diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 9fd3ab8..01c73ce 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -8,7 +8,7 @@ on:
       - published
 
 env:
-  MINIMUM_PYTHON_VERSION: "3.7"
+  MINIMUM_PYTHON_VERSION: "3.8"
 
 concurrency:
   group: ${{ github.head_ref || github.run_id }}
@@ -20,7 +20,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Install Python ${{ env.MINIMUM_PYTHON_VERSION }}
-        uses: actions/setup-python@v3
+        uses: actions/setup-python@v4
         with:
           python-version: ${{ env.MINIMUM_PYTHON_VERSION }}
       - uses: actions/checkout@v3
@@ -36,29 +36,25 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: ["3.7", "3.8", "3.9"]
+        python-version: ["3.8", "3.9", "3.10", "3.11"]
     steps:
       - uses: actions/checkout@v3
       - name: Setup Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v3
+        uses: actions/setup-python@v4
         with:
           python-version: ${{ matrix.python-version }}
       - name: Install Tox and any other packages
         run: |
           python -m pip install --upgrade pip
           python -m pip install tox-gh-actions poetry
-      - name: Run quick tests (Not Python ${{ env.MINIMUM_PYTHON_VERSION }})
-        if: ${{ matrix.python-version != env.MINIMUM_PYTHON_VERSION }}
-        run: tox -- -m "not slow"
-      - name: Run all tests (Python ${{ env.MINIMUM_PYTHON_VERSION }} only)
-        if: ${{ matrix.python-version == env.MINIMUM_PYTHON_VERSION }}
+      - name: Run all tests
         run: tox
 
   docs:
     runs-on: ubuntu-latest
     steps:
       - name: Install Python ${{ env.MINIMUM_PYTHON_VERSION }}
-        uses: actions/setup-python@v3
+        uses: actions/setup-python@v4
         with:
           python-version: ${{ env.MINIMUM_PYTHON_VERSION }}
       - uses: actions/checkout@v3
@@ -81,7 +77,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Install Python ${{ env.MINIMUM_PYTHON_VERSION }}
-        uses: actions/setup-python@v3
+        uses: actions/setup-python@v4
         with:
           python-version: ${{ env.MINIMUM_PYTHON_VERSION }}
       - uses: actions/checkout@v3
diff --git a/.gitignore b/.gitignore
index 4ab6e72..9eb2032 100644
--- a/.gitignore
+++ b/.gitignore
@@ -107,3 +107,6 @@ ENV/
 
 # Poetry
 poetry.lock
+
+# vscode
+.vscode/
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 45db7b6..9fb0648 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,6 +1,6 @@
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.1.0
+    rev: v4.4.0
     hooks:
       - id: check-docstring-first
       - id: debug-statements
@@ -8,22 +8,22 @@ repos:
       - id: mixed-line-ending
       - id: trailing-whitespace
   - repo: https://github.com/asottile/pyupgrade
-    rev: v2.31.0
+    rev: v3.3.1
     hooks:
       - id: pyupgrade
         language: python
-        args: [--py37-plus]
+        args: [--py38-plus]
   - repo: https://github.com/pycqa/isort
-    rev: 5.10.1
+    rev: 5.12.0
     hooks:
       - id: isort
   - repo: https://github.com/ambv/black
-    rev: 22.3.0
+    rev: 23.1.0
     hooks:
       - id: black
         language: python
-  - repo: https://github.com/PyCQA/flake8
-    rev: 5.0.4
+  - repo: https://github.com/pycqa/flake8
+    rev: 6.0.0
     hooks:
       - id: flake8
         language: python
@@ -35,8 +35,6 @@ repos:
           - mccabe
           - yesqa
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: 'v0.931'
+    rev: 'v1.0.1'
     hooks:
       - id: mypy
-        additional_dependencies:
-          - types-setuptools  # Required for versioning on py37
diff --git a/HISTORY.md b/HISTORY.md
index 6ba1e9a..4e027a3 100644
--- a/HISTORY.md
+++ b/HISTORY.md
@@ -1,5 +1,10 @@
 # History
 
+## 0.3.2 (UNRELEASED)
+
+ - Removed support for Python 3.7
+ - Added support for Python 3.10 and Python 3.11
+
 ## 0.3.1 (2022-01-24)
 
   - Added parameters to docker run commands to better reflect how
diff --git a/README.md b/README.md
index 569c6b7..b79064b 100644
--- a/README.md
+++ b/README.md
@@ -25,7 +25,7 @@ containers for grand-challenge.org.
 
