diff --git a/.constraints/py3.10.txt b/.constraints/py3.10.txt
index 69cdb700..f968d731 100644
--- a/.constraints/py3.10.txt
+++ b/.constraints/py3.10.txt
@@ -27,7 +27,7 @@ click==8.1.7
 cloudpickle==3.0.0
 colorama==0.4.6
 comm==0.2.2
-contourpy==1.2.0
+contourpy==1.2.1
 coverage==7.4.4
 cycler==0.12.1
 debugpy==1.8.1
@@ -38,40 +38,40 @@ dm-tree==0.1.8
 docstring-to-markdown==0.15
 docutils==0.20.1
 exceptiongroup==1.2.0
-execnet==2.0.2
+execnet==2.1.0
 executing==2.0.1
 fastjsonschema==2.19.1
-filelock==3.13.1
-flatbuffers==24.3.7
-fonttools==4.50.0
+filelock==3.13.3
+flatbuffers==24.3.25
+fonttools==4.51.0
 fqdn==1.5.1
 gast==0.5.4
 gitdb==4.0.11
-gitpython==3.1.42
+gitpython==3.1.43
 google-pasta==0.2.0
-graphviz==0.20.1
+graphviz==0.20.3
 greenlet==3.0.3
 grpcio==1.62.1
 h11==0.14.0
 h5py==3.10.0
 hepunits==2.3.3
-httpcore==1.0.4
+httpcore==1.0.5
 httpx==0.27.0
 identify==2.5.35
 idna==3.6
 imagesize==1.4.1
 iminuit==2.25.2
-importlib-metadata==7.0.2
+importlib-metadata==7.1.0
 iniconfig==2.0.0
-ipykernel==6.29.3
+ipykernel==6.29.4
 ipympl==0.9.3
-ipython==8.22.2
+ipython==8.23.0
 ipython-genutils==0.2.0
 ipywidgets==8.1.2
 isoduration==20.11.0
 isort==5.13.2
-jax==0.4.25
-jaxlib==0.4.25
+jax==0.4.26
+jaxlib==0.4.26
 jedi==0.19.1
 jinja2==3.1.3
 json5==0.9.24
@@ -81,7 +81,7 @@ jsonschema-specifications==2023.12.1
 jupyter-cache==1.0.0
 jupyter-client==8.6.1
 jupyter-core==5.7.2
-jupyter-events==0.9.1
+jupyter-events==0.10.0
 jupyter-lsp==2.2.4
 jupyter-server==2.13.0
 jupyter-server-mathjax==0.2.6
@@ -90,21 +90,21 @@ jupyterlab==4.1.5
 jupyterlab-code-formatter==2.2.1
 jupyterlab-git==0.50.0
 jupyterlab-lsp==5.1.0
-jupyterlab-myst==2.3.1
+jupyterlab-myst==2.3.2
 jupyterlab-pygments==0.3.0
 jupyterlab-server==2.25.4
 jupyterlab-widgets==3.0.10
-keras==3.0.5
+keras==3.1.1
 kiwisolver==1.4.5
 latexcodec==3.0.0
-libclang==16.0.6
+libclang==18.1.1
 livereload==2.6.3
 llvmlite==0.42.0
 lsprotocol==2023.0.1
 markdown==3.6
 markdown-it-py==3.0.0
 markupsafe==2.1.5
-matplotlib==3.8.3
+matplotlib==3.8.4
 matplotlib-inline==0.1.6
 mdit-py-plugins==0.4.0
 mdurl==0.1.2
@@ -116,28 +116,29 @@ myst-nb==1.0.0
 myst-parser==2.0.0
 namex==0.0.7
 nbclient==0.6.8
-nbconvert==7.16.2
+nbconvert==7.16.3
 nbdime==4.0.1
-nbformat==5.10.3
+nbformat==5.10.4
 nbmake==1.5.3
 nest-asyncio==1.6.0
 nodeenv==1.8.0
 notebook-shim==0.2.4
-numba==0.59.0
+numba==0.59.1
 numpy==1.26.4
 opt-einsum==3.3.0
+optree==0.11.0
 overrides==7.7.0
 packaging==24.0
 pandocfilters==1.5.1
-parso==0.8.3
+parso==0.8.4
 particle==0.23.1
 pathspec==0.12.1
 pexpect==4.9.0
 phasespace==1.9.0
-pillow==10.2.0
+pillow==10.3.0
 platformdirs==4.2.0
 pluggy==1.4.0
-pre-commit==3.6.2
+pre-commit==3.7.0
 prometheus-client==0.20.0
 prompt-toolkit==3.0.43
 protobuf==4.25.3
@@ -146,20 +147,20 @@ ptyprocess==0.7.0
