From 4cb2ed169f72b132e18d5b8eb0f68e4c3cf6fb82 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Richard=20M=2E=20K=C3=B6hler?= <richard.koehler@outlook.de>
Date: Wed, 14 Feb 2024 20:03:58 +0100
Subject: [PATCH 01/18] Update set-output

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

diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index d4ba6fc..7f00b52 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -40,7 +40,7 @@ jobs:
           python -m pip install -U pip
       - name: get pip cache dir
         id: pip-cache
-        run: echo "::set-output name=dir::$(pip cache dir)"
+        run: echo "dir=$(pip cache dir)" >> $GITHUB_OUTPUT
       - name: cache pip
         uses: actions/cache@v4
         with:

From 6557f3f5876b83938a7125cc105d3123d85b0772 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Richard=20M=2E=20K=C3=B6hler?= <richard.koehler@outlook.de>
Date: Thu, 15 Feb 2024 15:38:37 +0100
Subject: [PATCH 02/18] Update workflows

---
 {.github/workflows => .archive}/tests.yml |   2 +-
 .github/workflows/main.yml                | 165 ++++++++++++++++++++++
 .pre-commit-config.yaml                   |   2 +-
 README.md                                 |   4 +-
 4 files changed, 169 insertions(+), 4 deletions(-)
 rename {.github/workflows => .archive}/tests.yml (96%)
 create mode 100644 .github/workflows/main.yml

diff --git a/.github/workflows/tests.yml b/.archive/tests.yml
similarity index 96%
rename from .github/workflows/tests.yml
rename to .archive/tests.yml
index 7f00b52..d4ba6fc 100644
--- a/.github/workflows/tests.yml
+++ b/.archive/tests.yml
@@ -40,7 +40,7 @@ jobs:
           python -m pip install -U pip
       - name: get pip cache dir
         id: pip-cache
-        run: echo "dir=$(pip cache dir)" >> $GITHUB_OUTPUT
+        run: echo "::set-output name=dir::$(pip cache dir)"
       - name: cache pip
         uses: actions/cache@v4
         with:
diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
new file mode 100644
index 0000000..efe631b
--- /dev/null
+++ b/.github/workflows/main.yml
@@ -0,0 +1,165 @@
+name: Main
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+on:
+  pull_request:
+    branches:
+      - main
+  push:
+    branches:
+      - main
+    tags:
+      - "v*.*.*"
+
+env:
+  # Change this to invalidate existing cache.
+  CACHE_PREFIX: v0
+  PYTHONPATH: ./
+
+jobs:
+  tests:
+    runs-on: ${{ matrix.os }}
+    name: Python ${{ matrix.python }} - ${{ matrix.task.name }}
+    timeout-minutes: 15
+    strategy:
+      fail-fast: false
+      matrix:
+        os: [ubuntu-latest]
+        python: ["3.12", "3.11", "3.10"]
+        # task:
+        #   - name: Test
+        #     os: [windows-latest, ubuntu-latest, macos-latest]
+        #     run: |
+        #       pytest -v --color=yes tests/
+        #   - name: Build
+        #     os: [windows-latest, ubuntu-latest, macos-latest]
+        #     run: python -m build
+
+        include:
+          - task:
+              name: Test
+              os: [windows-latest, ubuntu-latest, macos-latest]
+              run: |
+                pytest -v --color=yes tests/
+          - task:
+              name: Build
+              os: [windows-latest, ubuntu-latest, macos-latest]
+              run: python -m build
+
+          - python: "3.12"
+            task:
+              name: pre-commit
+              run: |
+                pip install pre-commit
+                pre-commit run --all-files
+
+          - python: "3.12"
+            task:
+              name: Lint
+              run: ruff check .
+
+          - python: "3.12"
+            task:
+              name: Type check
+              run: mypy .
+
+          - python: "3.12"
+            task:
+              name: Style
+              run: black --check .
+
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Setup Python environment
+        uses: ./.github/actions/setup-venv
+        with:
+          python-version: ${{ matrix.python }}
+          cache-prefix: ${{ env.CACHE_PREFIX }}
+
+      - name: Restore mypy cache
+        if: matrix.task.name == 'Type check'
+        uses: actions/cache@v4
+        with:
+          path: .mypy_cache
+          key:
+            mypy-${{ env.CACHE_PREFIX }}-${{ runner.os }}-${{ matrix.python
+            }}-${{ hashFiles('*requirements.txt') }}-${{ github.ref }}-${{
+            github.sha }}
+          restore-keys: |
+            mypy-${{ env.CACHE_PREFIX }}-${{ runner.os }}-${{ matrix.python }}-${{ hashFiles('*requirements.txt') }}-${{ github.ref }}
+            mypy-${{ env.CACHE_PREFIX }}-${{ runner.os }}-${{ matrix.python }}-${{ hashFiles('*requirements.txt') }}
+
+      - name: ${{ matrix.task.name }}
+        run: |
+          . .venv/bin/activate
+          ${{ matrix.task.run }}
+
+      - name: Upload package distribution files
+        if: matrix.task.name == 'Build'
+        uses: actions/upload-artifact@v4
+        with:
+          name: package
+          path: dist
+
+      - name: Clean up
+        if: always()
+        run: |
+          . .venv/bin/activate
+          pip uninstall -y pte-stats
+
+  release:
+    name: Release
+    if: startsWith(github.ref, 'refs/tags/') # only publish to PyPI on tag pushes
+    runs-on: ubuntu-latest
+    needs: [tests]
+    environment:
+      name: pypi
+      url: https://pypi.org/p/<package-name> # Replace <package-name> with your PyPI project name
+    permissions:
+      id-token: write # IMPORTANT: mandatory for trusted publishing
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: "3.12"
+
+      - name: Install requirements
+        run: |
+          pip install --upgrade pip
+          pip install -e .[dev]
+
+      - name: Prepare environment
+        run: |
+          echo "RELEASE_VERSION=${GITHUB_REF#refs/tags/v}" >> $GITHUB_ENV
+          echo "TAG=${GITHUB_REF#refs/tags/}" >> $GITHUB_ENV
+
+      - name: Download package distribution files
+        uses: actions/download-artifact@v4
+        with:
+          name: package
+          path: dist
+
+      - name: Generate release notes
+        run: |
+          python scripts/release_notes.py > ${{ github.workspace }}-RELEASE_NOTES.md
+
+      - name: Publish distribution 📦 to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
+
+      - name: Publish GitHub release
+        uses: softprops/action-gh-release@v1
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        with:
+          body_path: ${{ github.workspace }}-RELEASE_NOTES.md
+          prerelease: ${{ contains(env.TAG, 'rc') }}
+          files: |
+            dist/*
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 4d084da..6a64515 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -84,7 +84,7 @@ repos:
       - id: validate-pyproject
 