 ## Getting Started
 
-[evalutils](https://github.com/comic/evalutils) requires Python 3.7 or
+[evalutils](https://github.com/comic/evalutils) requires Python 3.8 or
 above, and can be installed from `pip`.
 Please see the [Getting Started](https://comic.github.io/evalutils/usage.html)
 documentation for more details.
diff --git a/docs/conf.py b/docs/conf.py
index 2cb539c..3750d09 100755
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -19,17 +19,10 @@
 #
 import os
 import sys
+from importlib.metadata import version as _get_version
 from typing import Dict, List
 
-try:
-    from importlib.metadata import version
-
-    evalutils_version = version("evalutils")
-except ImportError:
-    # py <= py37
-    from pkg_resources import get_distribution
-
-    evalutils_version = get_distribution("evalutils").version
+evalutils_version = _get_version("evalutils")
 
 sys.path.insert(0, os.path.abspath(".."))
 
diff --git a/docs/contributing.rst b/docs/contributing.rst
index 8758468..adc6497 100644
--- a/docs/contributing.rst
+++ b/docs/contributing.rst
@@ -102,7 +102,7 @@ Before you submit a pull request, check that it meets these guidelines:
 2. If the pull request adds functionality, the docs should be updated. Put
    your new functionality into a function with a docstring, and add the
    feature to the list in README.md.
-3. The pull request should work for Python 3.7, 3.8 and 3.9. Check
+3. The pull request should work for Python 3.8, 3.9, 3.10 and 3.11. Check
    https://travis-ci.org/comic/evalutils/pull_requests
    and make sure that the tests pass for all supported Python versions.
 
diff --git a/docs/environment.yml b/docs/environment.yml
deleted file mode 100644
index 9f7cf67..0000000
--- a/docs/environment.yml
+++ /dev/null
@@ -1,10 +0,0 @@
-name: evalutils
-channels:
- - anaconda
-dependencies:
- - pip:
-    - SimpleITK
-    - sphinx-autodoc-typehints
- - python=3.9
- - pandas
- - imageio
diff --git a/docs/usage.rst b/docs/usage.rst
index a7ff4f3..d5234dd 100644
--- a/docs/usage.rst
+++ b/docs/usage.rst
@@ -67,7 +67,7 @@ The different challenge types that you can select are:
     For this sort of challenge, you may have many candidate points and many ground truth points per case.
     By default, the results per case are also reported.
 
-If you do not have a local python 3.7+ environment you can also
+If you do not have a local python 3.8+ environment you can also
 generate your project with docker by running a container and sharing your current user id:
 
 .. code-block:: console
@@ -396,7 +396,7 @@ The different algorithm types that you can select are:
     For instance, this evaluation could be used for detection of tumours in images.
     By default, the algorithm outputs a single `/output/results.json` which lists the results per case.
 
-If you do not have a local python 3.7+ environment you can also
+If you do not have a local python 3.8+ environment you can also
 generate your project with docker by running a container and sharing your current user id:
 
 .. code-block:: console
diff --git a/evalutils/cli.py b/evalutils/cli.py
index 76a97db..f843941 100644
--- a/evalutils/cli.py
+++ b/evalutils/cli.py
@@ -1,4 +1,6 @@
 import re
+import sys
+from importlib.metadata import version
 from pathlib import Path
 from typing import List
 
@@ -6,15 +8,7 @@
 from cookiecutter.exceptions import FailedHookException
 from cookiecutter.main import cookiecutter
 
-try:
-    from importlib.metadata import version
-
-    evalutils_version = version("evalutils")
-except ImportError:
-    # py <= py37
-    from pkg_resources import get_distribution
-
-    evalutils_version = get_distribution("evalutils").version
+evalutils_version = version("evalutils")
 
