From c0725d863427a7f156530cd7c5b570913364ad01 Mon Sep 17 00:00:00 2001
From: Remco de Boer <29308176+redeboer@users.noreply.github.com>
Date: Mon, 28 Oct 2024 11:16:22 +0100
Subject: [PATCH 01/11] MAINT: update lock files

---
 .pre-commit-config.yaml |  10 +-
 uv.lock                 | 489 ++++++++++++++++++++--------------------
 2 files changed, 249 insertions(+), 250 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 25a8e4a..294ca83 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -13,7 +13,7 @@ repos:
       - id: check-useless-excludes
 
   - repo: https://github.com/ComPWA/policy
-    rev: 0.5.0
+    rev: 0.5.3
     hooks:
       - id: check-dev-files
         args:
@@ -53,7 +53,7 @@ repos:
             metadata.vscode
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.7.0
+    rev: v0.7.1
     hooks:
       - id: ruff
         args: [--fix]
@@ -94,7 +94,7 @@ repos:
           - --in-place
 
   - repo: https://github.com/streetsidesoftware/cspell-cli
-    rev: v8.15.1
+    rev: v8.15.2
     hooks:
       - id: cspell
 
@@ -120,11 +120,11 @@ repos:
           - python
 
   - repo: https://github.com/ComPWA/pyright-pre-commit
-    rev: v1.1.385
+    rev: v1.1.386
     hooks:
       - id: pyright
 
   - repo: https://github.com/astral-sh/uv-pre-commit
-    rev: 0.4.24
+    rev: 0.4.27
     hooks:
       - id: uv-lock
diff --git a/uv.lock b/uv.lock
index c6986e8..aac7f61 100644
--- a/uv.lock
+++ b/uv.lock
@@ -727,71 +727,71 @@ wheels = [
 
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From 10159a63edddee207accc0c298fb94611c5e84fb Mon Sep 17 00:00:00 2001
From: Remco de Boer <29308176+redeboer@users.noreply.github.com>
Date: Mon, 28 Oct 2024 11:16:22 +0100
Subject: [PATCH 02/11] FIX: remove `pre-commit-uv` and `tox` from environment

---
 pyproject.toml |   2 -
 uv.lock        | 171 -------------------------------------------------
 2 files changed, 173 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index ab0c41d..b60a0de 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -46,7 +46,6 @@ dev = [
     "ampform-dpd[sty]",
     "ampform-dpd[test]",
     "sphinx-autobuild",
-    "tox",
 ]
 doc = [
     "ampform-dpd[notebooks]",
@@ -89,7 +88,6 @@ numba = [
 sty = [
     "ampform-dpd[types]",
     "mypy",
-    "pre-commit-uv",
     "ruff",
 ]
 tensorflow = [
diff --git a/uv.lock b/uv.lock
index aac7f61..418471f 100644
--- a/uv.lock
+++ b/uv.lock
@@ -82,7 +82,6 @@ dev = [
     { name = "nbmake" },
     { name = "numpy" },
     { name = "pandas" },
-    { name = "pre-commit-uv" },
     { name = "pybtex" },
     { name = "pytest" },
     { name = "pytest-cov" },
@@ -101,7 +100,6 @@ dev = [
     { name = "sphinx-togglebutton" },
     { name = "sphinxcontrib-bibtex" },
     { name = "tensorwaves", extra = ["phsp"] },
-    { name = "tox" },
     { name = "tqdm" },
 ]
 doc = [
@@ -166,7 +164,6 @@ numba = [
 sty = [
     { name = "docutils" },
     { name = "mypy" },
-    { name = "pre-commit-uv" },
     { name = "pybtex" },
     { name = "pytest" },
     { name = "ruff" },
@@ -223,7 +220,6 @@ requires-dist = [
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     { name = "numpy", marker = "extra == 'test'" },
     { name = "pandas", marker = "extra == 'notebooks'" },
-    { name = "pre-commit-uv", marker = "extra == 'sty'" },
     { name = "pybtex", marker = "extra == 'types'" },
     { name = "pytest", marker = "extra == 'test'" },
     { name = "pytest", marker = "extra == 'types'" },
@@ -250,7 +246,6 @@ requires-dist = [
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     { name = "tensorwaves", extras = ["phsp"], marker = "extra == 'notebooks'" },
     { name = "tensorwaves", extras = ["tf"], marker = "extra == 'tf'" },
-    { name = "tox", marker = "extra == 'dev'" },
     { name = "tqdm", marker = "extra == 'notebooks'" },
     { name = "typing-extensions", marker = "python_full_version < '3.11'" },
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-    { name = "pyproject-api" },
-    { name = "tomli", marker = "python_full_version < '3.11'" },
-    { name = "typing-extensions", marker = "python_full_version < '3.11'" },
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 [[package]]
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 version = "0.24.0"

From 933356f7dd12cc97ff95b8c965dd0c1b11982730 Mon Sep 17 00:00:00 2001
From: Remco de Boer <29308176+redeboer@users.noreply.github.com>
Date: Mon, 28 Oct 2024 11:16:23 +0100
Subject: [PATCH 03/11] MAINT: apply Ruff fixes