 pure-eval==0.2.2
 pybtex==0.24.0
 pybtex-docutils==1.0.3
-pycparser==2.21
+pycparser==2.22
 pydata-sphinx-theme==0.15.2
 pygments==2.17.2
 pyparsing==3.1.2
 pyproject-api==1.6.1
 pytest==8.1.1
-pytest-cov==4.1.0
+pytest-cov==5.0.0
 pytest-xdist==3.5.0
 python-constraint==1.3.1
 python-dateutil==2.9.0.post0
 python-json-logger==2.0.7
 python-lsp-jsonrpc==1.1.2
 python-lsp-ruff==2.2.0
-python-lsp-server==1.10.1
+python-lsp-server==1.11.0
 pytoolconfig==1.3.1
 pyyaml==6.0.1
 pyzmq==25.1.2
@@ -169,10 +170,10 @@ requests==2.31.0
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rich==13.7.1
-rope==1.12.0
+rope==1.13.0
 rpds-py==0.18.0
-ruff==0.3.3
-scipy==1.12.0
+ruff==0.3.5
+scipy==1.13.0
 send2trash==1.8.2
 six==1.16.0
 smmap==5.0.1
@@ -195,7 +196,7 @@ sphinxcontrib-htmlhelp==2.0.5
 sphinxcontrib-jsmath==1.0.1
 sphinxcontrib-qthelp==1.0.7
 sphinxcontrib-serializinghtml==1.1.10
-sqlalchemy==2.0.28
+sqlalchemy==2.0.29
 stack-data==0.6.3
 sympy==1.12
 tabulate==0.9.0
@@ -210,11 +211,11 @@ terminado==0.18.1
 tinycss2==1.2.1
 tomli==2.0.1
 tornado==6.4
-tox==4.14.1
+tox==4.14.2
 tqdm==4.66.2
 traitlets==5.14.2
 types-python-dateutil==2.9.0.20240316
-typing-extensions==4.10.0
+typing-extensions==4.11.0
 ujson==5.9.0
 uri-template==1.3.0
 urllib3==2.2.1
@@ -223,7 +224,7 @@ wcwidth==0.2.13
 webcolors==1.13
 webencodings==0.5.1
 websocket-client==1.7.0
-werkzeug==3.0.1
+werkzeug==3.0.2
 wheel==0.43.0
 widgetsnbextension==4.0.10
 wrapt==1.16.0
diff --git a/.constraints/py3.11.txt b/.constraints/py3.11.txt
index 7e43c593..237cf954 100644
--- a/.constraints/py3.11.txt
+++ b/.constraints/py3.11.txt
@@ -27,7 +27,7 @@ click==8.1.7
 cloudpickle==3.0.0
 colorama==0.4.6
 comm==0.2.2
-contourpy==1.2.0
+contourpy==1.2.1
 coverage==7.4.4
 cycler==0.12.1
 debugpy==1.8.1
@@ -37,40 +37,40 @@ distlib==0.3.8
 dm-tree==0.1.8
 docstring-to-markdown==0.15
 docutils==0.20.1
-execnet==2.0.2
+execnet==2.1.0
 executing==2.0.1
 fastjsonschema==2.19.1
-filelock==3.13.1
-flatbuffers==24.3.7
-fonttools==4.50.0
+filelock==3.13.3
+flatbuffers==24.3.25
+fonttools==4.51.0
 fqdn==1.5.1
 gast==0.5.4
 gitdb==4.0.11
-gitpython==3.1.42
+gitpython==3.1.43
 google-pasta==0.2.0
-graphviz==0.20.1
+graphviz==0.20.3
 greenlet==3.0.3
 grpcio==1.62.1
 h11==0.14.0
 h5py==3.10.0
 hepunits==2.3.3
-httpcore==1.0.4
+httpcore==1.0.5
 httpx==0.27.0
 identify==2.5.35
 idna==3.6
 imagesize==1.4.1
 iminuit==2.25.2
-importlib-metadata==7.0.2
+importlib-metadata==7.1.0
 iniconfig==2.0.0
-ipykernel==6.29.3
+ipykernel==6.29.4
 ipympl==0.9.3
-ipython==8.22.2
+ipython==8.23.0
 ipython-genutils==0.2.0
 ipywidgets==8.1.2
 isoduration==20.11.0
 isort==5.13.2
-jax==0.4.25
-jaxlib==0.4.25
+jax==0.4.26
+jaxlib==0.4.26
 jedi==0.19.1
 jinja2==3.1.3
 json5==0.9.24
@@ -80,7 +80,7 @@ jsonschema-specifications==2023.12.1