 EVALUATION_CHOICES = ["Classification", "Segmentation", "Detection"]
 ALGORITHM_CHOICES = EVALUATION_CHOICES
@@ -40,7 +34,7 @@ def validate_python_module_name_string(ctx, param, arg):
             exit(1)
 
         if not re.match(MODULE_REGEX, arg) or arg in FORBIDDEN_NAMES:
-            click.echo(f"ERROR: '{arg}' is not a valid Python module name!")
+            click.echo(f"ERROR: {arg!r} is not a valid Python module name!")
             exit(1)
 
         return arg
@@ -96,6 +90,8 @@ def init_evaluation(challenge_name, kind, dev):
                 "evalutils_version": evalutils_version,
                 "challenge_kind": kind,
                 "dev_build": 1 if dev else 0,
+                "python_major_version": sys.version_info.major,
+                "python_minor_version": sys.version_info.minor,
             },
         )
         click.echo(f"Created project {challenge_name}")
@@ -186,6 +182,8 @@ def init_algorithm(algorithm_name, kind, dev):
                 "evalutils_name": __name__.split(".")[0],
                 "evalutils_version": evalutils_version,
                 "dev_build": 1 if dev else 0,
+                "python_major_version": sys.version_info.major,
+                "python_minor_version": sys.version_info.minor,
             },
         )
         click.echo(f"Created project {algorithm_name}")
diff --git a/evalutils/evalutils.py b/evalutils/evalutils.py
index 71fd91a..645d273 100644
--- a/evalutils/evalutils.py
+++ b/evalutils/evalutils.py
@@ -131,7 +131,7 @@ def _load_cases(
         *,
         folder: Path,
         file_loader: ImageLoader,
-        file_filter: Pattern[str] = None,
+        file_filter: Optional[Pattern[str]] = None,
     ) -> DataFrame:
         cases = None
 
@@ -183,7 +183,7 @@ def process(self):
         self.process_cases()
         self.save()
 
-    def process_cases(self, file_loader_key: str = None):
+    def process_cases(self, file_loader_key: Optional[str] = None):
         if file_loader_key is None:
             file_loader_key = self._index_key
         self._case_results = []
@@ -329,8 +329,8 @@ def __init__(
         file_sorter_key: Callable = first_int_in_filename_key,
         file_loader: FileLoader,
         validators: Tuple[DataFrameValidator, ...],
-        join_key: str = None,
-        aggregates: Set[str] = None,
+        join_key: Optional[str] = None,
+        aggregates: Optional[Set[str]] = None,
         output_file: PathLike = DEFAULT_EVALUATION_OUTPUT_FILE_PATH,
     ):
         """
diff --git a/evalutils/io.py b/evalutils/io.py
index df56c28..182944a 100644
--- a/evalutils/io.py
+++ b/evalutils/io.py
@@ -46,7 +46,7 @@ def first_int_in_filename_key(fname: Path) -> str:
     try:
         return f"{get_first_int_in(fname.stem):>64}"
     except AttributeError:
-        logger.warning(f"Could not find an int in the string '{fname.stem}'.")
+        logger.warning(f"Could not find an int in the string {fname.stem!r}.")
         return fname.stem
 
 
diff --git a/evalutils/templates/algorithm/cookiecutter.json b/evalutils/templates/algorithm/cookiecutter.json
index 987ec5e..f312b33 100644
--- a/evalutils/templates/algorithm/cookiecutter.json
+++ b/evalutils/templates/algorithm/cookiecutter.json
@@ -8,9 +8,7 @@
     "package_name": "{{ cookiecutter.algorithm_name|replace(' ', '') }}",
     "evalutils_name": "",
     "evalutils_version": "",
-    "docker_base_container": "python:3.9-slim",
     "dev_build": 0,
-    "_copy_without_render": [
-        "*.github"
-    ]
+    "python_major_version": "",
+    "python_minor_version": ""
 }
diff --git a/evalutils/templates/algorithm/hooks/pre_gen_project.py b/evalutils/templates/algorithm/hooks/pre_gen_project.py
index 281b1ae..264caf4 100644
--- a/evalutils/templates/algorithm/hooks/pre_gen_project.py
+++ b/evalutils/templates/algorithm/hooks/pre_gen_project.py
@@ -7,5 +7,5 @@
 package_name = "{{ cookiecutter.package_name }}"
 