---
 docs/comparison/d2kkk.ipynb        | 4 ++--
 docs/comparison/jpsi2phipipi.ipynb | 4 ++--
 docs/comparison/jpsi2pipipi.ipynb  | 4 ++--
 3 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/docs/comparison/d2kkk.ipynb b/docs/comparison/d2kkk.ipynb
index f23dc3d..96da37f 100644
--- a/docs/comparison/d2kkk.ipynb
+++ b/docs/comparison/d2kkk.ipynb
@@ -625,7 +625,7 @@
     "ax_t1.set_xlabel(Rf\"$\\theta({final_state[2].latex}, {final_state[3].latex})$\")\n",
     "ax_t2.set_xlabel(Rf\"$\\theta({final_state[1].latex}, {final_state[3].latex})$\")\n",
     "ax_t3.set_xlabel(Rf\"$\\theta({final_state[1].latex}, {final_state[2].latex})$\")\n",
-    "fig.suptitle(f'Selected resonances: ${\", \".join(resonance_selector.value)}$')\n",
+    "fig.suptitle(f\"Selected resonances: ${', '.join(resonance_selector.value)}$\")\n",
     "fig.tight_layout()\n",
     "\n",
     "lines = None\n",
@@ -678,7 +678,7 @@
     "    kwargs.pop(\"hide_expressions\")\n",
     "    kwargs.pop(\"simplify_expressions\")\n",
     "    selected_resonances = list(resonance_selector.value)\n",
-    "    fig.suptitle(f'Selected resonances: ${\", \".join(selected_resonances)}$')\n",
+    "    fig.suptitle(f\"Selected resonances: ${', '.join(selected_resonances)}$\")\n",
     "    dpd_pars = {k: int(v) for k, v in kwargs.items() if k in dpd_func.parameters}\n",
     "    ampform_pars = {\n",
     "        k: int(v) for k, v in kwargs.items() if k in ampform_func.parameters\n",
diff --git a/docs/comparison/jpsi2phipipi.ipynb b/docs/comparison/jpsi2phipipi.ipynb
index dad5ea8..c4e2b6a 100644
--- a/docs/comparison/jpsi2phipipi.ipynb
+++ b/docs/comparison/jpsi2phipipi.ipynb
@@ -611,7 +611,7 @@
     "ax_t1.set_xlabel(Rf\"$\\theta({final_state[2].latex}, {final_state[3].latex})$\")\n",
     "ax_t2.set_xlabel(Rf\"$\\theta({final_state[1].latex}, {final_state[3].latex})$\")\n",
     "ax_t3.set_xlabel(Rf\"$\\theta({final_state[1].latex}, {final_state[2].latex})$\")\n",
-    "fig.suptitle(f'Selected resonances: ${\", \".join(resonance_selector.value)}$')\n",
+    "fig.suptitle(f\"Selected resonances: ${', '.join(resonance_selector.value)}$\")\n",
     "fig.tight_layout()\n",
     "\n",
     "lines = None\n",
@@ -664,7 +664,7 @@
     "    kwargs.pop(\"hide_expressions\")\n",
     "    kwargs.pop(\"simplify_expressions\")\n",
     "    selected_resonances = list(resonance_selector.value)\n",
-    "    fig.suptitle(f'Selected resonances: ${\", \".join(selected_resonances)}$')\n",
+    "    fig.suptitle(f\"Selected resonances: ${', '.join(selected_resonances)}$\")\n",
     "    dpd_pars = {k: int(v) for k, v in kwargs.items() if k in dpd_func.parameters}\n",
     "    ampform_pars = {\n",
     "        k: int(v) for k, v in kwargs.items() if k in ampform_func.parameters\n",
diff --git a/docs/comparison/jpsi2pipipi.ipynb b/docs/comparison/jpsi2pipipi.ipynb
index 889ebdc..46fd014 100644
--- a/docs/comparison/jpsi2pipipi.ipynb
+++ b/docs/comparison/jpsi2pipipi.ipynb
@@ -611,7 +611,7 @@
     "ax_t1.set_xlabel(Rf\"$\\theta({final_state[2].latex}, {final_state[3].latex})$\")\n",
     "ax_t2.set_xlabel(Rf\"$\\theta({final_state[1].latex}, {final_state[3].latex})$\")\n",
     "ax_t3.set_xlabel(Rf\"$\\theta({final_state[1].latex}, {final_state[2].latex})$\")\n",
-    "fig.suptitle(f'Selected resonances: ${\", \".join(resonance_selector.value)}$')\n",
+    "fig.suptitle(f\"Selected resonances: ${', '.join(resonance_selector.value)}$\")\n",
     "fig.tight_layout()\n",
     "\n",
     "lines = None\n",
@@ -664,7 +664,7 @@
     "    kwargs.pop(\"hide_expressions\")\n",
     "    kwargs.pop(\"simplify_expressions\")\n",
     "    selected_resonances = list(resonance_selector.value)\n",
-    "    fig.suptitle(f'Selected resonances: ${\", \".join(selected_resonances)}$')\n",
+    "    fig.suptitle(f\"Selected resonances: ${', '.join(selected_resonances)}$\")\n",
     "    dpd_pars = {k: int(v) for k, v in kwargs.items() if k in dpd_func.parameters}\n",
     "    ampform_pars = {\n",
     "        k: int(v) for k, v in kwargs.items() if k in ampform_func.parameters\n",

From d55fffe0c7be3a9cb7c2265b4e525aa737d7f557 Mon Sep 17 00:00:00 2001
From: Remco de Boer <29308176+redeboer@users.noreply.github.com>
Date: Mon, 28 Oct 2024 11:16:23 +0100
Subject: [PATCH 04/11] FIX: remove developer dependencies from extras