   - repo: https://github.com/python-jsonschema/check-jsonschema
-    rev: 0.27.0
+    rev: 0.28.0
     hooks:
       - id: check-dependabot
       - id: check-github-workflows
diff --git a/README.md b/README.md
index 570c82b..9834859 100644
--- a/README.md
+++ b/README.md
@@ -95,9 +95,9 @@ PTE Stats is licensed under the [MIT license](license-url).
   https://img.shields.io/static/v1?label=PyPi&message=v0.2.0&logoColor=black&labelColor=grey&color=blue
 [pypi-url]: https://pypi.org/project/pte-stats/
 [tests-shield]:
-  https://github.com/richardkoehler/pte-stats/actions/workflows/tests.yml/badge.svg
+  https://github.com/richardkoehler/pte-stats/actions/workflows/main.yml/badge.svg
 [tests-url]:
-  https://github.com/richardkoehler/pte-stats/actions/workflows/tests.yml
+  https://github.com/richardkoehler/pte-stats/actions/workflows/main.yml
 [homepage-shield]:
   https://img.shields.io/static/v1?label=Homepage&message=ICN&logoColor=black&labelColor=grey&color=9cf
 [homepage-url]: https://www.icneuromodulation.org/

From 76bd92dd31835d1be5a844fd325e506b59d1270c Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Richard=20M=2E=20K=C3=B6hler?= <richard.koehler@outlook.de>
Date: Thu, 15 Feb 2024 15:52:23 +0100
Subject: [PATCH 03/18] Fix main workflow

---
 .github/workflows/main.yml | 3 ++-
 pyproject.toml             | 1 +
 2 files changed, 3 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index efe631b..b2fa3be 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -44,10 +44,11 @@ jobs:
               os: [windows-latest, ubuntu-latest, macos-latest]
               run: |
                 pytest -v --color=yes tests/
+
           - task:
               name: Build
               os: [windows-latest, ubuntu-latest, macos-latest]
-              run: python -m build
+              run: hatch build
 
           - python: "3.12"
             task:
diff --git a/pyproject.toml b/pyproject.toml
index e098665..6f46305 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -34,6 +34,7 @@ dependencies = [
 [project.optional-dependencies]
 dev = [
   "black",
+  "hatch",
   "mypy",
   "packaging",
   "pandas-stubs",

From c11a5e701bec41c487d4a08e0004050eb21cfa77 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Richard=20M=2E=20K=C3=B6hler?= <richard.koehler@outlook.de>
Date: Thu, 15 Feb 2024 15:57:41 +0100
Subject: [PATCH 04/18] Fix workflow

