From d5cbc95eefae22b6193d4493fbb43cbfe5afa3f4 Mon Sep 17 00:00:00 2001
From: Remco de Boer <29308176+redeboer@users.noreply.github.com>
Date: Tue, 14 Apr 2026 11:18:57 +0200
Subject: [PATCH 1/5] DX: make "Run all notebooks" workflow work again

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

diff --git a/.github/workflows/notebooks.yml b/.github/workflows/notebooks.yml
index 0b84c4e..f03836d 100644
--- a/.github/workflows/notebooks.yml
+++ b/.github/workflows/notebooks.yml
@@ -21,4 +21,4 @@ jobs:
       - name: Install graphviz
         run: sudo apt-get -y install graphviz
       - name: Run all notebooks
-        run: uv run --extra test pytest ${{ github.event.inputs.notebook-selector }}
+        run: uv run --group test --no-dev pytest ${{ github.event.inputs.notebook-selector }}

From 50708165b143ad956a951055ac7eadcf753f1901 Mon Sep 17 00:00:00 2001
From: Remco de Boer <29308176+redeboer@users.noreply.github.com>
Date: Tue, 14 Apr 2026 11:15:10 +0200
Subject: [PATCH 2/5] MAINT: remove `pyright` comments

---
 docs/_static/exported_intensity_model.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/docs/_static/exported_intensity_model.py b/docs/_static/exported_intensity_model.py
index a9592af..8536c70 100644
--- a/docs/_static/exported_intensity_model.py
+++ b/docs/_static/exported_intensity_model.py
@@ -1,5 +1,5 @@
-from sympy import *  # pyright: ignore[reportMissingImports]
-from sympy.core.symbol import Str  # pyright: ignore[reportMissingImports,reportUnusedImport]
+from sympy import *
+from sympy.core.symbol import Str
 