---
 .binder/postBuild        |   6 +-
 .github/workflows/ci.yml |   6 +-
 .pre-commit-config.yaml  |   2 +-
 .readthedocs.yml         |   6 +-
 pyproject.toml           |  67 +++++++-------
 uv.lock                  | 188 +++++++++++++++++++++++++++------------
 6 files changed, 178 insertions(+), 97 deletions(-)

diff --git a/.binder/postBuild b/.binder/postBuild
index 7119564..06472a5 100755
--- a/.binder/postBuild
+++ b/.binder/postBuild
@@ -3,10 +3,12 @@ set -ex
 curl -LsSf https://astral.sh/uv/install.sh | sh
 source $HOME/.cargo/env
 uv export \
-  --extra jupyter \
-  --extra notebooks \
+  --group jupyter \
+  --group notebooks \
+  --no-dev \
   > requirements.txt
 uv pip install \
   --requirement requirements.txt \
   --system
+rm requirements.txt
 uv cache clean
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 2262b74..edb299e 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -28,7 +28,7 @@ on:
 
 jobs:
   doc:
-    uses: ComPWA/actions/.github/workflows/ci-docs.yml@v2
+    uses: ComPWA/actions/.github/workflows/ci-docs.yml@v2.1
     permissions:
       pages: write
       id-token: write
@@ -37,7 +37,7 @@ jobs:
       gh-pages: true
       specific-pip-packages: ${{ inputs.specific-pip-packages }}
   pytest:
-    uses: ComPWA/actions/.github/workflows/pytest.yml@v2
+    uses: ComPWA/actions/.github/workflows/pytest.yml@v2.1
     with:
       coverage-target: ampform_dpd
       macos-python-version: "3.9"
@@ -46,4 +46,4 @@ jobs:
     if: inputs.specific-pip-packages == ''
     secrets:
       token: ${{ secrets.PAT }}
-    uses: ComPWA/actions/.github/workflows/pre-commit.yml@v2
+    uses: ComPWA/actions/.github/workflows/pre-commit.yml@v2.1
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 294ca83..9eca35a 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -13,7 +13,7 @@ repos:
       - id: check-useless-excludes
 
   - repo: https://github.com/ComPWA/policy
-    rev: 0.5.3
+    rev: 0.5.5
     hooks:
       - id: check-dev-files
         args:
diff --git a/.readthedocs.yml b/.readthedocs.yml
index 052363b..5bf7225 100644
--- a/.readthedocs.yml
+++ b/.readthedocs.yml
@@ -11,7 +11,11 @@ build:
       pixi global install graphviz uv
     - |-
       export UV_LINK_MODE=copy
-      uv run --extra doc --locked --with tox \
+      uv run \
+        --group doc \
+        --locked \
+        --no-dev \
+        --with tox \
         tox -e doc
       mkdir -p $READTHEDOCS_OUTPUT
       mv docs/_build/html $READTHEDOCS_OUTPUT
diff --git a/pyproject.toml b/pyproject.toml
index b60a0de..29dce81 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -40,15 +40,40 @@ name = "ampform-dpd"
 requires-python = ">=3.9"
 
 [project.optional-dependencies]
+jax = [
+    "numpy==1.*",
+    "tensorwaves[jax]",
+]
+numba = [
+    "tensorwaves[numba]",
+]
+tensorflow = [
+    "ampform-dpd[tf]",
+]
+tf = [
+    "tensorwaves[tf]",
+]
+
+[project.readme]
+content-type = "text/markdown"
+file = "README.md"
+
+[project.urls]
+Changelog = "https://github.com/ComPWA/ampform-dpd/releases"
+Documentation = "https://compwa.github.io/ampform-dpd"
+Source = "https://github.com/ComPWA/ampform-dpd"
+Tracker = "https://github.com/ComPWA/ampform-dpd/issues"
+
+[dependency-groups]
 dev = [
-    "ampform-dpd[doc]",
-    "ampform-dpd[jupyter]",
-    "ampform-dpd[sty]",
-    "ampform-dpd[test]",
+    "ruff",
     "sphinx-autobuild",
+    {include-group = "doc"},
+    {include-group = "jupyter"},
+    {include-group = "style"},
+    {include-group = "test"},
 ]
 doc = [
-    "ampform-dpd[notebooks]",
     "myst-nb",
     "sphinx-api-relink",
     "sphinx-book-theme",
@@ -58,20 +83,18 @@ doc = [
     "sphinx-pybtex-etal-style",
     "sphinx-togglebutton",
     "sphinxcontrib-bibtex",
-]
-jax = [
-    "numpy==1.*",
-    "tensorwaves[jax]",
+    {include-group = "notebooks"},
 ]
 jupyter = [
-    "ampform-dpd[doc]",
     "jupyterlab",
     "jupyterlab-code-formatter >=3.0.0",
+    "jupyterlab-code-formatter",
     "jupyterlab-git",
     "jupyterlab-lsp",
     "jupyterlab-myst",
     "python-lsp-ruff",
     "python-lsp-server[rope]",
+    {include-group = "doc"},
 ]
 notebooks = [
     "graphviz",
@@ -82,16 +105,9 @@ notebooks = [
     "tensorwaves[phsp]",
     "tqdm",
 ]
-numba = [
-    "tensorwaves[numba]",
-]
-sty = [
-    "ampform-dpd[types]",
+style = [
     "mypy",
-    "ruff",
-]
-tensorflow = [
-    "ampform-dpd[tf]",
+    {include-group = "types"},
 ]
 test = [
     "nbmake",
@@ -100,9 +116,6 @@ test = [
     "pytest-cov",
     "pytest-xdist",
 ]
-tf = [
-    "tensorwaves[tf]",
-]
 types = [
     "docutils",
     "pybtex",
@@ -111,16 +124,6 @@ types = [
     "sphinx-api-relink",
 ]
 
