -44,7 +44,7 @@ jobs:
       run: |
         uv run tox
 
-    - uses: codecov/codecov-action@v6
+    - uses: codecov/codecov-action@v7
       with:
         token: ${{ secrets.CODECOV_TOKEN }}
         fail_ci_if_error: true
diff --git a/.github/workflows/docs-preview.yml b/.github/workflows/docs-preview.yml
index 756980b9c..ca41a02c4 100644
--- a/.github/workflows/docs-preview.yml
+++ b/.github/workflows/docs-preview.yml
@@ -19,18 +19,18 @@ jobs:
   build-docs:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@v7
         with:
           fetch-depth: 0
 
-      - uses: actions/setup-python@v6
+      - uses: actions/setup-python@v7
         if: github.event.action != 'closed' # We don't need the build if we know the preview will be removed
         with:
           python-version-file: "pyproject.toml"
 
       - name: Install uv
         if: github.event.action != 'closed' # We don't need the build if we know the preview will be removed
-        uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
+        uses: astral-sh/setup-uv@11f9893b081a58869d3b5fccaea48c9e9e46f990 # v8.3.2
 
       - name: Install Python dependencies
         if: github.event.action != 'closed' # We don't need the build if we know the preview will be removed
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 54f4a7156..4a1efc102 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -14,18 +14,18 @@ jobs:
   build-docs:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v6
+    - uses: actions/checkout@v7
       with:
         # require all of history to see all tagged versions' docs
         fetch-depth: 0
 
     - name: Set up Python
-      uses: actions/setup-python@v6
+      uses: actions/setup-python@v7
       with:
         python-version-file: "pyproject.toml"
 
     - name: Install uv
-      uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
+      uses: astral-sh/setup-uv@11f9893b081a58869d3b5fccaea48c9e9e46f990 # v8.3.2
 
     - name: Install Python dependencies
       run: |
@@ -34,7 +34,7 @@ jobs:
     - name: Checkout gh-pages
       # As we already did a deploy of gh-pages above, it is guaranteed to be there
       # so check it out so we can selectively build docs below
-      uses: actions/checkout@v6
+      uses: actions/checkout@v7
       with:
           ref: gh-pages
           path: docs/_build
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 1583a8213..da773a26f 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -8,13 +8,13 @@ jobs:
   lint:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v6
-      - uses: actions/setup-python@v6
+      - uses: actions/checkout@v7
+      - uses: actions/setup-python@v7
         with:
           python-version-file: "pyproject.toml"
 
       - name: Install uv
-        uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
+        uses: astral-sh/setup-uv@11f9893b081a58869d3b5fccaea48c9e9e46f990 # v8.3.2
       - name: Install Python dependencies
         run: |
           uv sync --locked --extra dev
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index f11ebf255..7deab0ca1 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -17,11 +17,11 @@ jobs:
       # Needed for GitHub releases
       contents: write
     steps:
-    - uses: actions/checkout@v6
+    - uses: actions/checkout@v7
       with:
         fetch-depth: 0
         submodules: true
-    - uses: actions/setup-python@v6
+    - uses: actions/setup-python@v7
       with:
         python-version: "3.x"
     - name: Install build
diff --git a/julearn/config.py b/julearn/config.py
index 54b99905d..67118d9b2 100644
--- a/julearn/config.py
+++ b/julearn/config.py
@@ -57,7 +57,7 @@ def get_config(key: str) -> Any:
 
 
 def _joblib_htcondor_context_func(current_func=None) -> None:
-    """Create a function to seet the config variables.
+    """Create a function to set the config variables.
 
     Parameters
     ----------