 if not re.match(MODULE_REGEX, package_name) or package_name in FORBIDDEN_NAMES:
-    print(f"ERROR: '{package_name}' is not a valid Python module name!")
+    print(f"ERROR: {package_name!r} is not a valid Python module name!")
     exit(1)
diff --git a/evalutils/templates/algorithm/{{ cookiecutter.package_name }}/.github/workflows/ci.yml b/evalutils/templates/algorithm/{{ cookiecutter.package_name }}/.github/workflows/ci.yml
index 5ea8b5e..dd0570c 100644
--- a/evalutils/templates/algorithm/{{ cookiecutter.package_name }}/.github/workflows/ci.yml	
+++ b/evalutils/templates/algorithm/{{ cookiecutter.package_name }}/.github/workflows/ci.yml	
@@ -3,17 +3,17 @@ name: CI
 on: [push, pull_request]
 
 env:
-  PYTHON_VERSION: '3.9'
+  PYTHON_VERSION: '{{ cookiecutter.python_major_version }}.{{ cookiecutter.python_minor_version }}'
 
 jobs:
 
   algorithm-tests:
     runs-on: ubuntu-latest
     steps:
-      - name: Install Python ${{ env.PYTHON_VERSION }}
-        uses: actions/setup-python@v3
+      - name: Install Python ${{ "{{" }} env.PYTHON_VERSION {{ "}}" }}
+        uses: actions/setup-python@v4
         with:
-          python-version: ${{ env.PYTHON_VERSION }}
+          python-version: ${{ "{{" }} env.PYTHON_VERSION {{ "}}" }}
       - uses: actions/checkout@v3
       - name: Build the containers
         run: |
diff --git a/evalutils/templates/algorithm/{{ cookiecutter.package_name }}/Dockerfile b/evalutils/templates/algorithm/{{ cookiecutter.package_name }}/Dockerfile
index 20a4f57..731c669 100644
--- a/evalutils/templates/algorithm/{{ cookiecutter.package_name }}/Dockerfile	
+++ b/evalutils/templates/algorithm/{{ cookiecutter.package_name }}/Dockerfile	
@@ -1,4 +1,4 @@
-FROM {{ cookiecutter.docker_base_container }}
+FROM python:{{ cookiecutter.python_major_version }}.{{ cookiecutter.python_minor_version }}-slim
 
 {% if cookiecutter.dev_build|int -%}
 RUN apt-get update && apt-get install -y git
@@ -28,4 +28,4 @@ RUN python -m pip install --user -rrequirements.txt
 
 COPY --chown=algorithm:algorithm process.py /opt/algorithm/
 
-ENTRYPOINT python -m process $0 $@
+ENTRYPOINT [ "python", "-m", "process" ]
diff --git a/evalutils/templates/algorithm/{{ cookiecutter.package_name }}/requirements.txt b/evalutils/templates/algorithm/{{ cookiecutter.package_name }}/requirements.txt
index 826d796..f81d119 100644
--- a/evalutils/templates/algorithm/{{ cookiecutter.package_name }}/requirements.txt	
+++ b/evalutils/templates/algorithm/{{ cookiecutter.package_name }}/requirements.txt	
@@ -1,5 +1,3 @@
 {% if not cookiecutter.dev_build|int %}
 {{ cookiecutter.evalutils_name }}=={{ cookiecutter.evalutils_version }}
 {% endif %}
-scikit-learn==0.24.2
-scipy==1.6.3
diff --git a/evalutils/templates/algorithm/{{ cookiecutter.package_name }}/test.sh b/evalutils/templates/algorithm/{{ cookiecutter.package_name }}/test.sh
index 3d47407..8d00def 100755
--- a/evalutils/templates/algorithm/{{ cookiecutter.package_name }}/test.sh	
+++ b/evalutils/templates/algorithm/{{ cookiecutter.package_name }}/test.sh	
@@ -24,12 +24,12 @@ docker run --rm \
 
 docker run --rm \
         -v {{ cookiecutter.package_name|lower }}-output-$VOLUME_SUFFIX:/output/ \
-        {{ cookiecutter.docker_base_container }} cat /output/results.json | python -m json.tool
+        python:{{ cookiecutter.python_major_version }}.{{ cookiecutter.python_minor_version }}-slim cat /output/results.json | python -m json.tool
 