-[project.readme]
-content-type = "text/markdown"
-file = "README.md"
-
-[project.urls]
-Changelog = "https://github.com/ComPWA/ampform-dpd/releases"
-Documentation = "https://compwa.github.io/ampform-dpd"
-Source = "https://github.com/ComPWA/ampform-dpd"
-Tracker = "https://github.com/ComPWA/ampform-dpd/issues"
-
 [tool.setuptools]
 include-package-data = false
 package-dir = {"" = "src"}
diff --git a/uv.lock b/uv.lock
index 418471f..a591e95 100644
--- a/uv.lock
+++ b/uv.lock
@@ -66,6 +66,21 @@ dependencies = [
 ]
 
 [package.optional-dependencies]
+jax = [
+    { name = "numpy" },
+    { name = "tensorwaves", extra = ["jax"] },
+]
+numba = [
+    { name = "tensorwaves", extra = ["numba"] },
+]
+tensorflow = [
+    { name = "tensorwaves", extra = ["tf"] },
+]
+tf = [
+    { name = "tensorwaves", extra = ["tf"] },
+]
+
+[package.dependency-groups]
 dev = [
     { name = "docutils" },
     { name = "graphviz" },
@@ -120,10 +135,6 @@ doc = [
     { name = "tensorwaves", extra = ["phsp"] },
     { name = "tqdm" },
 ]
-jax = [
-    { name = "numpy" },
-    { name = "tensorwaves", extra = ["jax"] },
-]
 jupyter = [
     { name = "graphviz" },
     { name = "ipympl" },
@@ -158,21 +169,14 @@ notebooks = [
     { name = "tensorwaves", extra = ["phsp"] },
     { name = "tqdm" },
 ]
-numba = [
-    { name = "tensorwaves", extra = ["numba"] },
-]
-sty = [
+style = [
     { name = "docutils" },
     { name = "mypy" },
     { name = "pybtex" },
     { name = "pytest" },
-    { name = "ruff" },
     { name = "sphinx" },
     { name = "sphinx-api-relink" },
 ]
-tensorflow = [
-    { name = "tensorwaves", extra = ["tf"] },
-]
 test = [
     { name = "nbmake" },
     { name = "numpy" },
@@ -180,9 +184,6 @@ test = [
     { name = "pytest-cov" },
     { name = "pytest-xdist" },
 ]
-tf = [
-    { name = "tensorwaves", extra = ["tf"] },
-]
 types = [
     { name = "docutils" },
     { name = "pybtex" },
@@ -194,62 +195,133 @@ types = [
 [package.metadata]
 requires-dist = [
     { name = "ampform", specifier = ">=0.15.1" },
-    { name = "ampform-dpd", extras = ["doc"], marker = "extra == 'dev'" },
-    { name = "ampform-dpd", extras = ["doc"], marker = "extra == 'jupyter'" },
-    { name = "ampform-dpd", extras = ["jupyter"], marker = "extra == 'dev'" },
-    { name = "ampform-dpd", extras = ["notebooks"], marker = "extra == 'doc'" },
-    { name = "ampform-dpd", extras = ["sty"], marker = "extra == 'dev'" },
-    { name = "ampform-dpd", extras = ["test"], marker = "extra == 'dev'" },
     { name = "ampform-dpd", extras = ["tf"], marker = "extra == 'tensorflow'" },
-    { name = "ampform-dpd", extras = ["types"], marker = "extra == 'sty'" },
     { name = "attrs", specifier = ">=20.1.0" },
     { name = "cloudpickle" },
-    { name = "docutils", marker = "extra == 'types'" },
-    { name = "graphviz", marker = "extra == 'notebooks'" },
-    { name = "ipympl", marker = "extra == 'notebooks'" },
-    { name = "ipywidgets", marker = "extra == 'notebooks'" },
-    { name = "jupyterlab", marker = "extra == 'jupyter'" },
-    { name = "jupyterlab-code-formatter", marker = "extra == 'jupyter'", specifier = ">=3.0.0" },
-    { name = "jupyterlab-git", marker = "extra == 'jupyter'" },
-    { name = "jupyterlab-lsp", marker = "extra == 'jupyter'" },
-    { name = "jupyterlab-myst", marker = "extra == 'jupyter'" },
-    { name = "matplotlib", marker = "extra == 'notebooks'" },
-    { name = "mypy", marker = "extra == 'sty'" },
-    { name = "myst-nb", marker = "extra == 'doc'" },
-    { name = "nbmake", marker = "extra == 'test'" },
     { name = "numpy", marker = "extra == 'jax'", specifier = "==1.*" },
-    { name = "numpy", marker = "extra == 'test'" },
-    { name = "pandas", marker = "extra == 'notebooks'" },
-    { name = "pybtex", marker = "extra == 'types'" },
-    { name = "pytest", marker = "extra == 'test'" },
-    { name = "pytest", marker = "extra == 'types'" },
-    { name = "pytest-cov", marker = "extra == 'test'" },
-    { name = "pytest-xdist", marker = "extra == 'test'" },
-    { name = "python-lsp-ruff", marker = "extra == 'jupyter'" },
-    { name = "python-lsp-server", extras = ["rope"], marker = "extra == 'jupyter'" },
     { name = "qrules", specifier = ">=0.10.0" },
-    { name = "ruff", marker = "extra == 'sty'" },
-    { name = "sphinx", marker = "extra == 'types'" },
-    { name = "sphinx-api-relink", marker = "extra == 'doc'" },
-    { name = "sphinx-api-relink", marker = "extra == 'types'" },
-    { name = "sphinx-autobuild", marker = "extra == 'dev'" },
-    { name = "sphinx-book-theme", marker = "extra == 'doc'" },
-    { name = "sphinx-codeautolink", extras = ["ipython"], marker = "extra == 'doc'" },
-    { name = "sphinx-copybutton", marker = "extra == 'doc'" },
-    { name = "sphinx-design", marker = "extra == 'doc'" },
-    { name = "sphinx-pybtex-etal-style", marker = "extra == 'doc'" },
-    { name = "sphinx-togglebutton", marker = "extra == 'doc'" },
-    { name = "sphinxcontrib-bibtex", marker = "extra == 'doc'" },
     { name = "sympy", specifier = ">=1.10" },
     { name = "tensorwaves", extras = ["jax"] },
     { name = "tensorwaves", extras = ["jax"], marker = "extra == 'jax'" },
     { name = "tensorwaves", extras = ["numba"], marker = "extra == 'numba'" },
-    { name = "tensorwaves", extras = ["phsp"], marker = "extra == 'notebooks'" },
     { name = "tensorwaves", extras = ["tf"], marker = "extra == 'tf'" },
-    { name = "tqdm", marker = "extra == 'notebooks'" },
     { name = "typing-extensions", marker = "python_full_version < '3.11'" },
 ]
 