-def get_intensity_function() -> Expr:  # pyright: ignore[reportUndefinedVariable]
+def get_intensity_function() -> Expr:
     return Add(Pow(Abs(Add(Mul(Add(Mul(Integer(-1), Pow(Add(Mul(Integer(-1), I, Symbol('\\Gamma_{K(700)}'), Symbol('m_{K(700)}'), Pow(Add(Mul(Rational(1, 2), Pow(Symbol('m2', nonnegative=True), Integer(2))), Mul(Integer(-1), Pow(Symbol('m3', nonnegative=True), Integer(2))), Pow(Symbol('m_{K(700)}'), Integer(2))), Integer(-1)), Add(Mul(Rational(1, 2), Pow(Symbol('m2', nonnegative=True), Integer(2))), Mul(Integer(-1), Pow(Symbol('m3', nonnegative=True), Integer(2))), Symbol('sigma1', nonnegative=True)), exp(Mul(Integer(-1), Symbol('\\gamma_{K(700)}'), Symbol('sigma1', nonnegative=True)))), Pow(Symbol('m_{K(700)}'), Integer(2)), Mul(Integer(-1), Symbol('sigma1', nonnegative=True))), Integer(-1)), Indexed(IndexedBase(Symbol('\\mathcal{H}^\\mathrm{decay}')), Str('K(700)'), Integer(0), Integer(0)), Indexed(IndexedBase(Symbol('\\mathcal{H}^\\mathrm{production}')), Str('K(700)'), Integer(0), Rational(-1, 2))), Mul(Integer(-1), Pow(Add(Mul(Integer(-1), I, Symbol('\\Gamma_{K(1430)}'), Symbol('m_{K(1430)}'), Pow(Add(Mul(Rational(1, 2), Pow(Symbol('m2', nonnegative=True), Integer(2))), Mul(Integer(-1), Pow(Symbol('m3', nonnegative=True), Integer(2))), Pow(Symbol('m_{K(1430)}'), Integer(2))), Integer(-1)), Add(Mul(Rational(1, 2), Pow(Symbol('m2', nonnegative=True), Integer(2))), Mul(Integer(-1), Pow(Symbol('m3', nonnegative=True), Integer(2))), Symbol('sigma1', nonnegative=True)), exp(Mul(Integer(-1), Symbol('\\gamma_{K(1430)}'), Symbol('sigma1', nonnegative=True)))), Pow(Symbol('m_{K(1430)}'), Integer(2)), Mul(Integer(-1), Symbol('sigma1', nonnegative=True))), Integer(-1)), Indexed(IndexedBase(Symbol('\\mathcal{H}^\\mathrm{decay}')), Str('K(1430)'), Integer(0), Integer(0)), Indexed(IndexedBase(Symbol('\\mathcal{H}^\\mathrm{production}')), Str('K(1430)'), Integer(0), Rational(-1, 2))), Mul(Integer(-1), Pow(Symbol('sigma1', nonnegative=True), Rational(-1, 2)), Pow(Add(Mul(Integer(-1), I, Symbol('\\Gamma_{K(892)}'), Pow(Symbol('m_{K(892)}'), Integer(2)), Pow(Symbol('sigma1', nonnegative=True), Integer(-2)), Add(Mul(Rational(1, 4), Pow(Symbol('R_\\mathrm{res}'), Integer(2)), Pow(Symbol('m_{K(892)}'), Integer(-2)), Add(Pow(Symbol('m2', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m3', nonnegative=True), Integer(2))), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m_{K(892)}'), Integer(2))), Pow(Symbol('m3', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m3', nonnegative=True), Integer(2)), Pow(Symbol('m_{K(892)}'), Integer(2))), Pow(Symbol('m_{K(892)}'), Integer(4)))), Integer(1)), Pow(Add(Mul(Rational(1, 4), Pow(Symbol('R_\\mathrm{res}'), Integer(2)), Pow(Symbol('sigma1', nonnegative=True), Integer(-1)), Add(Pow(Symbol('m2', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m3', nonnegative=True), Integer(2))), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Symbol('sigma1', nonnegative=True)), Pow(Symbol('m3', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m3', nonnegative=True), Integer(2)), Symbol('sigma1', nonnegative=True)), Pow(Symbol('sigma1', nonnegative=True), Integer(2)))), Integer(1)), Integer(-1)), Pow(Add(Pow(Symbol('m2', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m3', nonnegative=True), Integer(2))), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m_{K(892)}'), Integer(2))), Pow(Symbol('m3', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m3', nonnegative=True), Integer(2)), Pow(Symbol('m_{K(892)}'), Integer(2))), Pow(Symbol('m_{K(892)}'), Integer(4))), Rational(-3, 2)), Pow(Add(Pow(Symbol('m2', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m3', nonnegative=True), Integer(2))), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Symbol('sigma1', nonnegative=True)), Pow(Symbol('m3', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m3', nonnegative=True), Integer(2)), Symbol('sigma1', nonnegative=True)), Pow(Symbol('sigma1', nonnegative=True), Integer(2))), Rational(3, 2)), Pow(Pow(Symbol('m_{K(892)}'), Integer(2)), Rational(3, 2))), Pow(Symbol('m_{K(892)}'), Integer(2)), Mul(Integer(-1), Symbol('sigma1', nonnegative=True))), Integer(-1)), Pow(Add(Pow(Symbol('m2', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m3', nonnegative=True), Integer(2))), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m_{K(892)}'), Integer(2))), Pow(Symbol('m3', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m3', nonnegative=True), Integer(2)), Pow(Symbol('m_{K(892)}'), Integer(2))), Pow(Symbol('m_{K(892)}'), Integer(4))), Rational(-1, 2)), Pow(Add(Pow(Symbol('m2', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m3', nonnegative=True), Integer(2))), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Symbol('sigma1', nonnegative=True)), Pow(Symbol('m3', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m3', nonnegative=True), Integer(2)), Symbol('sigma1', nonnegative=True)), Pow(Symbol('sigma1', nonnegative=True), Integer(2))), Rational(1, 2)), Pow(Pow(Symbol('m_{K(892)}'), Integer(2)), Rational(1, 2)), Pow(Pow(Add(Mul(Rational(1, 4), Pow(Symbol('R_\\mathrm{res}'), Integer(2)), Pow(Symbol('m_{K(892)}'), Integer(-2)), Add(Pow(Symbol('m2', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m3', nonnegative=True), Integer(2))), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m_{K(892)}'), Integer(2))), Pow(Symbol('m3', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m3', nonnegative=True), Integer(2)), Pow(Symbol('m_{K(892)}'), Integer(2))), Pow(Symbol('m_{K(892)}'), Integer(4)))), Integer(1)), Integer(-1)), Rational(-1, 2)), Pow(Pow(Add(Mul(Rational(1, 