 jupyter-cache==1.0.0
 jupyter-client==8.6.1
 jupyter-core==5.7.2
-jupyter-events==0.9.1
+jupyter-events==0.10.0
 jupyter-lsp==2.2.4
 jupyter-server==2.13.0
 jupyter-server-mathjax==0.2.6
@@ -89,21 +89,21 @@ jupyterlab==4.1.5
 jupyterlab-code-formatter==2.2.1
 jupyterlab-git==0.50.0
 jupyterlab-lsp==5.1.0
-jupyterlab-myst==2.3.1
+jupyterlab-myst==2.3.2
 jupyterlab-pygments==0.3.0
 jupyterlab-server==2.25.4
 jupyterlab-widgets==3.0.10
-keras==3.0.5
+keras==3.1.1
 kiwisolver==1.4.5
 latexcodec==3.0.0
-libclang==16.0.6
+libclang==18.1.1
 livereload==2.6.3
 llvmlite==0.42.0
 lsprotocol==2023.0.1
 markdown==3.6
 markdown-it-py==3.0.0
 markupsafe==2.1.5
-matplotlib==3.8.3
+matplotlib==3.8.4
 matplotlib-inline==0.1.6
 mdit-py-plugins==0.4.0
 mdurl==0.1.2
@@ -115,28 +115,29 @@ myst-nb==1.0.0
 myst-parser==2.0.0
 namex==0.0.7
 nbclient==0.6.8
-nbconvert==7.16.2
+nbconvert==7.16.3
 nbdime==4.0.1
-nbformat==5.10.3
+nbformat==5.10.4
 nbmake==1.5.3
 nest-asyncio==1.6.0
 nodeenv==1.8.0
 notebook-shim==0.2.4
-numba==0.59.0
+numba==0.59.1
 numpy==1.26.4
 opt-einsum==3.3.0
+optree==0.11.0
 overrides==7.7.0
 packaging==24.0
 pandocfilters==1.5.1
-parso==0.8.3
+parso==0.8.4
 particle==0.23.1
 pathspec==0.12.1
 pexpect==4.9.0
 phasespace==1.9.0
-pillow==10.2.0
+pillow==10.3.0
 platformdirs==4.2.0
 pluggy==1.4.0
-pre-commit==3.6.2
+pre-commit==3.7.0
 prometheus-client==0.20.0
 prompt-toolkit==3.0.43
 protobuf==4.25.3
@@ -145,20 +146,20 @@ ptyprocess==0.7.0
 pure-eval==0.2.2
 pybtex==0.24.0
 pybtex-docutils==1.0.3
-pycparser==2.21
+pycparser==2.22
 pydata-sphinx-theme==0.15.2
 pygments==2.17.2
 pyparsing==3.1.2
 pyproject-api==1.6.1
 pytest==8.1.1
-pytest-cov==4.1.0
+pytest-cov==5.0.0
 pytest-xdist==3.5.0
 python-constraint==1.3.1
 python-dateutil==2.9.0.post0
 python-json-logger==2.0.7
 python-lsp-jsonrpc==1.1.2
 python-lsp-ruff==2.2.0
-python-lsp-server==1.10.1
+python-lsp-server==1.11.0
 pytoolconfig==1.3.1
 pyyaml==6.0.1
 pyzmq==25.1.2
@@ -168,10 +169,10 @@ requests==2.31.0
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rich==13.7.1
-rope==1.12.0
+rope==1.13.0
 rpds-py==0.18.0
-ruff==0.3.3
-scipy==1.12.0
+ruff==0.3.5
+scipy==1.13.0
 send2trash==1.8.2
 six==1.16.0
 smmap==5.0.1
@@ -194,7 +195,7 @@ sphinxcontrib-htmlhelp==2.0.5
 sphinxcontrib-jsmath==1.0.1
 sphinxcontrib-qthelp==1.0.7
 sphinxcontrib-serializinghtml==1.1.10
-sqlalchemy==2.0.28
+sqlalchemy==2.0.29
 stack-data==0.6.3
 sympy==1.12
 tabulate==0.9.0
@@ -208,11 +209,11 @@ termcolor==2.4.0
 terminado==0.18.1
 tinycss2==1.2.1
 tornado==6.4
-tox==4.14.1
+tox==4.14.2
 tqdm==4.66.2
 traitlets==5.14.2
 types-python-dateutil==2.9.0.20240316
-typing-extensions==4.10.0
+typing-extensions==4.11.0
 ujson==5.9.0
 uri-template==1.3.0
 urllib3==2.2.1
@@ -221,7 +222,7 @@ wcwidth==0.2.13