+[package.metadata.dependency-groups]
+dev = [
+    { name = "docutils" },
+    { name = "graphviz" },
+    { name = "ipympl" },
+    { name = "ipywidgets" },
+    { name = "jupyterlab" },
+    { name = "jupyterlab-code-formatter" },
+    { name = "jupyterlab-code-formatter", specifier = ">=3.0.0" },
+    { name = "jupyterlab-git" },
+    { name = "jupyterlab-lsp" },
+    { name = "jupyterlab-myst" },
+    { name = "matplotlib" },
+    { name = "mypy" },
+    { name = "myst-nb" },
+    { name = "nbmake" },
+    { name = "numpy" },
+    { name = "pandas" },
+    { name = "pybtex" },
+    { name = "pytest" },
+    { name = "pytest-cov" },
+    { name = "pytest-xdist" },
+    { name = "python-lsp-ruff" },
+    { name = "python-lsp-server", extras = ["rope"] },
+    { name = "ruff" },
+    { name = "sphinx" },
+    { name = "sphinx-api-relink" },
+    { name = "sphinx-autobuild" },
+    { name = "sphinx-book-theme" },
+    { name = "sphinx-codeautolink", extras = ["ipython"] },
+    { name = "sphinx-copybutton" },
+    { name = "sphinx-design" },
+    { name = "sphinx-pybtex-etal-style" },
+    { name = "sphinx-togglebutton" },
+    { name = "sphinxcontrib-bibtex" },
+    { name = "tensorwaves", extras = ["phsp"] },
+    { name = "tqdm" },
+]
+doc = [
+    { name = "graphviz" },
+    { name = "ipympl" },
+    { name = "ipywidgets" },
+    { name = "matplotlib" },
+    { name = "myst-nb" },
+    { name = "pandas" },
+    { name = "sphinx-api-relink" },
+    { name = "sphinx-book-theme" },
+    { name = "sphinx-codeautolink", extras = ["ipython"] },
+    { name = "sphinx-copybutton" },
+    { name = "sphinx-design" },
+    { name = "sphinx-pybtex-etal-style" },
+    { name = "sphinx-togglebutton" },
+    { name = "sphinxcontrib-bibtex" },
+    { name = "tensorwaves", extras = ["phsp"] },
+    { name = "tqdm" },
+]
+jupyter = [
+    { name = "graphviz" },
+    { name = "ipympl" },
+    { name = "ipywidgets" },
+    { name = "jupyterlab" },
+    { name = "jupyterlab-code-formatter" },
+    { name = "jupyterlab-code-formatter", specifier = ">=3.0.0" },
+    { name = "jupyterlab-git" },
+    { name = "jupyterlab-lsp" },
+    { name = "jupyterlab-myst" },
+    { name = "matplotlib" },
+    { name = "myst-nb" },
+    { name = "pandas" },
+    { name = "python-lsp-ruff" },
+    { name = "python-lsp-server", extras = ["rope"] },
+    { name = "sphinx-api-relink" },
+    { name = "sphinx-book-theme" },
+    { name = "sphinx-codeautolink", extras = ["ipython"] },
+    { name = "sphinx-copybutton" },
+    { name = "sphinx-design" },
+    { name = "sphinx-pybtex-etal-style" },
+    { name = "sphinx-togglebutton" },
+    { name = "sphinxcontrib-bibtex" },
+    { name = "tensorwaves", extras = ["phsp"] },
+    { name = "tqdm" },
+]
+notebooks = [
+    { name = "graphviz" },
+    { name = "ipympl" },
+    { name = "ipywidgets" },
+    { name = "matplotlib" },
+    { name = "pandas" },
+    { name = "tensorwaves", extras = ["phsp"] },
+    { name = "tqdm" },
+]
+style = [
+    { name = "docutils" },
+    { name = "mypy" },
+    { name = "pybtex" },
+    { name = "pytest" },
+    { name = "sphinx" },
+    { name = "sphinx-api-relink" },
+]
+test = [
+    { name = "nbmake" },
+    { name = "numpy" },
+    { name = "pytest" },
+    { name = "pytest-cov" },
+    { name = "pytest-xdist" },
+]
+types = [
+    { name = "docutils" },
+    { name = "pybtex" },
+    { name = "pytest" },
+    { name = "sphinx" },
+    { name = "sphinx-api-relink" },
+]
+
 [[package]]
 name = "anyio"
 version = "4.6.2.post1"