4), Pow(Symbol('R_\\mathrm{res}'), Integer(2)), Pow(Symbol('sigma1', nonnegative=True), Integer(-1)), Add(Pow(Symbol('m2', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m3', nonnegative=True), Integer(2))), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Symbol('sigma1', nonnegative=True)), Pow(Symbol('m3', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m3', nonnegative=True), Integer(2)), Symbol('sigma1', nonnegative=True)), Pow(Symbol('sigma1', nonnegative=True), Integer(2)))), Integer(1)), Integer(-1)), Rational(1, 2)), cos(Symbol('theta_23', real=True)), Indexed(IndexedBase(Symbol('\\mathcal{H}^\\mathrm{decay}')), Str('K(892)'), Integer(0), Integer(0)), Indexed(IndexedBase(Symbol('\\mathcal{H}^\\mathrm{production}')), Str('K(892)'), Integer(0), Rational(-1, 2)))), sin(Mul(Rational(1, 2), Symbol('\\zeta^0_{1(1)}', real=True))), sin(Mul(Rational(1, 2), Symbol('\\zeta^1_{1(1)}', real=True)))), Mul(Add(Mul(Pow(Add(Mul(Integer(-1), I, Symbol('\\Gamma_{K(700)}'), Symbol('m_{K(700)}'), Pow(Add(Mul(Rational(1, 2), Pow(Symbol('m2', nonnegative=True), Integer(2))), Mul(Integer(-1), Pow(Symbol('m3', nonnegative=True), Integer(2))), Pow(Symbol('m_{K(700)}'), Integer(2))), Integer(-1)), Add(Mul(Rational(1, 2), Pow(Symbol('m2', nonnegative=True), Integer(2))), Mul(Integer(-1), Pow(Symbol('m3', nonnegative=True), Integer(2))), Symbol('sigma1', nonnegative=True)), exp(Mul(Integer(-1), Symbol('\\gamma_{K(700)}'), Symbol('sigma1', nonnegative=True)))), Pow(Symbol('m_{K(700)}'), Integer(2)), Mul(Integer(-1), Symbol('sigma1', nonnegative=True))), Integer(-1)), Indexed(IndexedBase(Symbol('\\mathcal{H}^\\mathrm{decay}')), Str('K(700)'), Integer(0), Integer(0)), Indexed(IndexedBase(Symbol('\\mathcal{H}^\\mathrm{production}')), Str('K(700)'), Integer(0), Rational(1, 2))), Mul(Pow(Add(Mul(Integer(-1), I, Symbol('\\Gamma_{K(1430)}'), Symbol('m_{K(1430)}'), Pow(Add(Mul(Rational(1, 2), Pow(Symbol('m2', nonnegative=True), Integer(2))), Mul(Integer(-1), Pow(Symbol('m3', nonnegative=True), Integer(2))), Pow(Symbol('m_{K(1430)}'), Integer(2))), Integer(-1)), Add(Mul(Rational(1, 2), Pow(Symbol('m2', nonnegative=True), Integer(2))), Mul(Integer(-1), Pow(Symbol('m3', nonnegative=True), Integer(2))), Symbol('sigma1', nonnegative=True)), exp(Mul(Integer(-1), Symbol('\\gamma_{K(1430)}'), Symbol('sigma1', nonnegative=True)))), Pow(Symbol('m_{K(1430)}'), Integer(2)), Mul(Integer(-1), Symbol('sigma1', nonnegative=True))), Integer(-1)), Indexed(IndexedBase(Symbol('\\mathcal{H}^\\mathrm{decay}')), Str('K(1430)'), Integer(0), Integer(0)), Indexed(IndexedBase(Symbol('\\mathcal{H}^\\mathrm{production}')), Str('K(1430)'), Integer(0), Rational(1, 2))), Mul(Pow(Symbol('sigma1', nonnegative=True), Rational(-1, 2)), Pow(Add(Mul(Integer(-1), I, Symbol('\\Gamma_{K(892)}'), Pow(Symbol('m_{K(892)}'), Integer(2)), Pow(Symbol('sigma1', nonnegative=True), Integer(-2)), Add(Mul(Rational(1, 4), Pow(Symbol('R_\\mathrm{res}'), Integer(2)), Pow(Symbol('m_{K(892)}'), Integer(-2)), Add(Pow(Symbol('m2', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m3', nonnegative=True), Integer(2))), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m_{K(892)}'), Integer(2))), Pow(Symbol('m3', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m3', nonnegative=True), Integer(2)), Pow(Symbol('m_{K(892)}'), Integer(2))), Pow(Symbol('m_{K(892)}'), Integer(4)))), Integer(1)), Pow(Add(Mul(Rational(1, 4), Pow(Symbol('R_\\mathrm{res}'), Integer(2)), Pow(Symbol('sigma1', nonnegative=True), Integer(-1)), Add(Pow(Symbol('m2', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m3', nonnegative=True), Integer(2))), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Symbol('sigma1', nonnegative=True)), Pow(Symbol('m3', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m3', nonnegative=True), Integer(2)), Symbol('sigma1', nonnegative=True)), Pow(Symbol('sigma1', nonnegative=True), Integer(2)))), Integer(1)), Integer(-1)), Pow(Add(Pow(Symbol('m2', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m3', nonnegative=True), Integer(2))), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m_{K(892)}'), Integer(2))), Pow(Symbol('m3', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m3', nonnegative=True), Integer(2)), Pow(Symbol('m_{K(892)}'), Integer(2))), Pow(Symbol('m_{K(892)}'), Integer(4))), Rational(-3, 2)), Pow(Add(Pow(Symbol('m2', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m3', nonnegative=True), Integer(2))), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Symbol('sigma1', nonnegative=True)), Pow(Symbol('m3', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m3', nonnegative=True), Integer(2)), Symbol('sigma1', nonnegative=True)), Pow(Symbol('sigma1', nonnegative=True), Integer(2))), Rational(3, 2)), Pow(Pow(Symbol('m_{K(892)}'), Integer(2)), Rational(3, 2))), Pow(Symbol('m_{K(892)}'), Integer(2)), Mul(Integer(-1), Symbol('sigma1', nonnegative=True))), Integer(-1)), Pow(Add(Pow(Symbol('m2', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m3', nonnegative=True), Integer(2))), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m_{K(892)}'), Integer(2))), Pow(Symbol('m3', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m3', nonnegative=True), Integer(2)), Pow(Symbol('m_{K(892)}'), Integer(2))), Pow(Symbol('m_{K(892)}'), Integer(4))), Rational(-1, 2)), Pow(Add(Pow(Symbol('m2', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m3', nonnegative=True), Integer(2))), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Symbol('sigma1', nonnegative=True)), Pow(Symbol('m3', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m3', nonnegative=True), Integer(2)), Symbol('sigma1', nonnegative=True)), Pow(Symbol('sigma1', nonnegative=True), Integer(2))), Rational(1, 2)), Pow(Pow(Symbol('m_{K(892)}'), Integer(2)), Rational(1, 2)), Pow(Pow(Add(Mul(Rational(1, 