 docker run --rm \
         -v {{ cookiecutter.package_name|lower }}-output-$VOLUME_SUFFIX:/output/ \
         -v $SCRIPTPATH/test/:/input/ \
-        {{ cookiecutter.docker_base_container }} python -c "import json, sys; f1 = json.load(open('/output/results.json')); f2 = json.load(open('/input/expected_output.json')); sys.exit(f1 != f2);"
+        python:{{ cookiecutter.python_major_version }}.{{ cookiecutter.python_minor_version }}-slim python -c "import json, sys; f1 = json.load(open('/output/results.json')); f2 = json.load(open('/input/expected_output.json')); sys.exit(f1 != f2);"
 
 if [ $? -eq 0 ]; then
     echo "Tests successfully passed..."
diff --git a/evalutils/templates/evaluation/cookiecutter.json b/evalutils/templates/evaluation/cookiecutter.json
index fcc0383..9718602 100644
--- a/evalutils/templates/evaluation/cookiecutter.json
+++ b/evalutils/templates/evaluation/cookiecutter.json
@@ -8,9 +8,7 @@
     ],
     "evalutils_name": "",
     "evalutils_version": "",
-    "docker_base_container": "python:3.9-slim",
     "dev_build": 0,
-    "_copy_without_render": [
-        "*.github"
-    ]
+    "python_major_version": "",
+    "python_minor_version": ""
 }
diff --git a/evalutils/templates/evaluation/hooks/pre_gen_project.py b/evalutils/templates/evaluation/hooks/pre_gen_project.py
index 281b1ae..264caf4 100644
--- a/evalutils/templates/evaluation/hooks/pre_gen_project.py
+++ b/evalutils/templates/evaluation/hooks/pre_gen_project.py
@@ -7,5 +7,5 @@
 package_name = "{{ cookiecutter.package_name }}"
 
 if not re.match(MODULE_REGEX, package_name) or package_name in FORBIDDEN_NAMES:
-    print(f"ERROR: '{package_name}' is not a valid Python module name!")
+    print(f"ERROR: {package_name!r} is not a valid Python module name!")
     exit(1)
diff --git a/evalutils/templates/evaluation/{{ cookiecutter.package_name }}/.github/workflows/ci.yml b/evalutils/templates/evaluation/{{ cookiecutter.package_name }}/.github/workflows/ci.yml
index 3e95a9d..c18166c 100644
--- a/evalutils/templates/evaluation/{{ cookiecutter.package_name }}/.github/workflows/ci.yml	
+++ b/evalutils/templates/evaluation/{{ cookiecutter.package_name }}/.github/workflows/ci.yml	
@@ -3,17 +3,17 @@ name: CI
 on: [push, pull_request]
 
 env:
-  PYTHON_VERSION: '3.9'
+  PYTHON_VERSION: '{{ cookiecutter.python_major_version }}.{{ cookiecutter.python_minor_version }}'
 
 jobs:
 
   evaluation-tests:
     runs-on: ubuntu-latest
     steps:
-      - name: Install Python ${{ env.PYTHON_VERSION }}
-        uses: actions/setup-python@v3
+      - name: Install Python ${{ "{{" }} env.PYTHON_VERSION {{ "}}" }}
+        uses: actions/setup-python@v4
         with:
-          python-version: ${{ env.PYTHON_VERSION }}
+          python-version: ${{ "{{" }} env.PYTHON_VERSION {{ "}}" }}
       - uses: actions/checkout@v3
       - name: Build the containers
         run: |
diff --git a/evalutils/templates/evaluation/{{ cookiecutter.package_name }}/Dockerfile b/evalutils/templates/evaluation/{{ cookiecutter.package_name }}/Dockerfile
index 2b9935a..0b989ed 100644
--- a/evalutils/templates/evaluation/{{ cookiecutter.package_name }}/Dockerfile	
+++ b/evalutils/templates/evaluation/{{ cookiecutter.package_name }}/Dockerfile	
@@ -1,4 +1,4 @@
-FROM {{ cookiecutter.docker_base_container }}
+FROM python:{{ cookiecutter.python_major_version }}.{{ cookiecutter.python_minor_version }}-slim
 
 {% if cookiecutter.dev_build|int -%}
 RUN apt-get update && apt-get install -y git
@@ -29,4 +29,4 @@ RUN python -m pip install --user -rrequirements.txt
 