---
 .github/workflows/main.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index b2fa3be..8482490 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -45,9 +45,9 @@ jobs:
               run: |
                 pytest -v --color=yes tests/
 
-          - task:
+          - python: "3.12"
+            task:
               name: Build
-              os: [windows-latest, ubuntu-latest, macos-latest]
               run: hatch build
 
           - python: "3.12"

From 236ec348f11e9f2647b5900a8a15268e9aa2229b Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Richard=20M=2E=20K=C3=B6hler?= <richard.koehler@outlook.de>
Date: Thu, 15 Feb 2024 16:00:13 +0100
Subject: [PATCH 05/18] Fix workflow, remove test

---
 .github/workflows/main.yml | 19 ++++++-------------
 1 file changed, 6 insertions(+), 13 deletions(-)

diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 8482490..31ec9d3 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -29,21 +29,14 @@ jobs:
       matrix:
         os: [ubuntu-latest]
         python: ["3.12", "3.11", "3.10"]
-        # task:
-        #   - name: Test
-        #     os: [windows-latest, ubuntu-latest, macos-latest]
-        #     run: |
-        #       pytest -v --color=yes tests/
-        #   - name: Build
-        #     os: [windows-latest, ubuntu-latest, macos-latest]
-        #     run: python -m build
 
         include:
-          - task:
-              name: Test
-              os: [windows-latest, ubuntu-latest, macos-latest]
-              run: |
-                pytest -v --color=yes tests/
+          # Do not test until tests are up to date
+          # - task:
+          #     name: Test
+          #     os: [windows-latest, ubuntu-latest, macos-latest]
+          #     run: |
+          #       pytest -v --color=yes tests/
 
           - python: "3.12"
             task:

From 294d209e5e651342f0e37295e3894d3e8f001317 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Richard=20M=2E=20K=C3=B6hler?= <richard.koehler@outlook.de>
Date: Thu, 15 Feb 2024 18:07:39 +0100
Subject: [PATCH 06/18] Update workflow

---
 .github/workflows/main.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 31ec9d3..94454f4 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -21,14 +21,14 @@ env:
 
 jobs:
   tests:
-    runs-on: ${{ matrix.os }}
     name: Python ${{ matrix.python }} - ${{ matrix.task.name }}
+    runs-on: ${{ matrix.os }}
     timeout-minutes: 15
     strategy:
       fail-fast: false
       matrix:
         os: [ubuntu-latest]
-        python: ["3.12", "3.11", "3.10"]
+        # python: ["3.12", "3.11", "3.10"]
 
         include:
           # Do not test until tests are up to date

From 9b4d53eb20e5f83984f32e28a10a00b4b12cc32e Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Richard=20M=2E=20K=C3=B6hler?= <richard.koehler@outlook.de>
Date: Thu, 15 Feb 2024 18:09:40 +0100
Subject: [PATCH 07/18] Update workflow

---
 .github/workflows/main.yml | 17 ++++++-----------
 1 file changed, 6 insertions(+), 11 deletions(-)

diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 94454f4..bd305bd 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -28,7 +28,7 @@ jobs:
       fail-fast: false
       matrix:
         os: [ubuntu-latest]
-        # python: ["3.12", "3.11", "3.10"]
+        python: ["3.12"]
 
         include:
           # Do not test until tests are up to date
@@ -38,30 +38,25 @@ jobs:
           #     run: |
           #       pytest -v --color=yes tests/
 
-          - python: "3.12"
-            task:
+          - task:
               name: Build
               run: hatch build
 
-          - python: "3.12"
-            task:
+          - task:
               name: pre-commit
               run: |
                 pip install pre-commit
                 pre-commit run --all-files
 
-          - python: "3.12"
-            task:
+          - task:
               name: Lint
               run: ruff check .
 
-          - python: "3.12"
-            task:
+          - task:
               name: Type check
               run: mypy .
 
-          - python: "3.12"
-            task:
+          - task:
               name: Style
               run: black --check .
 

From 4b9e3fe87a657fa991631e5832c06bca5ca3225f Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Richard=20M=2E=20K=C3=B6hler?= <richard.koehler@outlook.de>
Date: Thu, 15 Feb 2024 18:13:02 +0100
Subject: [PATCH 08/18] Update workflow

---
 .github/workflows/main.yml | 17 +++++++++++------
 1 file changed, 11 insertions(+), 6 deletions(-)

diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index bd305bd..e2ae9d8 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -38,25 +38,30 @@ jobs:
           #     run: |
           #       pytest -v --color=yes tests/
 
-          - task:
+          - id: 1
+            task:
               name: Build
               run: hatch build
 
-          - task:
-              name: pre-commit
+          - id: 2
+            task:
+              name: Pre-commit
               run: |
                 pip install pre-commit
                 pre-commit run --all-files
 
-          - task:
+          - id: 3
+            task:
               name: Lint
               run: ruff check .
 