4), Pow(Symbol('R_\\mathrm{res}'), Integer(2)), Pow(Symbol('m_{K(892)}'), Integer(-2)), Add(Pow(Symbol('m2', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m3', nonnegative=True), Integer(2))), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m_{K(892)}'), Integer(2))), Pow(Symbol('m3', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m3', nonnegative=True), Integer(2)), Pow(Symbol('m_{K(892)}'), Integer(2))), Pow(Symbol('m_{K(892)}'), Integer(4)))), Integer(1)), Integer(-1)), Rational(-1, 2)), Pow(Pow(Add(Mul(Rational(1, 4), Pow(Symbol('R_\\mathrm{res}'), Integer(2)), Pow(Symbol('sigma1', nonnegative=True), Integer(-1)), Add(Pow(Symbol('m2', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m3', nonnegative=True), Integer(2))), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Symbol('sigma1', nonnegative=True)), Pow(Symbol('m3', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m3', nonnegative=True), Integer(2)), Symbol('sigma1', nonnegative=True)), Pow(Symbol('sigma1', nonnegative=True), Integer(2)))), Integer(1)), Integer(-1)), Rational(1, 2)), cos(Symbol('theta_23', real=True)), Indexed(IndexedBase(Symbol('\\mathcal{H}^\\mathrm{decay}')), Str('K(892)'), Integer(0), Integer(0)), Indexed(IndexedBase(Symbol('\\mathcal{H}^\\mathrm{production}')), Str('K(892)'), Integer(0), Rational(1, 2)))), cos(Mul(Rational(1, 2), Symbol('\\zeta^0_{1(1)}', real=True))), cos(Mul(Rational(1, 2), Symbol('\\zeta^1_{1(1)}', real=True)))), Mul(Add(Mul(Pow(Symbol('m_{D(1700)}'), Integer(2)), Pow(Symbol('sigma3', nonnegative=True), Integer(-1)), Add(Mul(Integer(-1), Rational(1, 4), sin(Mul(Rational(1, 2), Symbol('theta_12', real=True)))), Mul(Rational(3, 4), sin(Mul(Rational(3, 2), Symbol('theta_12', real=True))))), Pow(Add(Mul(Integer(-1), I, Symbol('\\Gamma_{D(1700)}'), Pow(Symbol('m_{D(1700)}'), Integer(2)), Pow(Symbol('sigma3', nonnegative=True), Integer(-3)), Add(Mul(Rational(1, 16), Pow(Symbol('R_\\mathrm{res}'), Integer(4)), Pow(Symbol('m_{D(1700)}'), Integer(-4)), Pow(Add(Pow(Symbol('m1', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m1', nonnegative=True), Integer(2)), Pow(Symbol('m2', nonnegative=True), Integer(2))), Mul(Integer(-1), Integer(2), Pow(Symbol('m1', nonnegative=True), Integer(2)), Pow(Symbol('m_{D(1700)}'), Integer(2))), Pow(Symbol('m2', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m_{D(1700)}'), Integer(2))), Pow(Symbol('m_{D(1700)}'), Integer(4))), Integer(2))), Mul(Rational(3, 4), Pow(Symbol('R_\\mathrm{res}'), Integer(2)), Pow(Symbol('m_{D(1700)}'), Integer(-2)), Add(Pow(Symbol('m1', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m1', nonnegative=True), Integer(2)), Pow(Symbol('m2', nonnegative=True), Integer(2))), Mul(Integer(-1), Integer(2), Pow(Symbol('m1', nonnegative=True), Integer(2)), Pow(Symbol('m_{D(1700)}'), Integer(2))), Pow(Symbol('m2', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m_{D(1700)}'), Integer(2))), Pow(Symbol('m_{D(1700)}'), Integer(4)))), Integer(9)), Pow(Add(Mul(Rational(1, 16), Pow(Symbol('R_\\mathrm{res}'), Integer(4)), Pow(Symbol('sigma3', nonnegative=True), Integer(-2)), Pow(Add(Pow(Symbol('m1', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m1', nonnegative=True), Integer(2)), Pow(Symbol('m2', nonnegative=True), Integer(2))), Mul(Integer(-1), Integer(2), Pow(Symbol('m1', nonnegative=True), Integer(2)), Symbol('sigma3', nonnegative=True)), Pow(Symbol('m2', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Symbol('sigma3', nonnegative=True)), Pow(Symbol('sigma3', nonnegative=True), Integer(2))), Integer(2))), Mul(Rational(3, 4), Pow(Symbol('R_\\mathrm{res}'), Integer(2)), Pow(Symbol('sigma3', nonnegative=True), Integer(-1)), Add(Pow(Symbol('m1', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m1', nonnegative=True), Integer(2)), Pow(Symbol('m2', nonnegative=True), Integer(2))), Mul(Integer(-1), Integer(2), Pow(Symbol('m1', nonnegative=True), Integer(2)), Symbol('sigma3', nonnegative=True)), Pow(Symbol('m2', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Symbol('sigma3', nonnegative=True)), Pow(Symbol('sigma3', nonnegative=True), Integer(2)))), Integer(9)), Integer(-1)), Pow(Add(Pow(Symbol('m1', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m1', nonnegative=True), Integer(2)), Pow(Symbol('m2', nonnegative=True), Integer(2))), Mul(Integer(-1), Integer(2), Pow(Symbol('m1', nonnegative=True), Integer(2)), Pow(Symbol('m_{D(1700)}'), Integer(2))), Pow(Symbol('m2', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m_{D(1700)}'), Integer(2))), Pow(Symbol('m_{D(1700)}'), Integer(4))), Rational(-5, 2)), Pow(Add(Pow(Symbol('m1', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m1', nonnegative=True), Integer(2)), Pow(Symbol('m2', nonnegative=True), Integer(2))), Mul(Integer(-1), Integer(2), Pow(Symbol('m1', nonnegative=True), Integer(2)), Symbol('sigma3', nonnegative=True)), Pow(Symbol('m2', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Symbol('sigma3', nonnegative=True)), Pow(Symbol('sigma3', nonnegative=True), Integer(2))), Rational(5, 2)), Pow(Pow(Symbol('m_{D(1700)}'), Integer(2)), Rational(5, 2))), Pow(Symbol('m_{D(1700)}'), Integer(2)), Mul(Integer(-1), Symbol('sigma3', nonnegative=True))), Integer(-1)), Pow(Add(Pow(Symbol('m1', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m1', nonnegative=True), Integer(2)), Pow(Symbol('m2', nonnegative=True), Integer(2))), Mul(Integer(-1), Integer(2), Pow(Symbol('m1', nonnegative=True), Integer(2)), Pow(Symbol('m_{D(1700)}'), Integer(2))), Pow(Symbol('m2', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m2', nonnegative=True), Integer(2)), Pow(Symbol('m_{D(1700)}'), Integer(2))), Pow(Symbol('m_{D(1700)}'), Integer(4))), Integer(-1)), Add(Pow(Symbol('m1', nonnegative=True), Integer(4)), Mul(Integer(-1), Integer(2), Pow(Symbol('m1', nonnegative=True), Integer(2)), Pow(Symbol('m2', nonnegative=True), Integer(2))), Mul(Integer(-1), Integer(2), Pow(Symbol('m1', nonnegative=True), Integer(2)), Symbol('sigma3', nonnegative=True)), 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Integer(2)))

