diff --git a/.github/workflows/asv-main.yml b/.github/workflows/asv-main.yml
index d0b18abc..ea024373 100644
--- a/.github/workflows/asv-main.yml
+++ b/.github/workflows/asv-main.yml
@@ -26,7 +26,7 @@ jobs:
         working-directory: ${{env.WORKING_DIR}}
     steps:
     - name: Set up Python ${{env.PYTHON_VERSION}}
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@v6
       with:
         python-version: ${{env.PYTHON_VERSION}}
     - name: Checkout main branch of the repository
diff --git a/.github/workflows/asv-nightly.yml b/.github/workflows/asv-nightly.yml
index eb6c64ed..6d7a8c2f 100644
--- a/.github/workflows/asv-nightly.yml
+++ b/.github/workflows/asv-nightly.yml
@@ -22,7 +22,7 @@ jobs:
         working-directory: ${{env.WORKING_DIR}}
     steps:
     - name: Set up Python ${{env.PYTHON_VERSION}}
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@v6
       with:
         python-version: ${{env.PYTHON_VERSION}}
     - name: Checkout main branch of the repository
diff --git a/.github/workflows/asv-pr.yml b/.github/workflows/asv-pr.yml
index b075ece2..82f10b78 100644
--- a/.github/workflows/asv-pr.yml
+++ b/.github/workflows/asv-pr.yml
@@ -28,7 +28,7 @@ jobs:
         working-directory: ${{env.WORKING_DIR}}
     steps:
     - name: Set up Python ${{env.PYTHON_VERSION}}
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@v6
       with:
         python-version: ${{env.PYTHON_VERSION}}
     - name: Checkout PR branch of the repository
diff --git a/.github/workflows/build-documentation.yml b/.github/workflows/build-documentation.yml
index 53eb13bc..626b529d 100644
--- a/.github/workflows/build-documentation.yml
+++ b/.github/workflows/build-documentation.yml
@@ -22,7 +22,7 @@ jobs:
     steps:
     - uses: actions/checkout@v5
     - name: Set up Python 3.11
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@v6
       with:
         python-version: '3.11'
     - name: Install dependencies
diff --git a/.github/workflows/pre-commit-ci.yml b/.github/workflows/pre-commit-ci.yml
index af595805..6bb1cb54 100644
--- a/.github/workflows/pre-commit-ci.yml
+++ b/.github/workflows/pre-commit-ci.yml
@@ -18,7 +18,7 @@ jobs:
       with:
         fetch-depth: 0 
     - name: Set up Python
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@v6
       with:
         python-version: '3.11'
     - name: Install dependencies
diff --git a/.github/workflows/publish-to-pypi.yml b/.github/workflows/publish-to-pypi.yml
index fe2f4f8a..54aff94b 100644
--- a/.github/workflows/publish-to-pypi.yml
+++ b/.github/workflows/publish-to-pypi.yml
@@ -25,7 +25,7 @@ jobs:
     steps:
     - uses: actions/checkout@v5
     - name: Set up Python
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@v6
       with:
         python-version: '3.11'
     - name: Install dependencies
diff --git a/.github/workflows/smoke-test.yml b/.github/workflows/smoke-test.yml
index 55397abc..e36aa4eb 100644
--- a/.github/workflows/smoke-test.yml
+++ b/.github/workflows/smoke-test.yml
@@ -25,7 +25,7 @@ jobs:
     steps:
     - uses: actions/checkout@v5
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@v6
       with:
         python-version: ${{ matrix.python-version }}
     - name: Install dependencies
diff --git a/.github/workflows/testing-and-coverage.yml b/.github/workflows/testing-and-coverage.yml
index 3d9d6b32..2795c46c 100644
--- a/.github/workflows/testing-and-coverage.yml
+++ b/.github/workflows/testing-and-coverage.yml
@@ -21,7 +21,7 @@ jobs:
     steps:
     - uses: actions/checkout@v5
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@v6
       with:
         python-version: ${{ matrix.python-version }}
     - name: Install dependencies
@@ -42,7 +42,7 @@ jobs:
     steps:
     - uses: actions/checkout@v5
     - name: Set up Python 3.10
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@v6
       with:
         python-version: '3.10'
     - name: Install dependencies
diff --git a/.github/workflows/testing-windows.yml b/.github/workflows/testing-windows.yml
index a9ec58a0..ccf6bc94 100644
--- a/.github/workflows/testing-windows.yml
+++ b/.github/workflows/testing-windows.yml
@@ -21,7 +21,7 @@ jobs:
     steps:
     - uses: actions/checkout@v5
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@v6
       with:
         python-version: ${{ matrix.python-version }}
     - name: Install dependencies