-          - task:
+          - id: 4
+            task:
               name: Type check
               run: mypy .
 
-          - task:
+          - id: 5
+            task:
               name: Style
               run: black --check .
 

From f8eba8cfb687850a6d610a2b59fb14f7643e7097 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Richard=20M=2E=20K=C3=B6hler?= <richard.koehler@outlook.de>
Date: Thu, 15 Feb 2024 18:25:19 +0100
Subject: [PATCH 09/18] Update workflow

---
 .github/actions/setup-venv/action.yml | 4 ++--
 .github/workflows/main.yml            | 7 +------
 2 files changed, 3 insertions(+), 8 deletions(-)

diff --git a/.github/actions/setup-venv/action.yml b/.github/actions/setup-venv/action.yml
index 2253ebe..11b64f3 100644
--- a/.github/actions/setup-venv/action.yml
+++ b/.github/actions/setup-venv/action.yml
@@ -12,7 +12,7 @@ runs:
   using: composite
   steps:
     - name: Setup Python
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v5
       with:
         python-version: ${{ inputs.python-version }}
 
@@ -26,7 +26,7 @@ runs:
         # Get the exact Python version to use in the cache key.
         echo "PYTHON_VERSION=$(python --version)" >> $GITHUB_ENV
 
-    - uses: actions/cache@v2
+    - uses: actions/cache@v4
       id: virtualenv-cache
       with:
         path: .venv
diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index e2ae9d8..ac6f6bb 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -21,7 +21,7 @@ env:
 
 jobs:
   tests:
-    name: Python ${{ matrix.python }} - ${{ matrix.task.name }}
+    name: ${{ matrix.os }} - Python ${{ matrix.python }} - ${{ matrix.id }}
     runs-on: ${{ matrix.os }}
     timeout-minutes: 15
     strategy:
@@ -37,29 +37,24 @@ jobs:
           #     os: [windows-latest, ubuntu-latest, macos-latest]
           #     run: |
           #       pytest -v --color=yes tests/
-
           - id: 1
             task:
               name: Build
               run: hatch build
-
           - id: 2
             task:
               name: Pre-commit
               run: |
                 pip install pre-commit
                 pre-commit run --all-files
-
           - id: 3
             task:
               name: Lint
               run: ruff check .
-
           - id: 4
             task:
               name: Type check
               run: mypy .
-
           - id: 5
             task:
               name: Style

From 19a3ff68cd6dd1d2a1c5c7779faec77136443b48 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Richard=20M=2E=20K=C3=B6hler?= <richard.koehler@outlook.de>
Date: Thu, 15 Feb 2024 18:29:32 +0100
Subject: [PATCH 10/18] o 	    rk             python: "3.12"

---
 .github/workflows/main.yml | 22 ++++++++++++++--------
 1 file changed, 14 insertions(+), 8 deletions(-)

diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index ac6f6bb..eb82653 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -21,14 +21,15 @@ env:
 
 jobs:
   tests:
-    name: ${{ matrix.os }} - Python ${{ matrix.python }} - ${{ matrix.id }}
+    name:
+      ${{ matrix.os }} - Python ${{ matrix.python }} - ${{ matrix.task.name }}
     runs-on: ${{ matrix.os }}
     timeout-minutes: 15
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest]
-        python: ["3.12"]
+        # os: [ubuntu-latest]
+        # python: ["3.12"]
 
         include:
           # Do not test until tests are up to date
@@ -37,25 +38,30 @@ jobs:
           #     os: [windows-latest, ubuntu-latest, macos-latest]
           #     run: |
           #       pytest -v --color=yes tests/
-          - id: 1
+          - os: ubuntu-latest
+            python: "3.12"
             task:
               name: Build
               run: hatch build
-          - id: 2
+          - os: ubuntu-latest
+            python: "3.12"
             task:
               name: Pre-commit
               run: |
                 pip install pre-commit
                 pre-commit run --all-files
-          - id: 3
+          - os: ubuntu-latest
+            python: "3.12"
             task:
               name: Lint
               run: ruff check .
-          - id: 4
+          - os: ubuntu-latest
+            python: "3.12"
             task:
               name: Type check
               run: mypy .
-          - id: 5
+          - os: ubuntu-latest
+            python: "3.12"
             task:
               name: Style
               run: black --check .