From c7ee6727415657136248e624ae4af012db331015 Mon Sep 17 00:00:00 2001
From: Remco de Boer <29308176+redeboer@users.noreply.github.com>
Date: Tue, 14 Apr 2026 10:43:40 +0200
Subject: [PATCH 3/5] MAINT: upgrade lock files

---
 docs/020/uv.lock | 6 +++---
 uv.lock          | 6 +++---
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/docs/020/uv.lock b/docs/020/uv.lock
index db892b8..4dc3b51 100644
--- a/docs/020/uv.lock
+++ b/docs/020/uv.lock
@@ -1635,9 +1635,9 @@ wheels = [
 
 [[package]]
 name = "zipp"
-version = "3.23.0"
+version = "3.23.1"
 source = {registry = "https://pypi.org/simple"}
-sdist = {url = "https://files.pythonhosted.org/packages/e3/02/0f2892c661036d50ede074e376733dca2ae7c6eb617489437771209d4180/zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166", size = 25547, upload-time = "2025-06-08T17:06:39.4Z"}
+sdist = {url = "https://files.pythonhosted.org/packages/30/21/093488dfc7cc8964ded15ab726fad40f25fd3d788fd741cc1c5a17d78ee8/zipp-3.23.1.tar.gz", hash = "sha256:32120e378d32cd9714ad503c1d024619063ec28aad2248dc6672ad13edfa5110", size = 25965, upload-time = "2026-04-13T23:21:46.6Z"}
 wheels = [
-    {url = "https://files.pythonhosted.org/packages/2e/54/647ade08bf0db230bfea292f893923872fd20be6ac6f53b2b936ba839d75/zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e", size = 10276, upload-time = "2025-06-08T17:06:38.034Z"},
+    {url = "https://files.pythonhosted.org/packages/08/8a/0861bec20485572fbddf3dfba2910e38fe249796cb73ecdeb74e07eeb8d3/zipp-3.23.1-py3-none-any.whl", hash = "sha256:0b3596c50a5c700c9cb40ba8d86d9f2cc4807e9bedb06bcdf7fac85633e444dc", size = 10378, upload-time = "2026-04-13T23:21:45.386Z"},
 ]
diff --git a/uv.lock b/uv.lock
index bd2ec44..f12e660 100644
--- a/uv.lock
+++ b/uv.lock
@@ -3560,9 +3560,9 @@ wheels = [
 
