diff --git a/.github/workflows/bench.yml b/.github/workflows/bench.yml
index c680406..8b3312a 100644
--- a/.github/workflows/bench.yml
+++ b/.github/workflows/bench.yml
@@ -19,11 +19,11 @@ jobs:
         python-version: [3.8]
     steps:
     - name: "Set up Python ${{ matrix.python-version }} on ${{ matrix.os }}"
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v4
       with:
         python-version: ${{ matrix.python-version }}
     - name: "Checkout the branch ${{ github.head_ref }}"
-      uses: actions/checkout@v3
+      uses: actions/checkout@v4
       with:
         ref: ${{ github.head_ref }}
     - name: "Install virtual env, build project and run benches"
diff --git a/.github/workflows/deploy_doc.yml b/.github/workflows/deploy_doc.yml
index 64de59c..ee405e6 100644
--- a/.github/workflows/deploy_doc.yml
+++ b/.github/workflows/deploy_doc.yml
@@ -22,11 +22,11 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: "Checkout branch ${{ github.head_ref }}"
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
         with:
           ref: ${{ github.head_ref }}
       - name: "Set up Python 3.11 on Ubuntu"
-        uses: actions/setup-python@v2
+        uses: actions/setup-python@v4
         with:
           python-version: '3.11'
       - name: "Build doc"
@@ -53,7 +53,7 @@ jobs:
           # Switch of the virtualenv
           deactivate
       - name: "Publish doc on github pages (commit on branch gh-pages)"
-        uses: JamesIves/github-pages-deploy-action@4.1.0
+        uses: JamesIves/github-pages-deploy-action@v4
         with:
           branch: gh-pages
           folder: docs/_build/html/
diff --git a/.github/workflows/deploy_pypi.yml b/.github/workflows/deploy_pypi.yml
index 6dc7812..036a954 100644
--- a/.github/workflows/deploy_pypi.yml
+++ b/.github/workflows/deploy_pypi.yml
@@ -28,8 +28,8 @@ jobs:
     # We are now in CentOS 7 64 bits
     steps:
      - name: "Checkout the full project"
-       uses: actions/checkout@v3
-     # We need to install rust in the docker image (else, cargo is already available in github action)  
+       uses: actions/checkout@v4
+     # We need to install rust in the docker image (else, cargo is already available in github action)
      - name: "Install Rust"
        run: |
          curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y
@@ -100,7 +100,7 @@ jobs:
       img: quay.io/pypa/manylinux2014_i686
     steps:
      - name: Checkout
-       uses: actions/checkout@v3
+       uses: actions/checkout@v4
      - name: "Set up QEMU"
        id: qemu
        uses: docker/setup-qemu-action@v1
@@ -134,7 +134,7 @@ jobs:
       img: quay.io/pypa/manylinux2014_aarch64
     steps:
      - name: Checkout
-       uses: actions/checkout@v3
+       uses: actions/checkout@v4
      - name: "Set up QEMU"
        id: qemu
        uses: docker/setup-qemu-action@v1
@@ -168,10 +168,10 @@ jobs:
         python-version: ['3.8', '3.9', '3.10', '3.11', '3.12']
     steps:
      # Checkout the project
-     - uses: actions/checkout@v3
+     - uses: actions/checkout@v4
      #  Set up python, see https://docs.github.com/en/actions/guides/building-and-testing-python
      - name: Set up Python ${{ matrix.python-version }} on ${{ matrix.os }}
-       uses: actions/setup-python@v2
+       uses: actions/setup-python@v4
        with:
          python-version: ${{ matrix.python-version }}
      # For secrets, see https://docs.github.com/en/actions/reference/encrypted-secrets
@@ -203,10 +203,10 @@ jobs:
         python-version: ['3.8', '3.9', '3.10', '3.11', '3.12']
     steps:
      # Checkout the project
-     - uses: actions/checkout@v3
+     - uses: actions/checkout@v4
      #  Set up python, see https://docs.github.com/en/actions/guides/building-and-testing-python
      - name: Set up Python ${{ matrix.python-version }} on ${{ matrix.os }}
-       uses: actions/setup-python@v2
+       uses: actions/setup-python@v4
        with:
          python-version: ${{ matrix.python-version }}
      # For secrets, see https://docs.github.com/en/actions/reference/encrypted-secrets
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 8d02a73..69e8470 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -23,8 +23,8 @@ jobs:
     # We are now in CentOS 7 64 bits
     steps:
      - name: "Checkout the full project"
-       uses: actions/checkout@v3
-     # We need to install rust in the docker image (else, cargo is already available in github action)  
+       uses: actions/checkout@v4
+     # We need to install rust in the docker image (else, cargo is already available in github action)
      - name: "Install Rust"
        run: |
          curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y
@@ -57,7 +57,7 @@ jobs:
   #    img: quay.io/pypa/manylinux2014_aarch64
   #  steps:
   #    - name: Checkout
-  #      uses: actions/checkout@v3
+  #      uses: actions/checkout@v4
   #    - name: "Set up QEMU"
   #      id: qemu
   #      uses: docker/setup-qemu-action@v1
@@ -96,7 +96,7 @@ jobs:
     steps:
      # Checkout the project
      - name: "Checkout branch ${{ github.head_ref }}"
-       uses: actions/checkout@v3
+       uses: actions/checkout@v4
        with:
          ref: ${{ github.head_ref }}
      # Test Rust code
@@ -104,7 +104,7 @@ jobs:
      #  run: cargo test --verbose -- --nocapture
      # Set up python, see https://docs.github.com/en/actions/guides/building-and-testing-python
      - name: "Set up Python ${{ matrix.python-version }} on MacOS"
-       uses: actions/setup-python@v2
+       uses: actions/setup-python@v4
        with:
          python-version: ${{ matrix.python-version }}
      # Test python code
@@ -142,7 +142,7 @@ jobs:
     steps:
       # Checkout the project
       - name: "Checkout branch ${{ github.head_ref }}"
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
         with:
           ref: ${{ github.head_ref }}
       # Test Rust code
@@ -150,7 +150,7 @@ jobs:
       #  run: cargo test --verbose -- --nocapture
       # Set up python, see https://docs.github.com/en/actions/guides/building-and-testing-python
       - name: "Set up Python ${{ matrix.python-version }} on Windows"
-        uses: actions/setup-python@v2
+        uses: actions/setup-python@v4
         with:
           python-version: ${{ matrix.python-version }}
       # Test python code
@@ -180,13 +180,13 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: "Checkout branch ${{ github.head_ref }}"
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
         with:
           ref: ${{ github.head_ref }}
-      - name: "Set up Python 3.9 on Ubuntu"
+      - name: "Set up Python 3.11 on Ubuntu"
         uses: actions/setup-python@v4
         with:
-          python-version: '3.9'
+          python-version: '3.11'
       - name: "Build and test doc"
         run: |
           # Install virtualenv