 webcolors==1.13
 webencodings==0.5.1
 websocket-client==1.7.0
-werkzeug==3.0.1
+werkzeug==3.0.2
 wheel==0.43.0
 widgetsnbextension==4.0.10
 wrapt==1.16.0
diff --git a/.constraints/py3.12.txt b/.constraints/py3.12.txt
index 99d42940..3c426876 100644
--- a/.constraints/py3.12.txt
+++ b/.constraints/py3.12.txt
@@ -27,7 +27,7 @@ click==8.1.7
 cloudpickle==3.0.0
 colorama==0.4.6
 comm==0.2.2
-contourpy==1.2.0
+contourpy==1.2.1
 coverage==7.4.4
 cycler==0.12.1
 debugpy==1.8.1
@@ -37,40 +37,40 @@ distlib==0.3.8
 dm-tree==0.1.8
 docstring-to-markdown==0.15
 docutils==0.20.1
-execnet==2.0.2
+execnet==2.1.0
 executing==2.0.1
 fastjsonschema==2.19.1
-filelock==3.13.1
-flatbuffers==24.3.7
-fonttools==4.50.0
+filelock==3.13.3
+flatbuffers==24.3.25
+fonttools==4.51.0
 fqdn==1.5.1
 gast==0.5.4
 gitdb==4.0.11
-gitpython==3.1.42
+gitpython==3.1.43
 google-pasta==0.2.0
-graphviz==0.20.1
+graphviz==0.20.3
 greenlet==3.0.3
 grpcio==1.62.1
 h11==0.14.0
 h5py==3.10.0
 hepunits==2.3.3
-httpcore==1.0.4
+httpcore==1.0.5
 httpx==0.27.0
 identify==2.5.35
 idna==3.6
 imagesize==1.4.1
 iminuit==2.25.2
-importlib-metadata==7.0.2
+importlib-metadata==7.1.0
 iniconfig==2.0.0
-ipykernel==6.29.3
+ipykernel==6.29.4
 ipympl==0.9.3
-ipython==8.22.2
+ipython==8.23.0
 ipython-genutils==0.2.0
 ipywidgets==8.1.2
 isoduration==20.11.0
 isort==5.13.2
-jax==0.4.25
-jaxlib==0.4.25
+jax==0.4.26
+jaxlib==0.4.26
 jedi==0.19.1
 jinja2==3.1.3
 json5==0.9.24
@@ -80,7 +80,7 @@ jsonschema-specifications==2023.12.1
 jupyter-cache==1.0.0
 jupyter-client==8.6.1
 jupyter-core==5.7.2
-jupyter-events==0.9.1
+jupyter-events==0.10.0
 jupyter-lsp==2.2.4
 jupyter-server==2.13.0
 jupyter-server-mathjax==0.2.6
@@ -89,21 +89,21 @@ jupyterlab==4.1.5
 jupyterlab-code-formatter==2.2.1
 jupyterlab-git==0.50.0
 jupyterlab-lsp==5.1.0
-jupyterlab-myst==2.3.1
+jupyterlab-myst==2.3.2
 jupyterlab-pygments==0.3.0
 jupyterlab-server==2.25.4
 jupyterlab-widgets==3.0.10
-keras==3.0.5
+keras==3.1.1
 kiwisolver==1.4.5
 latexcodec==3.0.0
-libclang==16.0.6
+libclang==18.1.1
 livereload==2.6.3
 llvmlite==0.42.0
 lsprotocol==2023.0.1
 markdown==3.6
 markdown-it-py==3.0.0
 markupsafe==2.1.5
-matplotlib==3.8.3
+matplotlib==3.8.4
 matplotlib-inline==0.1.6
 mdit-py-plugins==0.4.0
 mdurl==0.1.2
@@ -115,28 +115,29 @@ myst-nb==1.0.0
 myst-parser==2.0.0
 namex==0.0.7
 nbclient==0.6.8
-nbconvert==7.16.2
+nbconvert==7.16.3
 nbdime==4.0.1
-nbformat==5.10.3
+nbformat==5.10.4
 nbmake==1.5.3
 nest-asyncio==1.6.0
 nodeenv==1.8.0
 notebook-shim==0.2.4
-numba==0.59.0
+numba==0.59.1
 numpy==1.26.4
 opt-einsum==3.3.0
+optree==0.11.0
 overrides==7.7.0
 packaging==24.0
 pandocfilters==1.5.1
-parso==0.8.3
+parso==0.8.4
 particle==0.23.1
 pathspec==0.12.1
 pexpect==4.9.0
 phasespace==1.9.0
-pillow==10.2.0
+pillow==10.3.0
 platformdirs==4.2.0