From 1b5f809c6ace0a5223b254dfe807bce9aec65a70 Mon Sep 17 00:00:00 2001
From: Remco de Boer <29308176+redeboer@users.noreply.github.com>
Date: Mon, 28 Oct 2024 11:16:23 +0100
Subject: [PATCH 05/11] MAINT: clean up optional dependencies

---
 pyproject.toml | 16 +++-------------
 uv.lock        | 12 ++----------
 2 files changed, 5 insertions(+), 23 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 29dce81..11b3144 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -28,6 +28,7 @@ dependencies = [
     "ampform >=0.15.1", # aslatex with keyword arguments
     "attrs >=20.1.0", # on_setattr and https://www.attrs.org/en/stable/api.html#next-gen
     "cloudpickle",
+    "numpy~=1.0",
     "qrules >=0.10.0",
     "sympy >=1.10", # module sympy.printing.numpy and array expressions with shape kwarg
     "tensorwaves[jax]",
@@ -40,19 +41,8 @@ name = "ampform-dpd"
 requires-python = ">=3.9"
 
 [project.optional-dependencies]
-jax = [
-    "numpy==1.*",
-    "tensorwaves[jax]",
-]
-numba = [
-    "tensorwaves[numba]",
-]
-tensorflow = [
-    "ampform-dpd[tf]",
-]
-tf = [
-    "tensorwaves[tf]",
-]
+numba = ["tensorwaves[numba]"]
+tf = ["tensorwaves[tf]"]
 
 [project.readme]
 content-type = "text/markdown"
diff --git a/uv.lock b/uv.lock
index a591e95..3d732f3 100644
--- a/uv.lock
+++ b/uv.lock
@@ -59,6 +59,7 @@ dependencies = [
     { name = "ampform" },
     { name = "attrs" },
     { name = "cloudpickle" },
+    { name = "numpy" },
     { name = "qrules" },
     { name = "sympy" },
     { name = "tensorwaves", extra = ["jax"] },
@@ -66,16 +67,9 @@ dependencies = [
 ]
 
 [package.optional-dependencies]
-jax = [
-    { name = "numpy" },
-    { name = "tensorwaves", extra = ["jax"] },
-]
 numba = [
     { name = "tensorwaves", extra = ["numba"] },
 ]
-tensorflow = [
-    { name = "tensorwaves", extra = ["tf"] },
-]
 tf = [
     { name = "tensorwaves", extra = ["tf"] },
 ]
@@ -195,14 +189,12 @@ types = [
 [package.metadata]
 requires-dist = [
     { name = "ampform", specifier = ">=0.15.1" },
-    { name = "ampform-dpd", extras = ["tf"], marker = "extra == 'tensorflow'" },
     { name = "attrs", specifier = ">=20.1.0" },
     { name = "cloudpickle" },
-    { name = "numpy", marker = "extra == 'jax'", specifier = "==1.*" },
+    { name = "numpy", specifier = "~=1.0" },
     { name = "qrules", specifier = ">=0.10.0" },
     { name = "sympy", specifier = ">=1.10" },
     { name = "tensorwaves", extras = ["jax"] },
-    { name = "tensorwaves", extras = ["jax"], marker = "extra == 'jax'" },
     { name = "tensorwaves", extras = ["numba"], marker = "extra == 'numba'" },
     { name = "tensorwaves", extras = ["tf"], marker = "extra == 'tf'" },
     { name = "typing-extensions", marker = "python_full_version < '3.11'" },

From d2fc539805dbbf215b4745b9a9ca5aef51a7ba73 Mon Sep 17 00:00:00 2001
From: Remco de Boer <29308176+redeboer@users.noreply.github.com>
Date: Mon, 28 Oct 2024 11:16:24 +0100
Subject: [PATCH 06/11] DX: run `pyright` in `tox -e sty` job

---
 pyproject.toml | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 11b3144..99d4a42 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -176,6 +176,8 @@ reportUnusedFunction = true
 reportUnusedImport = true
 reportUnusedVariable = true
 typeCheckingMode = "strict"
+venv = ".venv"
+venvPath = "."
 
 [tool.pytest.ini_options]
 addopts = [
@@ -471,7 +473,4 @@ allowlist_externals =
 commands =
     pre-commit run --all-files {posargs}
 description = Perform all linting, formatting, and spelling checks
-setenv =
-    {[testenv]setenv}
-    SKIP = pyright
 """

From 585d2a9bc5762da7ca0eae1e5e03333842cb61b9 Mon Sep 17 00:00:00 2001
From: Remco de Boer <29308176+redeboer@users.noreply.github.com>
Date: Mon, 28 Oct 2024 11:23:27 +0100
Subject: [PATCH 07/11] DX: move `nbmake` to `dev` dependencies

---
 pyproject.toml | 2 +-
 uv.lock        | 2 --
 2 files changed, 1 insertion(+), 3 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 99d4a42..e5b2be8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,6 +56,7 @@ Tracker = "https://github.com/ComPWA/ampform-dpd/issues"
 
