diff --git a/.github/workflows/check-docs.yml b/.github/workflows/check-docs.yml
index cf65ffef..533d02b3 100644
--- a/.github/workflows/check-docs.yml
+++ b/.github/workflows/check-docs.yml
@@ -9,9 +9,9 @@ jobs:
   docs:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v4
     - name: Set up Python 3.8
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v5
       with:
         python-version: '3.8'
     - name: Install sndfile library # for librose, see https://github.com/deepcharles/ruptures/pull/121
@@ -27,7 +27,7 @@ jobs:
     - name: Build documentation
       run: |
         mkdocs build
-    - uses: actions/upload-artifact@v1
+    - uses: actions/upload-artifact@v4
       with:
         name: DocumentationHTML
         path: site/
diff --git a/.github/workflows/publish-doc-to-remote.yml b/.github/workflows/publish-doc-to-remote.yml
index 3dc63376..52e01f6b 100644
--- a/.github/workflows/publish-doc-to-remote.yml
+++ b/.github/workflows/publish-doc-to-remote.yml
@@ -10,9 +10,9 @@ jobs:
   docs:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v4
     - name: Set up Python 3.x
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v5
       with:
         python-version: '3.8'
     - name: Install sndfile library # for librose, see https://github.com/deepcharles/ruptures/pull/121
diff --git a/.github/workflows/release-drafter.yml b/.github/workflows/release-drafter.yml
index c45d6f22..7ce30481 100644
--- a/.github/workflows/release-drafter.yml
+++ b/.github/workflows/release-drafter.yml
@@ -11,7 +11,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       # Drafts your next Release notes as Pull Requests are merged into "master"
-      - uses: release-drafter/release-drafter@v5
+      - uses: release-drafter/release-drafter@v6
         # with:
           # (Optional) specify config name to use, relative to .github/. Default: release-drafter.yml
           # config-name: my-config.yml
diff --git a/.github/workflows/run-test.yml b/.github/workflows/run-test.yml
index 3e98e2e3..c1371a64 100644
--- a/.github/workflows/run-test.yml
+++ b/.github/workflows/run-test.yml
@@ -23,9 +23,9 @@ jobs:
         os: [ubuntu-latest, windows-latest, macos-latest]
     runs-on: ${{ matrix.os }}
     steps:
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v4
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v5
       with:
         python-version: ${{ matrix.python-version }}
     - name: Install ruptures
@@ -39,9 +39,9 @@ jobs:
   coverage:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v4
     - name: Set up Python 3.10
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v5
       with:
         python-version: '3.10'
     - name: Install ruptures
@@ -52,11 +52,11 @@ jobs:
       run: |
         python -m pytest --cov --cov-report=xml --cov-report=term:skip-covered
     - name: Upload coverage to Codecov
-      uses: codecov/codecov-action@v2
+      uses: codecov/codecov-action@v4
       with:
         files: ./coverage.xml
         flags: unittests
         fail_ci_if_error: true
-    - uses: actions/upload-artifact@v2
+    - uses: actions/upload-artifact@v4
       with:
         path: coverage.xml
diff --git a/.github/workflows/upload-to-pypi.yml b/.github/workflows/upload-to-pypi.yml
index 0fdfebd7..d66135be 100644
--- a/.github/workflows/upload-to-pypi.yml
+++ b/.github/workflows/upload-to-pypi.yml
@@ -18,16 +18,16 @@ jobs:
     name: Make SDist
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v4
     - name: Setup Python
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v5
       with:
         python-version: '3.10'
     - name: Install deps
       run: python -m pip install build twine
     - name: Build SDist
       run: python -m build --sdist
-    - uses: actions/upload-artifact@v2
+    - uses: actions/upload-artifact@v4
       with:
         path: dist/*.tar.gz
     - name: Check metadata
@@ -40,10 +40,10 @@ jobs:
       matrix:
         os: [ubuntu-latest, windows-latest, macos-latest]
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v4
 
       # Used to host cibuildwheel
-      - uses: actions/setup-python@v2
+      - uses: actions/setup-python@v5
 
       - name: Install cibuildwheel
         run: python -m pip install cibuildwheel
@@ -57,7 +57,7 @@ jobs:
           # Manually force a version (and avoid building local wheels)
           CIBW_ENVIRONMENT: "SETUPTOOLS_SCM_PRETEND_VERSION=${{ github.event.inputs.overrideVersion }}"
 
-      - uses: actions/upload-artifact@v2
+      - uses: actions/upload-artifact@v4
         with:
           path: wheelhouse/*.whl
 
@@ -72,7 +72,7 @@ jobs:
             arch: aarch64
             platform_id: manylinux_aarch64
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v4
 
       - name: Set up QEMU
         uses: docker/setup-qemu-action@v1
@@ -87,7 +87,7 @@ jobs:
           CIBW_BUILD: cp${{ matrix.python }}-${{ matrix.platform_id }}
           # Manually force a version (and avoid building local wheels)
           CIBW_ENVIRONMENT: "SETUPTOOLS_SCM_PRETEND_VERSION=${{ github.event.inputs.overrideVersion }}"
-      - uses: actions/upload-artifact@v2
+      - uses: actions/upload-artifact@v4
         with:
           path: wheelhouse/*.whl