 pluggy==1.4.0
-pre-commit==3.6.2
+pre-commit==3.7.0
 prometheus-client==0.20.0
 prompt-toolkit==3.0.43
 protobuf==4.25.3
@@ -145,20 +146,20 @@ ptyprocess==0.7.0
 pure-eval==0.2.2
 pybtex==0.24.0
 pybtex-docutils==1.0.3
-pycparser==2.21
+pycparser==2.22
 pydata-sphinx-theme==0.15.2
 pygments==2.17.2
 pyparsing==3.1.2
 pyproject-api==1.6.1
 pytest==8.1.1
-pytest-cov==4.1.0
+pytest-cov==5.0.0
 pytest-xdist==3.5.0
 python-constraint==1.3.1
 python-dateutil==2.9.0.post0
 python-json-logger==2.0.7
 python-lsp-jsonrpc==1.1.2
 python-lsp-ruff==2.2.0
-python-lsp-server==1.10.1
+python-lsp-server==1.11.0
 pytoolconfig==1.3.1
 pyyaml==6.0.1
 pyzmq==25.1.2
@@ -168,10 +169,10 @@ requests==2.31.0
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rich==13.7.1
-rope==1.12.0
+rope==1.13.0
 rpds-py==0.18.0
-ruff==0.3.3
-scipy==1.12.0
+ruff==0.3.5
+scipy==1.13.0
 send2trash==1.8.2
 six==1.16.0
 smmap==5.0.1
@@ -194,7 +195,7 @@ sphinxcontrib-htmlhelp==2.0.5
 sphinxcontrib-jsmath==1.0.1
 sphinxcontrib-qthelp==1.0.7
 sphinxcontrib-serializinghtml==1.1.10
-sqlalchemy==2.0.28
+sqlalchemy==2.0.29
 stack-data==0.6.3
 sympy==1.12
 tabulate==0.9.0
@@ -207,11 +208,11 @@ termcolor==2.4.0
 terminado==0.18.1
 tinycss2==1.2.1
 tornado==6.4
-tox==4.14.1
+tox==4.14.2
 tqdm==4.66.2
 traitlets==5.14.2
 types-python-dateutil==2.9.0.20240316
-typing-extensions==4.10.0
+typing-extensions==4.11.0
 ujson==5.9.0
 uri-template==1.3.0
 urllib3==2.2.1
@@ -220,7 +221,7 @@ wcwidth==0.2.13
 webcolors==1.13
 webencodings==0.5.1
 websocket-client==1.7.0
-werkzeug==3.0.1
+werkzeug==3.0.2
 wheel==0.43.0
 widgetsnbextension==4.0.10
 wrapt==1.16.0
diff --git a/.constraints/py3.8.txt b/.constraints/py3.8.txt
index 69877d95..8534b8c1 100644
--- a/.constraints/py3.8.txt
+++ b/.constraints/py3.8.txt
@@ -39,35 +39,35 @@ dm-tree==0.1.8
 docstring-to-markdown==0.15
 docutils==0.17.1
 exceptiongroup==1.2.0
-execnet==2.0.2
+execnet==2.1.0
 executing==2.0.1
 fastjsonschema==2.19.1
-filelock==3.13.1
-flatbuffers==24.3.7
-fonttools==4.50.0
+filelock==3.13.3
+flatbuffers==24.3.25
+fonttools==4.51.0
 fqdn==1.5.1
 gast==0.4.0
 gitdb==4.0.11
-gitpython==3.1.42
-google-auth==2.28.2
+gitpython==3.1.43
+google-auth==2.29.0
 google-auth-oauthlib==0.4.6
 google-pasta==0.2.0
-graphviz==0.20.1
+graphviz==0.20.3
 greenlet==3.0.3
 grpcio==1.62.1
 h11==0.14.0
 h5py==3.10.0
 hepunits==2.3.3
-httpcore==1.0.4
+httpcore==1.0.5
 httpx==0.27.0
 identify==2.5.35
 idna==3.6
 imagesize==1.4.1
 iminuit==2.25.2
-importlib-metadata==7.0.2
-importlib-resources==6.3.1
+importlib-metadata==7.1.0
+importlib-resources==6.4.0
 iniconfig==2.0.0
-ipykernel==6.29.3
+ipykernel==6.29.4
 ipympl==0.9.3
 ipython==8.12.3
 ipython-genutils==0.2.0
@@ -85,7 +85,7 @@ jsonschema-specifications==2023.12.1
 jupyter-cache==0.6.1
 jupyter-client==8.6.1