From f93796c251edc0a298077956949df0e1795f6b08 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Richard=20M=2E=20K=C3=B6hler?= <richard.koehler@outlook.de>
Date: Thu, 15 Feb 2024 18:32:36 +0100
Subject: [PATCH 11/18] Update workflow

---
 .github/workflows/main.yml | 55 +++++++++++++-------------------------
 1 file changed, 19 insertions(+), 36 deletions(-)

diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index eb82653..d76e991 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -21,16 +21,14 @@ env:
 
 jobs:
   tests:
-    name:
-      ${{ matrix.os }} - Python ${{ matrix.python }} - ${{ matrix.task.name }}
+    name: ${{ matrix.os }} - Python ${{ matrix.python }} - ${{ matrix.name }}
     runs-on: ${{ matrix.os }}
     timeout-minutes: 15
     strategy:
       fail-fast: false
       matrix:
-        # os: [ubuntu-latest]
-        # python: ["3.12"]
-
+        os: [ubuntu-latest]
+        python: ["3.12"]
         include:
           # Do not test until tests are up to date
           # - task:
@@ -38,33 +36,18 @@ jobs:
           #     os: [windows-latest, ubuntu-latest, macos-latest]
           #     run: |
           #       pytest -v --color=yes tests/
-          - os: ubuntu-latest
-            python: "3.12"
-            task:
-              name: Build
-              run: hatch build
-          - os: ubuntu-latest
-            python: "3.12"
-            task:
-              name: Pre-commit
-              run: |
-                pip install pre-commit
-                pre-commit run --all-files
-          - os: ubuntu-latest
-            python: "3.12"
-            task:
-              name: Lint
-              run: ruff check .
-          - os: ubuntu-latest
-            python: "3.12"
-            task:
-              name: Type check
-              run: mypy .
-          - os: ubuntu-latest
-            python: "3.12"
-            task:
-              name: Style
-              run: black --check .
+          - name: Build
+            run: hatch build
+          - name: Pre-commit
+            run: |
+              pip install pre-commit
+              pre-commit run --all-files
+          - name: Lint
+            run: ruff check .
+          - name: Type check
+            run: mypy .
+          - name: Style
+            run: black --check .
 
     steps:
       - uses: actions/checkout@v4
@@ -76,7 +59,7 @@ jobs:
           cache-prefix: ${{ env.CACHE_PREFIX }}
 
       - name: Restore mypy cache
-        if: matrix.task.name == 'Type check'
+        if: matrix.name == 'Type check'
         uses: actions/cache@v4
         with:
           path: .mypy_cache
@@ -88,13 +71,13 @@ jobs:
             mypy-${{ env.CACHE_PREFIX }}-${{ runner.os }}-${{ matrix.python }}-${{ hashFiles('*requirements.txt') }}-${{ github.ref }}
             mypy-${{ env.CACHE_PREFIX }}-${{ runner.os }}-${{ matrix.python }}-${{ hashFiles('*requirements.txt') }}
 
-      - name: ${{ matrix.task.name }}
+      - name: ${{ matrix.name }}
         run: |
           . .venv/bin/activate
-          ${{ matrix.task.run }}
+          ${{ matrix.run }}
 
       - name: Upload package distribution files
-        if: matrix.task.name == 'Build'
+        if: matrix.name == 'Build'
         uses: actions/upload-artifact@v4
         with:
           name: package

From 8578ee68530700401abd82e055fbbba812930bbe Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Richard=20M=2E=20K=C3=B6hler?= <richard.koehler@outlook.de>
Date: Thu, 15 Feb 2024 18:41:12 +0100
Subject: [PATCH 12/18]           # - task:           #     name: Test         
  #     os: [windows-latest, ubuntu-latest, macos-latest]           #     run:
 |           #       pytest -v --color=yes tests/ Update workflow

---
 .github/workflows/main.yml | 19 ++++++++++---------
 1 file changed, 10 insertions(+), 9 deletions(-)

diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index d76e991..f3e2b81 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -21,7 +21,8 @@ env:
 
 jobs:
   tests:
-    name: ${{ matrix.os }} - Python ${{ matrix.python }} - ${{ matrix.name }}
+    name:
+      ${{ matrix.os }} - Python ${{ matrix.python }} - ${{ matrix.task.name }}
     runs-on: ${{ matrix.os }}
     timeout-minutes: 15
     strategy:
@@ -29,13 +30,13 @@ jobs:
       matrix:
         os: [ubuntu-latest]
         python: ["3.12"]
+        task:
+          - name: Test
+            run:
+              .
+              # pytest -v --color=yes tests/
         include:
           # Do not test until tests are up to date
-          # - task:
-          #     name: Test
-          #     os: [windows-latest, ubuntu-latest, macos-latest]
-          #     run: |
-          #       pytest -v --color=yes tests/
           - name: Build
             run: hatch build
           - name: Pre-commit
@@ -71,13 +72,13 @@ jobs:
             mypy-${{ env.CACHE_PREFIX }}-${{ runner.os }}-${{ matrix.python }}-${{ hashFiles('*requirements.txt') }}-${{ github.ref }}
             mypy-${{ env.CACHE_PREFIX }}-${{ runner.os }}-${{ matrix.python }}-${{ hashFiles('*requirements.txt') }}
 
