diff --git a/.github/workflows/run-test.yml b/.github/workflows/run-test.yml
index 84364973..3e98e2e3 100644
--- a/.github/workflows/run-test.yml
+++ b/.github/workflows/run-test.yml
@@ -19,7 +19,7 @@ jobs:
   tests:
     strategy:
       matrix:
-        python-version: ["3.7", "3.8", "3.9", "3.10", "3.11"]
+        python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"]
         os: [ubuntu-latest, windows-latest, macos-latest]
     runs-on: ${{ matrix.os }}
     steps:
@@ -40,10 +40,10 @@ jobs:
     runs-on: ubuntu-latest
     steps:
     - uses: actions/checkout@v2
-    - name: Set up Python 3.8
+    - name: Set up Python 3.10
       uses: actions/setup-python@v2
       with:
-        python-version: '3.8'
+        python-version: '3.10'
     - name: Install ruptures
       run: |
         python -m pip install --upgrade pip
diff --git a/.github/workflows/upload-to-pypi.yml b/.github/workflows/upload-to-pypi.yml
index 22aa134b..0fdfebd7 100644
--- a/.github/workflows/upload-to-pypi.yml
+++ b/.github/workflows/upload-to-pypi.yml
@@ -22,7 +22,7 @@ jobs:
     - name: Setup Python
       uses: actions/setup-python@v2
       with:
-        python-version: '3.8'
+        python-version: '3.10'
     - name: Install deps
       run: python -m pip install build twine
     - name: Build SDist
@@ -52,7 +52,7 @@ jobs:
         run: python -m cibuildwheel --output-dir wheelhouse
         env:
           # Disable explicitly building PyPI wheels for specific configurations
-          CIBW_SKIP: pp* cp{38,39,310,311}-manylinux_i686 *-musllinux_* cp{38,39,310,311}-win32
+          CIBW_SKIP: pp* cp{38,39,310,311,312}-manylinux_i686 *-musllinux_* cp{38,39,310,311,312}-win32
           CIBW_PRERELEASE_PYTHONS: False
           # Manually force a version (and avoid building local wheels)
           CIBW_ENVIRONMENT: "SETUPTOOLS_SCM_PRETEND_VERSION=${{ github.event.inputs.overrideVersion }}"
@@ -66,7 +66,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python: [36, 37, 38, 39, 310, 311]
+        python: [36, 37, 38, 39, 310, 311, 312]
         include:
           - os: ubuntu-latest
             arch: aarch64
diff --git a/README.md b/README.md
index 8f2f9d7f..6229ec6b 100644
--- a/README.md
+++ b/README.md
@@ -2,7 +2,7 @@
 
 [![Maintenance](https://img.shields.io/badge/Maintained%3F-yes-green.svg)](https://GitHub.com/deepcharles/ruptures/graphs/commit-activity)
 [![build](https://github.com/deepcharles/ruptures/actions/workflows/run-test.yml/badge.svg)](https://github.com/deepcharles/ruptures/actions/workflows/run-test.yml)
-![python](https://img.shields.io/badge/python-3.6%20|%203.7%20|%203.8%20|%203.9%20|%203.10%20|%203.11-blue)
+![python](https://img.shields.io/badge/python-3.6%20%7C%203.7%20%7C%203.8%20%7C%203.9%20%7C%203.10%20%7C%203.11%20%7C%203.12-blue)
 [![PyPI version](https://badge.fury.io/py/ruptures.svg)](https://badge.fury.io/py/ruptures)
 [![Conda Version](https://img.shields.io/conda/vn/conda-forge/ruptures.svg)](https://anaconda.org/conda-forge/ruptures)
 [![docs](https://github.com/deepcharles/ruptures/actions/workflows/check-docs.yml/badge.svg)](https://github.com/deepcharles/ruptures/actions/workflows/check-docs.yml)