 [[package]]
 name = "zipp"
-version = "3.23.0"
+version = "3.23.1"
 source = {registry = "https://pypi.org/simple"}
-sdist = {url = "https://files.pythonhosted.org/packages/e3/02/0f2892c661036d50ede074e376733dca2ae7c6eb617489437771209d4180/zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166", size = 25547, upload-time = "2025-06-08T17:06:39.4Z"}
+sdist = {url = "https://files.pythonhosted.org/packages/30/21/093488dfc7cc8964ded15ab726fad40f25fd3d788fd741cc1c5a17d78ee8/zipp-3.23.1.tar.gz", hash = "sha256:32120e378d32cd9714ad503c1d024619063ec28aad2248dc6672ad13edfa5110", size = 25965, upload-time = "2026-04-13T23:21:46.6Z"}
 wheels = [
-    {url = "https://files.pythonhosted.org/packages/2e/54/647ade08bf0db230bfea292f893923872fd20be6ac6f53b2b936ba839d75/zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e", size = 10276, upload-time = "2025-06-08T17:06:38.034Z"},
+    {url = "https://files.pythonhosted.org/packages/08/8a/0861bec20485572fbddf3dfba2910e38fe249796cb73ecdeb74e07eeb8d3/zipp-3.23.1-py3-none-any.whl", hash = "sha256:0b3596c50a5c700c9cb40ba8d86d9f2cc4807e9bedb06bcdf7fac85633e444dc", size = 10378, upload-time = "2026-04-13T23:21:45.386Z"},
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From d5fb8f9a9f41d6bba4d82c9baa95178134669af7 Mon Sep 17 00:00:00 2001
From: Remco de Boer <29308176+redeboer@users.noreply.github.com>
Date: Tue, 14 Apr 2026 10:44:41 +0200
Subject: [PATCH 4/5] FIX: downgrade to Plotly v5

---
 docs/006/pyproject.toml |  2 +-
 docs/006/uv.lock        | 28 ++++++++++++++--------------
 docs/023/pyproject.toml |  2 +-
 docs/023/uv.lock        | 28 ++++++++++++++--------------
 docs/025/pyproject.toml |  2 +-
 docs/025/uv.lock        | 28 ++++++++++++++--------------
 docs/026/pyproject.toml |  2 +-
 docs/026/uv.lock        | 28 ++++++++++++++--------------
 docs/027/pyproject.toml |  2 +-
 docs/027/uv.lock        | 28 ++++++++++++++--------------
 10 files changed, 75 insertions(+), 75 deletions(-)

diff --git a/docs/006/pyproject.toml b/docs/006/pyproject.toml
index 5b58ba9..e87fdd8 100644
--- a/docs/006/pyproject.toml
+++ b/docs/006/pyproject.toml
@@ -4,7 +4,7 @@ dependencies = [
     "ipywidgets",
     "matplotlib",
     "nbformat>=4.2.0",
-    "plotly",
+    "plotly~=5.0",
     "sympy",
 ]
 name = "technical-report"
diff --git a/docs/006/uv.lock b/docs/006/uv.lock
index c83e71c..6e9c93b 100644
--- a/docs/006/uv.lock
+++ b/docs/006/uv.lock
@@ -342,15 +342,6 @@ wheels = [
     {url = "https://files.pythonhosted.org/packages/43/e3/7d92a15f894aa0c9c4b49b8ee9ac9850d6e63b03c9c32c0367a13ae62209/mpmath-1.3.0-py3-none-any.whl", hash = "sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c", size = 536198, upload-time = "2023-03-07T16:47:09.197Z"},
 ]
 