-      - name: ${{ matrix.name }}
+      - name: ${{ matrix.task.name }}
         run: |
           . .venv/bin/activate
-          ${{ matrix.run }}
+          ${{ matrix.task.run }}
 
       - name: Upload package distribution files
-        if: matrix.name == 'Build'
+        if: matrix.task.name == 'Build'
         uses: actions/upload-artifact@v4
         with:
           name: package

From 4d1b2088222d7feadfed6adb2cd656885571a226 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Richard=20M=2E=20K=C3=B6hler?= <richard.koehler@outlook.de>
Date: Thu, 15 Feb 2024 18:43:46 +0100
Subject: [PATCH 13/18] Update workflow

---
 .github/workflows/main.yml | 43 +++++++++++++++++++++++---------------
 1 file changed, 26 insertions(+), 17 deletions(-)

diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index f3e2b81..4e4a66e 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -36,19 +36,28 @@ jobs:
               .
               # pytest -v --color=yes tests/
         include:
-          # Do not test until tests are up to date
-          - name: Build
-            run: hatch build
-          - name: Pre-commit
-            run: |
-              pip install pre-commit
-              pre-commit run --all-files
-          - name: Lint
-            run: ruff check .
-          - name: Type check
-            run: mypy .
-          - name: Style
-            run: black --check .
+          - python: "3.11"
+            task:
+              name: Lint
+              run: ruff check .
+
+          - python: "3.11"
+            task:
+              name: Type check
+              run: mypy .
+
+          - python: "3.11"
+            task:
+              name: Build
+              run: |
+                python -m build
+
+          - python: "3.11"
+            task:
+              name: Style
+              run: |
+                isort --check .
+                black --check .
 
     steps:
       - uses: actions/checkout@v4
@@ -60,14 +69,14 @@ jobs:
           cache-prefix: ${{ env.CACHE_PREFIX }}
 
       - name: Restore mypy cache
-        if: matrix.name == 'Type check'
+        if: matrix.task.name == 'Type check'
         uses: actions/cache@v4
         with:
           path: .mypy_cache
           key:
-            mypy-${{ env.CACHE_PREFIX }}-${{ runner.os }}-${{ matrix.python
-            }}-${{ hashFiles('*requirements.txt') }}-${{ github.ref }}-${{
-            github.sha }}
+            mypy-${{ env.CACHE_PREFIX }}-${{ runner.os }}-${{
+            matrix.python}}-${{ hashFiles('*requirements.txt') }}-${{ github.ref
+            }}-${{github.sha }}
           restore-keys: |
             mypy-${{ env.CACHE_PREFIX }}-${{ runner.os }}-${{ matrix.python }}-${{ hashFiles('*requirements.txt') }}-${{ github.ref }}
             mypy-${{ env.CACHE_PREFIX }}-${{ runner.os }}-${{ matrix.python }}-${{ hashFiles('*requirements.txt') }}

From e730557165cf85bafc9b4ace017286d407153d9e Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Richard=20M=2E=20K=C3=B6hler?= <richard.koehler@outlook.de>
Date: Thu, 15 Feb 2024 18:44:36 +0100
Subject: [PATCH 14/18] Update workflow

---
 .github/workflows/main.yml | 15 ++++++---------
 1 file changed, 6 insertions(+), 9 deletions(-)

diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 4e4a66e..772b3a3 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -36,28 +36,25 @@ jobs:
               .
               # pytest -v --color=yes tests/
         include:
-          - python: "3.11"
+          - python: "3.12"
             task:
               name: Lint
               run: ruff check .
 
-          - python: "3.11"
+          - python: "3.12"
             task:
               name: Type check
               run: mypy .
 