 COPY --chown=evaluator:evaluator evaluation.py /opt/evaluation/
 
-ENTRYPOINT "python" "-m" "evaluation"
+ENTRYPOINT [ "python", "-m", "evaluation" ]
diff --git a/evalutils/templates/evaluation/{{ cookiecutter.package_name }}/requirements.txt b/evalutils/templates/evaluation/{{ cookiecutter.package_name }}/requirements.txt
index 826d796..f81d119 100644
--- a/evalutils/templates/evaluation/{{ cookiecutter.package_name }}/requirements.txt	
+++ b/evalutils/templates/evaluation/{{ cookiecutter.package_name }}/requirements.txt	
@@ -1,5 +1,3 @@
 {% if not cookiecutter.dev_build|int %}
 {{ cookiecutter.evalutils_name }}=={{ cookiecutter.evalutils_version }}
 {% endif %}
-scikit-learn==0.24.2
-scipy==1.6.3
diff --git a/evalutils/templates/evaluation/{{ cookiecutter.package_name }}/test.sh b/evalutils/templates/evaluation/{{ cookiecutter.package_name }}/test.sh
index e8ba1b2..72c111a 100755
--- a/evalutils/templates/evaluation/{{ cookiecutter.package_name }}/test.sh	
+++ b/evalutils/templates/evaluation/{{ cookiecutter.package_name }}/test.sh	
@@ -23,6 +23,6 @@ docker run --rm \
 
 docker run --rm \
         -v {{ cookiecutter.package_name|lower }}-output-$VOLUME_SUFFIX:/output/ \
-        {{ cookiecutter.docker_base_container }} cat /output/metrics.json | python -m json.tool
+        python:{{ cookiecutter.python_major_version }}.{{ cookiecutter.python_minor_version }}-slim cat /output/metrics.json | python -m json.tool
 
 docker volume rm {{ cookiecutter.package_name|lower }}-output-$VOLUME_SUFFIX
diff --git a/evalutils/validators.py b/evalutils/validators.py
index 39653b0..a50d13f 100644
--- a/evalutils/validators.py
+++ b/evalutils/validators.py
@@ -102,7 +102,6 @@ def __init__(
         super().__init__()
 
     def validate(self, *, df: DataFrame):
-
         undefined_cols = [c for c in self._expected if c not in df.columns]
 
         if undefined_cols:
diff --git a/pyproject.toml b/pyproject.toml
index 237cb06..ef08466 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -17,7 +17,7 @@ classifiers = [
 evalutils = "evalutils.__main__:main"
 
 [tool.poetry.dependencies]
-python = ">=3.7.1,<3.10"  # Pandas requires py>=3.7.1
+python = "^3.8"
 imageio = { version = "*", extras=["tifffile"] }
 # Exclude 2.1.1.1 due to
 # https://github.com/SimpleITK/SimpleITK/issues/1627
@@ -27,12 +27,8 @@ cookiecutter = "*"
 click = "*"
 scipy = "*"
 scikit-learn = "*"
-numpy = [
-  { version = "^1.21", python = "<3.8" },
-  { version = "^1.22", python = ">=3.8,<3.10" }
-]
-pandas = "^1.3"
-setuptools = { version = "*", python = "~3.7" }
+numpy = ">=1.22"
+pandas = ">=1.3"
 
 [tool.poetry.dev-dependencies]
 pytest = "*"
@@ -53,7 +49,7 @@ line_length = 79
 
 [tool.black]
 line-length = 79
-target-version = ['py37']
+target-version = ['py38']
 
 [tool.pytest.ini_options]
 minversion = "6.0"
@@ -75,13 +71,14 @@ filterwarnings = [
 legacy_tox_ini = """
 [tox]
 isolated_build = True
-envlist = py{37, 38, 39}
+envlist = py38, py39, py310, p311
 
 [gh-actions]
 python =
-    3.7: py37
     3.8: py38
     3.9: py39
+    3.10: py310
+    3.11: py311
 
 [testenv]
 allowlist_externals =
diff --git a/setup.cfg b/setup.cfg
index b674feb..bc1957c 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -2,7 +2,7 @@
 collect_ignore = ['setup.py']
 
 [mypy]
-python_version = 3.9
+python_version = 3.11
 # disallow_untyped_defs = True
 
 [flake8]
@@ -30,3 +30,6 @@ ignore =
     W503
     # E501 (line lengths) will be checked with B950 instead
     E501
+    # B905 `zip()` without an explicit `strict=` parameter
+    # Introduced in py310, still need to support py39
+    B905