 jupyter-core==5.7.2
-jupyter-events==0.9.1
+jupyter-events==0.10.0
 jupyter-lsp==2.2.4
 jupyter-server==2.13.0
 jupyter-server-mathjax==0.2.6
@@ -94,14 +94,14 @@ jupyterlab==4.1.5
 jupyterlab-code-formatter==2.2.1
 jupyterlab-git==0.50.0
 jupyterlab-lsp==5.1.0
-jupyterlab-myst==2.3.1
+jupyterlab-myst==2.3.2
 jupyterlab-pygments==0.3.0
 jupyterlab-server==2.25.4
 jupyterlab-widgets==3.0.10
 keras==2.11.0
 kiwisolver==1.4.5
 latexcodec==3.0.0
-libclang==16.0.6
+libclang==18.1.1
 livereload==2.6.3
 llvmlite==0.41.1
 lsprotocol==2023.0.1
@@ -119,9 +119,9 @@ mypy-extensions==1.0.0
 myst-nb==0.17.2
 myst-parser==0.18.1
 nbclient==0.6.8
-nbconvert==7.16.2
+nbconvert==7.16.3
 nbdime==4.0.1
-nbformat==5.10.3
+nbformat==5.10.4
 nbmake==1.5.3
 nest-asyncio==1.6.0
 nodeenv==1.8.0
@@ -133,13 +133,13 @@ opt-einsum==3.3.0
 overrides==7.7.0
 packaging==24.0
 pandocfilters==1.5.1
-parso==0.8.3
+parso==0.8.4
 particle==0.23.1
 pathspec==0.12.1
 pexpect==4.9.0
 phasespace==1.9.0
 pickleshare==0.7.5
-pillow==10.2.0
+pillow==10.3.0
 pkgutil-resolve-name==1.3.10
 platformdirs==4.2.0
 pluggy==1.4.0
@@ -150,24 +150,24 @@ protobuf==3.19.6
 psutil==5.9.8
 ptyprocess==0.7.0
 pure-eval==0.2.2
-pyasn1==0.5.1
-pyasn1-modules==0.3.0
+pyasn1==0.6.0
+pyasn1-modules==0.4.0
 pybtex==0.24.0
 pybtex-docutils==1.0.3
-pycparser==2.21
+pycparser==2.22
 pydata-sphinx-theme==0.14.4
 pygments==2.17.2
 pyparsing==3.1.2
 pyproject-api==1.6.1
 pytest==8.1.1
-pytest-cov==4.1.0
+pytest-cov==5.0.0
 pytest-xdist==3.5.0
 python-constraint==1.3.1
 python-dateutil==2.9.0.post0
 python-json-logger==2.0.7
 python-lsp-jsonrpc==1.1.2
 python-lsp-ruff==2.2.0
-python-lsp-server==1.10.1
+python-lsp-server==1.11.0
 pytoolconfig==1.3.1
 pytz==2024.1
 pyyaml==6.0.1
@@ -175,13 +175,13 @@ pyzmq==25.1.2
 qrules==0.10.1
 referencing==0.34.0
 requests==2.31.0
-requests-oauthlib==1.4.0
+requests-oauthlib==2.0.0
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
-rope==1.12.0
+rope==1.13.0
 rpds-py==0.18.0
 rsa==4.9
-ruff==0.3.3
+ruff==0.3.5
 scipy==1.10.1
 send2trash==1.8.2
 six==1.16.0
@@ -205,7 +205,7 @@ sphinxcontrib-htmlhelp==2.0.1
 sphinxcontrib-jsmath==1.0.1
 sphinxcontrib-qthelp==1.0.3
 sphinxcontrib-serializinghtml==1.1.5
-sqlalchemy==2.0.28
+sqlalchemy==2.0.29
 stack-data==0.6.3
 sympy==1.12
 tabulate==0.9.0
@@ -222,11 +222,11 @@ terminado==0.18.1
 tinycss2==1.2.1
 tomli==2.0.1
 tornado==6.4
-tox==4.14.1
+tox==4.14.2
 tqdm==4.66.2
 traitlets==5.14.2
 types-python-dateutil==2.9.0.20240316
-typing-extensions==4.10.0
+typing-extensions==4.11.0
 ujson==5.9.0
 uri-template==1.3.0
 urllib3==2.2.1
@@ -235,7 +235,7 @@ wcwidth==0.2.13
 webcolors==1.13
 webencodings==0.5.1
 websocket-client==1.7.0
-werkzeug==3.0.1
+werkzeug==3.0.2
 wheel==0.43.0
 widgetsnbextension==4.0.10
 wrapt==1.16.0