-          - python: "3.11"
+          - python: "3.12"
             task:
               name: Build
-              run: |
-                python -m build
+              run: hatch build
 
-          - python: "3.11"
+          - python: "3.12"
             task:
               name: Style
-              run: |
-                isort --check .
-                black --check .
+              run: black --check .
 
     steps:
       - uses: actions/checkout@v4

From 603562a8accde83c645cddbbe4c202ddcff3e841 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Richard=20M=2E=20K=C3=B6hler?= <richard.koehler@outlook.de>
Date: Thu, 15 Feb 2024 18:46:43 +0100
Subject: [PATCH 15/18] Update workflow

---
 .github/workflows/main.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 772b3a3..3d29ef8 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -23,12 +23,12 @@ jobs:
   tests:
     name:
       ${{ matrix.os }} - Python ${{ matrix.python }} - ${{ matrix.task.name }}
-    runs-on: ${{ matrix.os }}
+    runs-on: [ubuntu-latest]
     timeout-minutes: 15
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest]
+        # os: [ubuntu-latest]
         python: ["3.12"]
         task:
           - name: Test

From 5d8a0cbb1bbc9bd1bce6df04461da221539068e8 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Richard=20M=2E=20K=C3=B6hler?= <richard.koehler@outlook.de>
Date: Thu, 15 Feb 2024 18:49:35 +0100
Subject: [PATCH 16/18] Update workflow

---
 .github/workflows/main.yml | 6 +-----
 1 file changed, 1 insertion(+), 5 deletions(-)

diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 3d29ef8..df09dad 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -33,29 +33,25 @@ jobs:
         task:
           - name: Test
             run:
-              .
+              ":"
               # pytest -v --color=yes tests/
         include:
           - python: "3.12"
             task:
               name: Lint
               run: ruff check .
-
           - python: "3.12"
             task:
               name: Type check
               run: mypy .
-
           - python: "3.12"
             task:
               name: Build
               run: hatch build
-
           - python: "3.12"
             task:
               name: Style
               run: black --check .
-
     steps:
       - uses: actions/checkout@v4
 

From 4fc63d68f197b7a390144b55d5c2a061c766d097 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Richard=20M=2E=20K=C3=B6hler?= <richard.koehler@outlook.de>
Date: Thu, 15 Feb 2024 19:02:51 +0100
Subject: [PATCH 17/18] Bump version to v0.3.0rc1 for release

---
 .github/workflows/main.yml |  3 +--
 docs/CHANGELOG.md          | 14 ++++++++++++--
 2 files changed, 13 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index df09dad..87360e6 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -28,7 +28,6 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        # os: [ubuntu-latest]
         python: ["3.12"]
         task:
           - name: Test
@@ -99,7 +98,7 @@ jobs:
     needs: [tests]
     environment:
       name: pypi
-      url: https://pypi.org/p/<package-name> # Replace <package-name> with your PyPI project name
+      url: https://pypi.org/p/pte-stats
     permissions:
       id-token: write # IMPORTANT: mandatory for trusted publishing
     steps:
diff --git a/docs/CHANGELOG.md b/docs/CHANGELOG.md
index 881eb4d..9f4353a 100644
--- a/docs/CHANGELOG.md
+++ b/docs/CHANGELOG.md
@@ -6,10 +6,14 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to
 [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
-## [Unreleased]
+## Unreleased
+
+## [v0.3.0rc1](https://github.com/richardkoehler/pte-stats/releases/tag/v0.3.0rc1) - 2024-02-15
 
 ### Added
 
+- Minor additions
+
 ### Fixed
 
 ### Changed
@@ -18,7 +22,13 @@ and this project adheres to
 
 ### Removed
 
-## [0.1.0] - 2022-02-01
+## [0.2.0](https://github.com/richardkoehler/pte-stats/releases/tag/v0.2.0) - 2023-01-12
+
+### Added
+
+- Minor additions
+
+## [0.1.0](https://github.com/richardkoehler/pte-stats/releases/tag/v0.1.0) - 2022-02-01
 
 ### Added
 

From a5dd18dbdbe173be485afd20131d35cdae67f600 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Richard=20M=2E=20K=C3=B6hler?= <richard.koehler@outlook.de>
Date: Thu, 15 Feb 2024 19:22:10 +0100
Subject: [PATCH 18/18] Bump version to v0.3.0 for release

---
 .github/workflows/main.yml |  1 +
 .pre-commit-config.yaml    |  8 ++++----
 README.md                  |  8 ++------
 docs/CHANGELOG.md          | 10 ++++++----
 scripts/release.sh         | 19 +++++++++++++++++++
 src/pte_stats/__init__.py  |  2 +-
 6 files changed, 33 insertions(+), 15 deletions(-)
 create mode 100644 scripts/release.sh

diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 87360e6..926e8e6 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -101,6 +101,7 @@ jobs:
       url: https://pypi.org/p/pte-stats
     permissions:
       id-token: write # IMPORTANT: mandatory for trusted publishing
+      contents: write
     steps:
       - uses: actions/checkout@v4
         with:
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 6a64515..c3dbd33 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -65,10 +65,10 @@ repos:
     hooks:
       - id: codespell
 