 [dependency-groups]
 dev = [
+    "nbmake",
     "ruff",
     "sphinx-autobuild",
     {include-group = "doc"},
@@ -100,7 +101,6 @@ style = [
     {include-group = "types"},
 ]
 test = [
-    "nbmake",
     "numpy",
     "pytest",
     "pytest-cov",
diff --git a/uv.lock b/uv.lock
index 3d732f3..2aa766e 100644
--- a/uv.lock
+++ b/uv.lock
@@ -172,7 +172,6 @@ style = [
     { name = "sphinx-api-relink" },
 ]
 test = [
-    { name = "nbmake" },
     { name = "numpy" },
     { name = "pytest" },
     { name = "pytest-cov" },
@@ -300,7 +299,6 @@ style = [
     { name = "sphinx-api-relink" },
 ]
 test = [
-    { name = "nbmake" },
     { name = "numpy" },
     { name = "pytest" },
     { name = "pytest-cov" },

From 46d2825885e2812286f21b51eac7bae1116a0cd9 Mon Sep 17 00:00:00 2001
From: Remco de Boer <29308176+redeboer@users.noreply.github.com>
Date: Mon, 28 Oct 2024 11:24:33 +0100
Subject: [PATCH 08/11] MAINT: clean up `types` and `test` dependency groups

---
 pyproject.toml |  9 +--------
 uv.lock        | 30 +-----------------------------
 2 files changed, 2 insertions(+), 37 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index e5b2be8..d6e9e77 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -101,18 +101,11 @@ style = [
     {include-group = "types"},
 ]
 test = [
-    "numpy",
     "pytest",
     "pytest-cov",
     "pytest-xdist",
 ]
-types = [
-    "docutils",
-    "pybtex",
-    "pytest",
-    "sphinx",
-    "sphinx-api-relink",
-]
+types = ["sphinx-api-relink"]
 
 [tool.setuptools]
 include-package-data = false
diff --git a/uv.lock b/uv.lock
index 2aa766e..0081324 100644
--- a/uv.lock
+++ b/uv.lock
@@ -76,7 +76,6 @@ tf = [
 
 [package.dependency-groups]
 dev = [
-    { name = "docutils" },
     { name = "graphviz" },
     { name = "ipympl" },
     { name = "ipywidgets" },
@@ -89,16 +88,13 @@ dev = [
     { name = "mypy" },
     { name = "myst-nb" },
     { name = "nbmake" },
-    { name = "numpy" },
     { name = "pandas" },
-    { name = "pybtex" },
     { name = "pytest" },
     { name = "pytest-cov" },
     { name = "pytest-xdist" },
     { name = "python-lsp-ruff" },
     { name = "python-lsp-server", extra = ["rope"] },
     { name = "ruff" },
-    { name = "sphinx" },
     { name = "sphinx-api-relink" },
     { name = "sphinx-autobuild" },
     { name = "sphinx-book-theme" },
@@ -164,24 +160,15 @@ notebooks = [
     { name = "tqdm" },
 ]
 style = [
-    { name = "docutils" },
     { name = "mypy" },
-    { name = "pybtex" },
-    { name = "pytest" },
-    { name = "sphinx" },
     { name = "sphinx-api-relink" },
 ]
 test = [
-    { name = "numpy" },
     { name = "pytest" },
     { name = "pytest-cov" },
     { name = "pytest-xdist" },
 ]
 types = [
-    { name = "docutils" },
-    { name = "pybtex" },
-    { name = "pytest" },
-    { name = "sphinx" },
     { name = "sphinx-api-relink" },
 ]
 
@@ -201,7 +188,6 @@ requires-dist = [
 
 [package.metadata.dependency-groups]
 dev = [
-    { name = "docutils" },
     { name = "graphviz" },
     { name = "ipympl" },
     { name = "ipywidgets" },
@@ -215,16 +201,13 @@ dev = [
     { name = "mypy" },
     { name = "myst-nb" },
     { name = "nbmake" },
-    { name = "numpy" },
     { name = "pandas" },
-    { name = "pybtex" },
     { name = "pytest" },
     { name = "pytest-cov" },
     { name = "pytest-xdist" },
     { name = "python-lsp-ruff" },
     { name = "python-lsp-server", extras = ["rope"] },
     { name = "ruff" },
-    { name = "sphinx" },
     { name = "sphinx-api-relink" },
     { name = "sphinx-autobuild" },
     { name = "sphinx-book-theme" },
@@ -291,26 +274,15 @@ notebooks = [
     { name = "tqdm" },
 ]
 style = [
-    { name = "docutils" },
     { name = "mypy" },
-    { name = "pybtex" },
-    { name = "pytest" },
-    { name = "sphinx" },
     { name = "sphinx-api-relink" },
 ]
 test = [
-    { name = "numpy" },
     { name = "pytest" },
     { name = "pytest-cov" },
     { name = "pytest-xdist" },
 ]
-types = [
-    { name = "docutils" },
-    { name = "pybtex" },
-    { name = "pytest" },
-    { name = "sphinx" },
-    { name = "sphinx-api-relink" },
-]
+types = [{ name = "sphinx-api-relink" }]
 
 [[package]]
 name = "anyio"

From 8d437e5b96d9015d4c067915b5e7cda93024fcc9 Mon Sep 17 00:00:00 2001
From: Remco de Boer <29308176+redeboer@users.noreply.github.com>
Date: Mon, 28 Oct 2024 11:37:57 +0100
Subject: [PATCH 09/11] MAINT; remove duplicate `jupyterlab-code-formatter`