diff --git a/.constraints/py3.9.txt b/.constraints/py3.9.txt
index eac69bba..7bdfbfbb 100644
--- a/.constraints/py3.9.txt
+++ b/.constraints/py3.9.txt
@@ -27,7 +27,7 @@ click==8.1.7
 cloudpickle==3.0.0
 colorama==0.4.6
 comm==0.2.2
-contourpy==1.2.0
+contourpy==1.2.1
 coverage==7.4.4
 cycler==0.12.1
 debugpy==1.8.1
@@ -38,41 +38,41 @@ dm-tree==0.1.8
 docstring-to-markdown==0.15
 docutils==0.20.1
 exceptiongroup==1.2.0
-execnet==2.0.2
+execnet==2.1.0
 executing==2.0.1
 fastjsonschema==2.19.1
-filelock==3.13.1
-flatbuffers==24.3.7
-fonttools==4.50.0
+filelock==3.13.3
+flatbuffers==24.3.25
+fonttools==4.51.0
 fqdn==1.5.1
 gast==0.5.4
 gitdb==4.0.11
-gitpython==3.1.42
+gitpython==3.1.43
 google-pasta==0.2.0
-graphviz==0.20.1
+graphviz==0.20.3
 greenlet==3.0.3
 grpcio==1.62.1
 h11==0.14.0
 h5py==3.10.0
 hepunits==2.3.3
-httpcore==1.0.4
+httpcore==1.0.5
 httpx==0.27.0
 identify==2.5.35
 idna==3.6
 imagesize==1.4.1
 iminuit==2.25.2
-importlib-metadata==7.0.2
-importlib-resources==6.3.1
+importlib-metadata==7.1.0
+importlib-resources==6.4.0
 iniconfig==2.0.0
-ipykernel==6.29.3
+ipykernel==6.29.4
 ipympl==0.9.3
 ipython==8.18.1
 ipython-genutils==0.2.0
 ipywidgets==8.1.2
 isoduration==20.11.0
 isort==5.13.2
-jax==0.4.25
-jaxlib==0.4.25
+jax==0.4.26
+jaxlib==0.4.26
 jedi==0.19.1
 jinja2==3.1.3
 json5==0.9.24
@@ -82,7 +82,7 @@ jsonschema-specifications==2023.12.1
 jupyter-cache==1.0.0
 jupyter-client==8.6.1
 jupyter-core==5.7.2
-jupyter-events==0.9.1
+jupyter-events==0.10.0
 jupyter-lsp==2.2.4
 jupyter-server==2.13.0
 jupyter-server-mathjax==0.2.6
@@ -91,21 +91,21 @@ jupyterlab==4.1.5
 jupyterlab-code-formatter==2.2.1
 jupyterlab-git==0.50.0
 jupyterlab-lsp==5.1.0
-jupyterlab-myst==2.3.1
+jupyterlab-myst==2.3.2
 jupyterlab-pygments==0.3.0
 jupyterlab-server==2.25.4
 jupyterlab-widgets==3.0.10
-keras==3.0.5
+keras==3.1.1
 kiwisolver==1.4.5
 latexcodec==3.0.0
-libclang==16.0.6
+libclang==18.1.1
 livereload==2.6.3
 llvmlite==0.42.0
 lsprotocol==2023.0.1
 markdown==3.6
 markdown-it-py==3.0.0
 markupsafe==2.1.5
-matplotlib==3.8.3
+matplotlib==3.8.4
 matplotlib-inline==0.1.6
 mdit-py-plugins==0.4.0
 mdurl==0.1.2
@@ -117,28 +117,29 @@ myst-nb==1.0.0
 myst-parser==2.0.0
 namex==0.0.7
 nbclient==0.6.8
-nbconvert==7.16.2
+nbconvert==7.16.3
 nbdime==4.0.1
-nbformat==5.10.3
+nbformat==5.10.4
 nbmake==1.5.3
 nest-asyncio==1.6.0
 nodeenv==1.8.0
 notebook-shim==0.2.4
-numba==0.59.0
+numba==0.59.1
 numpy==1.26.4
 opt-einsum==3.3.0
+optree==0.11.0
 overrides==7.7.0
 packaging==24.0
 pandocfilters==1.5.1
-parso==0.8.3
+parso==0.8.4
 particle==0.23.1
 pathspec==0.12.1
 pexpect==4.9.0
 phasespace==1.9.0
-pillow==10.2.0
+pillow==10.3.0
 platformdirs==4.2.0
 pluggy==1.4.0
-pre-commit==3.6.2
+pre-commit==3.7.0
 prometheus-client==0.20.0
 prompt-toolkit==3.0.43
 protobuf==4.25.3