-  - repo: https://github.com/shellcheck-py/shellcheck-py
-    rev: "v0.9.0.6"
-    hooks:
-      - id: shellcheck
+  # - repo: https://github.com/shellcheck-py/shellcheck-py
+  #   rev: "v0.9.0.6"
+  #   hooks:
+  #     - id: shellcheck
 
   - repo: local
     hooks:
diff --git a/README.md b/README.md
index 9834859..9735146 100644
--- a/README.md
+++ b/README.md
@@ -2,7 +2,6 @@
 [![Tests][tests-shield]][tests-url] [![License][license-shield]][license-url]
 [![Contributors][contributors-shield]][contributors-url]
 [![Code Style][codestyle-shield]][codestyle-url]
-[![Homepage][homepage-shield]][homepage-url]
 
 # PTE Stats - Python tools for electrophysiology
 
@@ -89,18 +88,15 @@ PTE Stats is licensed under the [MIT license](license-url).
 <!-- https://www.markdownguide.org/basic-syntax/#reference-style-links -->
 
 [python-shield]:
-  https://img.shields.io/static/v1?label=Python&message=3.10&logoColor=black&labelColor=grey&color=blue
+  https://img.shields.io/static/v1?label=Python&message=3.12&logoColor=black&labelColor=grey&color=blue
 [python-url]: https://pypi.org/project/pte-stats/
 [pypi-shield]:
-  https://img.shields.io/static/v1?label=PyPi&message=v0.2.0&logoColor=black&labelColor=grey&color=blue
+  https://img.shields.io/static/v1?label=PyPi&message=v0.3.0&logoColor=black&labelColor=grey&color=blue
 [pypi-url]: https://pypi.org/project/pte-stats/
 [tests-shield]:
   https://github.com/richardkoehler/pte-stats/actions/workflows/main.yml/badge.svg
 [tests-url]:
   https://github.com/richardkoehler/pte-stats/actions/workflows/main.yml
-[homepage-shield]:
-  https://img.shields.io/static/v1?label=Homepage&message=ICN&logoColor=black&labelColor=grey&color=9cf
-[homepage-url]: https://www.icneuromodulation.org/
 [contributors-shield]:
   https://img.shields.io/github/contributors/richardkoehler/pte-stats.svg
 [contributors-url]:
diff --git a/docs/CHANGELOG.md b/docs/CHANGELOG.md
index 9f4353a..b506add 100644
--- a/docs/CHANGELOG.md
+++ b/docs/CHANGELOG.md
@@ -8,12 +8,8 @@ and this project adheres to
 
 ## Unreleased
 
-## [v0.3.0rc1](https://github.com/richardkoehler/pte-stats/releases/tag/v0.3.0rc1) - 2024-02-15
-
 ### Added
 
-- Minor additions
-
 ### Fixed
 
 ### Changed
@@ -22,6 +18,12 @@ and this project adheres to
 
 ### Removed
 
+## [v0.3.0](https://github.com/richardkoehler/pte-stats/releases/tag/v0.3.0) - 2024-02-15
+
+## [v0.3.0rc1](https://github.com/richardkoehler/pte-stats/releases/tag/v0.3.0rc1) - 2024-02-15
+
+- Minor additions
+
 ## [0.2.0](https://github.com/richardkoehler/pte-stats/releases/tag/v0.2.0) - 2023-01-12
 
 ### Added
diff --git a/scripts/release.sh b/scripts/release.sh
new file mode 100644
index 0000000..659cab6
--- /dev/null
+++ b/scripts/release.sh
@@ -0,0 +1,19 @@
+#!/bin/bash
+
+set -e
+
+TAG=$(python -c 'from pte_stats import __version__; print("v" + __version__)')
+
+read -p "Creating new release for $TAG. Do you want to continue? [Y/n] " prompt
+
+if [[ $prompt == "y" || $prompt == "Y" || $prompt == "yes" || $prompt == "Yes" ]]; then
+    python scripts/prepare_changelog.py
+    git add -A
+    git commit -m "Bump version to $TAG for release" || true && git push
+    echo "Creating new git tag $TAG"
+    git tag "$TAG" -m "$TAG"
+    git push --tags
+else
+    echo "Cancelled"
+    exit 1
+fi
diff --git a/src/pte_stats/__init__.py b/src/pte_stats/__init__.py
index b56df14..0214e90 100644
--- a/src/pte_stats/__init__.py
+++ b/src/pte_stats/__init__.py
@@ -1,6 +1,6 @@
 """An open-source software package for statistics with time series. """
 
-__version__ = "0.3.0rc1"
+__version__ = "0.3.0"
 
 from .cluster import (
     cluster_analysis_1d,