-[[package]]
-name = "narwhals"
-version = "2.19.0"
-source = {registry = "https://pypi.org/simple"}
-sdist = {url = "https://files.pythonhosted.org/packages/4e/1a/bd3317c0bdbcd9ffb710ddf5250b32898f8f2c240be99494fe137feb77a7/narwhals-2.19.0.tar.gz", hash = "sha256:14fd7040b5ff211d415a82e4827b9d04c354e213e72a6d0730205ffd72e3b7ff", size = 623698, upload-time = "2026-04-06T15:50:58.786Z"}
-wheels = [
-    {url = "https://files.pythonhosted.org/packages/37/72/e61e3091e0e00fae9d3a8ef85ece9d2cd4b5966058e1f2901ce42679eebf/narwhals-2.19.0-py3-none-any.whl", hash = "sha256:1f8dfa4a33a6dbff878c3e9be4c3b455dfcaf2a9322f1357db00e4e92e95b84b", size = 446991, upload-time = "2026-04-06T15:50:57.046Z"},
-]
-
 [[package]]
 name = "nbformat"
 version = "5.10.4"
@@ -469,15 +460,15 @@ wheels = [
 
 [[package]]
 name = "plotly"
-version = "6.7.0"
+version = "5.24.1"
 source = {registry = "https://pypi.org/simple"}
 dependencies = [
-    {name = "narwhals"},
     {name = "packaging"},
+    {name = "tenacity"},
 ]
-sdist = {url = "https://files.pythonhosted.org/packages/3a/7f/0f100df1172aadf88a929a9dbb902656b0880ba4b960fe5224867159d8f4/plotly-6.7.0.tar.gz", hash = "sha256:45eea0ff27e2a23ccd62776f77eb43aa1ca03df4192b76036e380bb479b892c6", size = 6911286, upload-time = "2026-04-09T20:36:45.738Z"}
+sdist = {url = "https://files.pythonhosted.org/packages/79/4f/428f6d959818d7425a94c190a6b26fbc58035cbef40bf249be0b62a9aedd/plotly-5.24.1.tar.gz", hash = "sha256:dbc8ac8339d248a4bcc36e08a5659bacfe1b079390b8953533f4eb22169b4bae", size = 9479398, upload-time = "2024-09-12T15:36:31.068Z"}
 wheels = [
-    {url = "https://files.pythonhosted.org/packages/90/ad/cba91b3bcf04073e4d1655a5c1710ef3f457f56f7d1b79dcc3d72f4dd912/plotly-6.7.0-py3-none-any.whl", hash = "sha256:ac8aca1c25c663a59b5b9140a549264a5badde2e057d79b8c772ae2920e32ff0", size = 9898444, upload-time = "2026-04-09T20:36:39.812Z"},
+    {url = "https://files.pythonhosted.org/packages/e5/ae/580600f441f6fc05218bd6c9d5794f4aef072a7d9093b291f1c50a9db8bc/plotly-5.24.1-py3-none-any.whl", hash = "sha256:f67073a1e637eb0dc3e46324d9d51e2fe76e9727c892dde64ddf1e1b51f29089", size = 19054220, upload-time = "2024-09-12T15:36:24.08Z"},
 ]
 
 [[package]]
@@ -644,10 +635,19 @@ requires-dist = [
     {name = "ipywidgets"},
     {name = "matplotlib"},
     {name = "nbformat", specifier = ">=4.2.0"},
-    {name = "plotly"},
+    {name = "plotly", specifier = "~=5.0"},
     {name = "sympy"},
 ]
 
+[[package]]
+name = "tenacity"
+version = "9.1.4"
+source = {registry = "https://pypi.org/simple"}
+sdist = {url = "https://files.pythonhosted.org/packages/47/c6/ee486fd809e357697ee8a44d3d69222b344920433d3b6666ccd9b374630c/tenacity-9.1.4.tar.gz", hash = "sha256:adb31d4c263f2bd041081ab33b498309a57c77f9acf2db65aadf0898179cf93a", size = 49413, upload-time = "2026-02-07T10:45:33.841Z"}
+wheels = [
+    {url = "https://files.pythonhosted.org/packages/d7/c1/eb8f9debc45d3b7918a32ab756658a0904732f75e555402972246b0b8e71/tenacity-9.1.4-py3-none-any.whl", hash = "sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55", size = 28926, upload-time = "2026-02-07T10:45:32.24Z"},
+]
+
 [[package]]
 name = "traitlets"
 version = "5.14.3"
diff --git a/docs/023/pyproject.toml b/docs/023/pyproject.toml
index 5d52947..8a1e86e 100644
--- a/docs/023/pyproject.toml
+++ b/docs/023/pyproject.toml
@@ -2,7 +2,7 @@
 dependencies = [
     "nbformat>=4.2.0",
     "numpy",
-    "plotly",
+    "plotly~=5.0",
 ]
 name = "technical-report"
 requires-python = "~=3.13.0"
diff --git a/docs/023/uv.lock b/docs/023/uv.lock
index c152f11..fe8d5f5 100644
--- a/docs/023/uv.lock
+++ b/docs/023/uv.lock
@@ -60,15 +60,6 @@ wheels = [
     {url = "https://files.pythonhosted.org/packages/e7/e7/80988e32bf6f73919a113473a604f5a8f09094de312b9d52b79c2df7612b/jupyter_core-5.9.1-py3-none-any.whl", hash = "sha256:ebf87fdc6073d142e114c72c9e29a9d7ca03fad818c5d300ce2adc1fb0743407", size = 29032, upload-time = "2025-10-16T19:19:16.783Z"},
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-version = "2.19.0"
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index a81720f..a8261a1 100644
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@@ -5,7 +5,7 @@ dependencies = [
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From a8cc898cef51ce1dfcc8dfee5c71989103b9d4a5 Mon Sep 17 00:00:00 2001
From: Remco de Boer <29308176+redeboer@users.noreply.github.com>
Date: Tue, 13 Jan 2026 14:54:53 +0100
Subject: [PATCH 5/5] FIX: make notebooks runnable again