@@ -147,20 +148,20 @@ ptyprocess==0.7.0
 pure-eval==0.2.2
 pybtex==0.24.0
 pybtex-docutils==1.0.3
-pycparser==2.21
+pycparser==2.22
 pydata-sphinx-theme==0.15.2
 pygments==2.17.2
 pyparsing==3.1.2
 pyproject-api==1.6.1
 pytest==8.1.1
-pytest-cov==4.1.0
+pytest-cov==5.0.0
 pytest-xdist==3.5.0
 python-constraint==1.3.1
 python-dateutil==2.9.0.post0
 python-json-logger==2.0.7
 python-lsp-jsonrpc==1.1.2
 python-lsp-ruff==2.2.0
-python-lsp-server==1.10.1
+python-lsp-server==1.11.0
 pytoolconfig==1.3.1
 pyyaml==6.0.1
 pyzmq==25.1.2
@@ -170,10 +171,10 @@ requests==2.31.0
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rich==13.7.1
-rope==1.12.0
+rope==1.13.0
 rpds-py==0.18.0
-ruff==0.3.3
-scipy==1.12.0
+ruff==0.3.5
+scipy==1.13.0
 send2trash==1.8.2
 six==1.16.0
 smmap==5.0.1
@@ -196,7 +197,7 @@ sphinxcontrib-htmlhelp==2.0.5
 sphinxcontrib-jsmath==1.0.1
 sphinxcontrib-qthelp==1.0.7
 sphinxcontrib-serializinghtml==1.1.10
-sqlalchemy==2.0.28
+sqlalchemy==2.0.29
 stack-data==0.6.3
 sympy==1.12
 tabulate==0.9.0
@@ -211,11 +212,11 @@ terminado==0.18.1
 tinycss2==1.2.1
 tomli==2.0.1
 tornado==6.4
-tox==4.14.1
+tox==4.14.2
 tqdm==4.66.2
 traitlets==5.14.2
 types-python-dateutil==2.9.0.20240316
-typing-extensions==4.10.0
+typing-extensions==4.11.0
 ujson==5.9.0
 uri-template==1.3.0
 urllib3==2.2.1
@@ -224,7 +225,7 @@ wcwidth==0.2.13
 webcolors==1.13
 webencodings==0.5.1
 websocket-client==1.7.0
-werkzeug==3.0.1
+werkzeug==3.0.2
 wheel==0.43.0
 widgetsnbextension==4.0.10
 wrapt==1.16.0
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index a7e7ba9b..2dee43d6 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -38,7 +38,7 @@ repos:
             metadata.vscode
 
   - repo: https://github.com/ComPWA/policy
-    rev: 0.3.3
+    rev: 0.3.4
     hooks:
       - id: check-dev-files
         args:
@@ -50,7 +50,7 @@ repos:
       - id: colab-toc-visible
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.3.3
+    rev: v0.3.5
     hooks:
       - id: ruff
         args: [--fix]
@@ -91,7 +91,7 @@ repos:
           - --in-place
 
   - repo: https://github.com/streetsidesoftware/cspell-cli
-    rev: v8.6.0
+    rev: v8.6.1
     hooks:
       - id: cspell
 
@@ -107,6 +107,6 @@ repos:
           )$
 
   - repo: https://github.com/ComPWA/mirrors-pyright
-    rev: v1.1.354
+    rev: v1.1.357
     hooks:
       - id: pyright
diff --git a/.vscode/settings.json b/.vscode/settings.json
index fa397260..8d4db841 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -54,8 +54,5 @@
   "ruff.enable": true,
   "ruff.importStrategy": "fromEnvironment",
   "ruff.organizeImports": true,
-  "telemetry.telemetryLevel": "off",
-  "yaml.schemas": {
-    "https://json.schemastore.org/github-workflow.json": ".github/workflows/requirements.yml"
-  }
+  "telemetry.telemetryLevel": "off"
 }