---
 pyproject.toml | 1 -
 uv.lock        | 2 --
 2 files changed, 3 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index d6e9e77..663b4f9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -78,7 +78,6 @@ doc = [
 ]
 jupyter = [
     "jupyterlab",
-    "jupyterlab-code-formatter >=3.0.0",
     "jupyterlab-code-formatter",
     "jupyterlab-git",
     "jupyterlab-lsp",
diff --git a/uv.lock b/uv.lock
index 0081324..57ca119 100644
--- a/uv.lock
+++ b/uv.lock
@@ -193,7 +193,6 @@ dev = [
     { name = "ipywidgets" },
     { name = "jupyterlab" },
     { name = "jupyterlab-code-formatter" },
-    { name = "jupyterlab-code-formatter", specifier = ">=3.0.0" },
     { name = "jupyterlab-git" },
     { name = "jupyterlab-lsp" },
     { name = "jupyterlab-myst" },
@@ -244,7 +243,6 @@ jupyter = [
     { name = "ipywidgets" },
     { name = "jupyterlab" },
     { name = "jupyterlab-code-formatter" },
-    { name = "jupyterlab-code-formatter", specifier = ">=3.0.0" },
     { name = "jupyterlab-git" },
     { name = "jupyterlab-lsp" },
     { name = "jupyterlab-myst" },

From 60e35762a12f65f03b9d3b75cfefd2dd80624f5c Mon Sep 17 00:00:00 2001
From: Remco de Boer <29308176+redeboer@users.noreply.github.com>
Date: Mon, 28 Oct 2024 11:38:32 +0100
Subject: [PATCH 10/11] FIX: install `notebooks` group in `jupyter` group

---
 pyproject.toml |  2 +-
 uv.lock        | 18 ------------------
 2 files changed, 1 insertion(+), 19 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 663b4f9..e99cdf5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -84,7 +84,7 @@ jupyter = [
     "jupyterlab-myst",
     "python-lsp-ruff",
     "python-lsp-server[rope]",
-    {include-group = "doc"},
+    {include-group = "notebooks"},
 ]
 notebooks = [
     "graphviz",
diff --git a/uv.lock b/uv.lock
index 57ca119..6ed19db 100644
--- a/uv.lock
+++ b/uv.lock
@@ -135,18 +135,9 @@ jupyter = [
     { name = "jupyterlab-lsp" },
     { name = "jupyterlab-myst" },
     { name = "matplotlib" },
-    { name = "myst-nb" },
     { name = "pandas" },
     { name = "python-lsp-ruff" },
     { name = "python-lsp-server", extra = ["rope"] },
-    { name = "sphinx-api-relink" },
-    { name = "sphinx-book-theme" },
-    { name = "sphinx-codeautolink", extra = ["ipython"] },
-    { name = "sphinx-copybutton" },
-    { name = "sphinx-design" },
-    { name = "sphinx-pybtex-etal-style" },
-    { name = "sphinx-togglebutton" },
-    { name = "sphinxcontrib-bibtex" },
     { name = "tensorwaves", extra = ["phsp"] },
     { name = "tqdm" },
 ]
@@ -247,18 +238,9 @@ jupyter = [
     { name = "jupyterlab-lsp" },
     { name = "jupyterlab-myst" },
     { name = "matplotlib" },
-    { name = "myst-nb" },
     { name = "pandas" },
     { name = "python-lsp-ruff" },
     { name = "python-lsp-server", extras = ["rope"] },
-    { name = "sphinx-api-relink" },
-    { name = "sphinx-book-theme" },
-    { name = "sphinx-codeautolink", extras = ["ipython"] },
-    { name = "sphinx-copybutton" },
-    { name = "sphinx-design" },
-    { name = "sphinx-pybtex-etal-style" },
-    { name = "sphinx-togglebutton" },
-    { name = "sphinxcontrib-bibtex" },
     { name = "tensorwaves", extras = ["phsp"] },
     { name = "tqdm" },
 ]

From 41dceb33d8fb662e687dde6bca4553446787e0a6 Mon Sep 17 00:00:00 2001
From: Remco de Boer <29308176+redeboer@users.noreply.github.com>
Date: Mon, 28 Oct 2024 11:42:02 +0100
Subject: [PATCH 11/11] FIX: install `pytest` in `types` dependency group

---
 pyproject.toml | 5 ++++-
 uv.lock        | 8 +++++++-
 2 files changed, 11 insertions(+), 2 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index e99cdf5..459cab0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -104,7 +104,10 @@ test = [
     "pytest-cov",
     "pytest-xdist",
 ]
-types = ["sphinx-api-relink"]
+types = [
+    "pytest",
+    "sphinx-api-relink",
+]
 
 [tool.setuptools]
 include-package-data = false
diff --git a/uv.lock b/uv.lock
index 6ed19db..95cbdef 100644
--- a/uv.lock
+++ b/uv.lock
@@ -152,6 +152,7 @@ notebooks = [
 ]
 style = [
     { name = "mypy" },
+    { name = "pytest" },
     { name = "sphinx-api-relink" },
 ]
 test = [
@@ -160,6 +161,7 @@ test = [
     { name = "pytest-xdist" },
 ]
 types = [
+    { name = "pytest" },
     { name = "sphinx-api-relink" },
 ]
 
@@ -255,6 +257,7 @@ notebooks = [
 ]
 style = [
     { name = "mypy" },
+    { name = "pytest" },
     { name = "sphinx-api-relink" },
 ]
 test = [
@@ -262,7 +265,10 @@ test = [
     { name = "pytest-cov" },
     { name = "pytest-xdist" },
 ]
-types = [{ name = "sphinx-api-relink" }]
+types = [
+    { name = "pytest" },
+    { name = "sphinx-api-relink" },
+]
 
 [[package]]
 name = "anyio"