---
 docs/005/pyproject.toml |  2 +-
 docs/005/uv.lock        |  8 ++++----
 docs/027/index.ipynb    | 24 ++++++++++++------------
 3 files changed, 17 insertions(+), 17 deletions(-)

diff --git a/docs/005/pyproject.toml b/docs/005/pyproject.toml
index 240f5af..1d35b35 100644
--- a/docs/005/pyproject.toml
+++ b/docs/005/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 dependencies = [
-    "ampform[viz]",
+    "ampform[viz]~=0.15.0",
     "ipympl",
     "ipywidgets",
     "mpl-interactions",
diff --git a/docs/005/uv.lock b/docs/005/uv.lock
index 8ad8c30..5e1da20 100644
--- a/docs/005/uv.lock
+++ b/docs/005/uv.lock
@@ -4,7 +4,7 @@ requires-python = "==3.13.*"
 
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+    {url = "https://files.pythonhosted.org/packages/8f/fc/380fad7f18e911596e60e80047355f5ed3b683db1f4233eed5b13ebfb6a0/ampform-0.15.11-py3-none-any.whl", hash = "sha256:41b6818dd9b92980816a247abf85fcbef5b935b734ad3261623ce03b713d2ab6", size = 89680, upload-time = "2025-10-29T12:51:56.23Z"},
 ]
 
 [package.optional-dependencies]
@@ -684,7 +684,7 @@ dependencies = [
 
 [package.metadata]
 requires-dist = [
-    {name = "ampform", extras = ["viz"]},
+    {name = "ampform", extras = ["viz"], specifier = "~=0.15.0"},
     {name = "ipympl"},
     {name = "ipywidgets"},
     {name = "mpl-interactions"},
diff --git a/docs/027/index.ipynb b/docs/027/index.ipynb
index 8a9af2d..ab5c63d 100644
--- a/docs/027/index.ipynb
+++ b/docs/027/index.ipynb
@@ -1013,19 +1013,19 @@
     "        MESH[1].set_array(T2n_res1.imag)\n",
     "        MESH[2].set_array(T1p_res1.imag)\n",
     "        MESH[3].set_array(T3n_res1.imag)\n",
-    "        LINES[0].set_xdata(m0)\n",
-    "        LINES[1].set_xdata(m0)\n",
-    "        LINES[2].set_xdata(m0)\n",
-    "        LINES[3].set_xdata(m0)\n",
-    "        LINES[4].set_ydata(T1y)\n",
-    "        LINES[5].set_ydata(T2y)\n",
-    "        LINES[6].set_ydata(T1y)\n",
-    "        LINES[7].set_ydata(T3y)\n",
+    "        LINES[0].set_xdata([m0])\n",
+    "        LINES[1].set_xdata([m0])\n",
+    "        LINES[2].set_xdata([m0])\n",
+    "        LINES[3].set_xdata([m0])\n",
+    "        LINES[4].set_ydata([T1y])\n",
+    "        LINES[5].set_ydata([T2y])\n",
+    "        LINES[6].set_ydata([T1y])\n",
+    "        LINES[7].set_ydata([T3y])\n",
     "    for mesh in MESH:\n",
     "        mesh.set_clim(-T_max, +T_max)\n",
     "    for ax in axes[0]:\n",
     "        ax.set_ylim(0, max(T1y) * 1.05)\n",
-    "    fig.canvas.draw()\n",
+    "    fig.canvas.draw_idle()\n",
     "\n",
     "\n",
     "for ax in axes[:, 1]:\n",
@@ -1045,11 +1045,11 @@
     "\n",
     "output = w.interactive_output(plot, controls=sliders)\n",
     "UI = w.VBox(list(sliders.values()))\n",
-    "fig.tight_layout()\n",
     "ax1d1.legend()\n",
     "ax1d2.legend()\n",
     "ax2d2.legend()\n",
-    "display(output, UI)"
+    "display(UI)\n",
+    "plt.show()"
    ]
   }
  ],
@@ -1072,7 +1072,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.13.12"
+   "version": "3.13.13"
   }
  },
  "nbformat": 4,