From 62f58a3072d69eed7085a7527f1af40648d355b9 Mon Sep 17 00:00:00 2001
From: Ben Mares <services-git-throwaway1@tensorial.com>
Date: Wed, 4 Jun 2025 23:56:50 +0200
Subject: [PATCH 1/4] Drop Python 3.10 support

---
 pyproject.toml | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 982699723..2f26932be 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -12,7 +12,6 @@ classifiers = [
   "Development Status :: 5 - Production/Stable",
   "Programming Language :: Python",
   "Programming Language :: Python :: 3",
-  "Programming Language :: Python :: 3.10",
   "Programming Language :: Python :: 3.11",
   "Programming Language :: Python :: 3.12",
   "Programming Language :: Python :: 3.13",
@@ -23,7 +22,7 @@ classifiers = [
   "Operating System :: OS Independent",
 ]
 readme = "README.md"
-requires-python = ">=3.10"
+requires-python = ">=3.11"
 keywords = [
   "probability",
   "machine learning",

From 72a7263bea4894b56a6f7c3ac6170964648f7eca Mon Sep 17 00:00:00 2001
From: Ben Mares <services-git-throwaway1@tensorial.com>
Date: Thu, 5 Jun 2025 00:06:33 +0200
Subject: [PATCH 2/4] Test on 3.11 and run `pip check`

---
 .github/workflows/test.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 8fc2a8cf5..aa8756aa8 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -25,7 +25,7 @@ jobs:
     strategy:
       matrix:
         os: [ubuntu-latest]
-        python-version: ["3.10"]
+        python-version: ["3.11"]
         test-subset:
           - tests/model
           - tests/statespace/core/test_statespace.py
@@ -55,6 +55,7 @@ jobs:
         run: |
           pip install -e ".[dev]"
           python --version
+          pip check
       - name: Run tests
         run: |
           python -m pytest --color=yes -vv --cov=pymc_extras --cov-append --cov-report=xml --cov-report term --durations=50 $TEST_SUBSET

From 214f30f2fc851fdb6b91aa205cd9bbf422050ed5 Mon Sep 17 00:00:00 2001
From: Ben Mares <services-git-throwaway1@tensorial.com>
Date: Thu, 5 Jun 2025 00:09:58 +0200
Subject: [PATCH 3/4] Update pypi workflow to bump Python 3.10 -> 3.11

---
 .github/workflows/pypi.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/pypi.yml b/.github/workflows/pypi.yml
index 3b8a57e61..3c5c47d4e 100644
--- a/.github/workflows/pypi.yml
+++ b/.github/workflows/pypi.yml
@@ -17,7 +17,7 @@ jobs:
           fetch-depth: 0
       - uses: actions/setup-python@v5
         with:
-          python-version: "3.10"
+          python-version: "3.11"
       - name: Build the sdist and the wheel
         run: |
           pip install build

From 23fdc61444606756fe93919f0d46b7f084f88d59 Mon Sep 17 00:00:00 2001
From: Ben Mares <services-git-throwaway1@tensorial.com>
Date: Thu, 5 Jun 2025 12:46:57 +0200
Subject: [PATCH 4/4] Use Python 3.11 with readthedocs

---
 .readthedocs.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.readthedocs.yaml b/.readthedocs.yaml
index 304c31290..2b724c6f1 100644
--- a/.readthedocs.yaml
+++ b/.readthedocs.yaml
@@ -5,7 +5,7 @@ version: 2
 build:
   os: ubuntu-20.04
   tools:
-    python: "3.10"
+    python: "3.11"
 
 python:
    install: