diff --git a/.constraints/py3.10.txt b/.constraints/py3.10.txt
index dd360ae4..1fe17eb7 100644
--- a/.constraints/py3.10.txt
+++ b/.constraints/py3.10.txt
@@ -1,14 +1,10 @@
-#
-# This file is autogenerated by pip-compile with Python 3.10
-# by the following command:
-#
-#    pip-compile --extra=dev --no-annotate --output-file=.constraints/py3.10.txt --strip-extras --unsafe-package=pip --unsafe-package=setuptools --unsafe-package=tensorwaves
-#
+# This file was autogenerated by uv via the following command:
+#    uv pip compile pyproject.toml -o .constraints/py3.10.txt --all-extras --no-annotate --python-version=3.10 --no-emit-package setuptools
 absl-py==2.1.0
 accessible-pygments==0.0.4
 alabaster==0.7.16
-ampform==0.14.10
-anyio==4.2.0
+ampform==0.14.11
+anyio==4.3.0
 argon2-cffi==23.1.0
 argon2-cffi-bindings==21.2.0
 arrow==1.3.0
@@ -18,9 +14,9 @@ async-lru==2.0.4
 attrs==23.2.0
 babel==2.14.0
 beautifulsoup4==4.12.3
-black==24.1.1
+black==24.2.0
 bleach==6.1.0
-cachetools==5.3.2
+cachetools==5.3.3
 cattrs==23.2.3
 certifi==2024.2.2
 cffi==1.16.0
@@ -32,14 +28,14 @@ cloudpickle==3.0.0
 colorama==0.4.6
 comm==0.2.1
 contourpy==1.2.0
-coverage==7.4.1
+coverage==7.4.3
 cycler==0.12.1
 debugpy==1.8.1
 decorator==5.1.1
 defusedxml==0.7.1
 distlib==0.3.8
 dm-tree==0.1.8
-docstring-to-markdown==0.13
+docstring-to-markdown==0.15
 docutils==0.20.1
 exceptiongroup==1.2.0
 execnet==2.0.2
@@ -47,37 +43,40 @@ executing==2.0.1
 fastjsonschema==2.19.1
 filelock==3.13.1
 flatbuffers==23.5.26
-fonttools==4.48.1
+fonttools==4.49.0
 fqdn==1.5.1
 gast==0.5.4
 gitdb==4.0.11
-gitpython==3.1.41
-google-auth==2.27.0
+gitpython==3.1.42
+google-auth==2.28.1
 google-auth-oauthlib==1.2.0
 google-pasta==0.2.0
 graphviz==0.20.1
 greenlet==3.0.3
-grpcio==1.60.1
+grpcio==1.62.0
+h11==0.14.0
 h5py==3.10.0
 hepunits==2.3.3
-identify==2.5.34
+httpcore==1.0.4
+httpx==0.27.0
+identify==2.5.35
 idna==3.6
 imagesize==1.4.1
 iminuit==2.25.2
 importlib-metadata==7.0.1
 iniconfig==2.0.0
-ipykernel==6.29.2
+ipykernel==6.29.3
 ipympl==0.9.3
-ipython==8.21.0
+ipython==8.22.2
 ipython-genutils==0.2.0
 ipywidgets==8.1.2
 isoduration==20.11.0
 isort==5.13.2
-jax==0.4.24
-jaxlib==0.4.24
+jax==0.4.25
+jaxlib==0.4.25
 jedi==0.19.1
 jinja2==3.1.3
-json5==0.9.14
+json5==0.9.20
 jsonpointer==2.4
 jsonschema==4.21.1
 jsonschema-specifications==2023.12.1
@@ -87,17 +86,17 @@ jupyter-client==8.6.0
 jupyter-console==6.6.3
 jupyter-core==5.7.1
 jupyter-events==0.9.0
-jupyter-lsp==2.2.2
-jupyter-server==2.12.5
+jupyter-lsp==2.2.4
+jupyter-server==2.13.0
 jupyter-server-mathjax==0.2.6
 jupyter-server-terminals==0.5.2
-jupyterlab==4.0.12
+jupyterlab==4.1.3
 jupyterlab-code-formatter==2.2.1
 jupyterlab-git==0.50.0
-jupyterlab-lsp==5.0.3
-jupyterlab-myst==2.1.0
+jupyterlab-lsp==5.1.0
+jupyterlab-myst==2.3.1
 jupyterlab-pygments==0.3.0
-jupyterlab-server==2.25.2
+jupyterlab-server==2.25.3
 jupyterlab-widgets==3.0.10
 keras==2.15.0
 kiwisolver==1.4.5
@@ -108,7 +107,7 @@ lsprotocol==2023.0.1
 markdown==3.5.2
 markdown-it-py==3.0.0
 markupsafe==2.1.5
-matplotlib==3.8.2
+matplotlib==3.8.3
 matplotlib-inline==0.1.6
 mdit-py-plugins==0.4.0
 mdurl==0.1.2
@@ -119,22 +118,22 @@ mypy==1.8.0
 mypy-extensions==1.0.0
 myst-nb==1.0.0
 myst-parser==2.0.0
-nbclient==0.6.8
-nbconvert==7.16.0
+nbclient==0.9.0
+nbconvert==7.16.2
 nbdime==4.0.1
 nbformat==5.9.2
-nbmake==1.5.0
+nbmake==1.1
 nest-asyncio==1.6.0
 nodeenv==1.8.0
-notebook==7.0.8
-notebook-shim==0.2.3
+notebook==7.1.1
+notebook-shim==0.2.4
 numba==0.59.0
 numpy==1.26.4
 oauthlib==3.2.2
 opt-einsum==3.3.0
 overrides==7.7.0
 packaging==23.2
-pandas==2.2.0
+pandas==2.2.1
 pandocfilters==1.5.1
 parso==0.8.3
 particle==0.23.1
@@ -144,38 +143,40 @@ phasespace==1.9.0
 pillow==10.2.0
 platformdirs==4.2.0
 pluggy==1.4.0
-pre-commit==3.6.1
-prometheus-client==0.19.0
+pre-commit==3.6.2
+prometheus-client==0.20.0
 prompt-toolkit==3.0.43
-protobuf==4.25.2
+protobuf==4.25.3
 psutil==5.9.8
 ptyprocess==0.7.0
 pure-eval==0.2.2
+py==1.11.0
 py-cpuinfo==9.0.0
 pyarrow==15.0.0
 pyasn1==0.5.1
 pyasn1-modules==0.3.0
 pycparser==2.21
+pydantic==1.10.14
 pydata-sphinx-theme==0.15.2
 pygments==2.17.2
-pyparsing==3.1.1
+pyparsing==3.1.2
 pyproject-api==1.6.1
-pytest==8.0.0
+pytest==6.2.5
 pytest-benchmark==4.0.0
 pytest-cov==4.1.0
 pytest-mock==3.12.0
 pytest-xdist==3.5.0
-python-constraint==1.4.0
-python-dateutil==2.8.2
+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==2.1.0
+python-lsp-ruff==2.2.0
 python-lsp-server==1.10.0
 pytoolconfig==1.3.1
 pytz==2024.1
 pyyaml==6.0.1
 pyzmq==25.1.2
-qrules==0.9.8
+qrules==0.10.1
 qtconsole==5.5.1
 qtpy==2.4.1
 referencing==0.33.0
@@ -184,20 +185,20 @@ requests-oauthlib==1.3.1
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rope==1.12.0
-rpds-py==0.17.1
+rpds-py==0.18.0
 rsa==4.9
-ruff==0.2.1
+ruff==0.3.0
 scipy==1.12.0
 send2trash==1.8.2
 six==1.16.0
 smmap==5.0.1
-sniffio==1.3.0
+sniffio==1.3.1
 snowballstemmer==2.2.0
 soupsieve==2.5
 sphinx==7.2.6
 sphinx-api-relink==0.0.8
 sphinx-autobuild==2024.2.4
-sphinx-book-theme==1.1.0
+sphinx-book-theme==1.1.2
 sphinx-codeautolink==0.15.0
 sphinx-comments==0.0.3
 sphinx-copybutton==0.5.2
@@ -211,7 +212,7 @@ sphinxcontrib-jsmath==1.0.1
 sphinxcontrib-qthelp==1.0.7
 sphinxcontrib-serializinghtml==1.1.10
 sphobjinv==2.3.1
-sqlalchemy==2.0.26
+sqlalchemy==2.0.28
 stack-data==0.6.3
 sympy==1.12
 tabulate==0.9.0
@@ -224,23 +225,24 @@ tensorflow-probability==0.23.0
 termcolor==2.4.0
 terminado==0.18.0
 tinycss2==1.2.1
+toml==0.10.2
 tomli==2.0.1
 tornado==6.4
-tox==4.12.1
+tox==4.14.0
 tqdm==4.66.2
 traitlets==5.14.1
-types-protobuf==4.24.0.20240129
+types-protobuf==4.24.0.20240302
 types-python-dateutil==2.8.19.20240106
 types-pyyaml==6.0.12.12
-types-requests==2.31.0.20240125
-types-tensorflow==2.15.0.20240206
+types-requests==2.31.0.20240218
+types-tensorflow==2.15.0.20240303
 types-tqdm==4.66.0.20240106
-typing-extensions==4.9.0
+typing-extensions==4.10.0
 tzdata==2024.1
 ujson==5.9.0
 uri-template==1.3.0
-urllib3==2.2.0
-virtualenv==20.25.0
+urllib3==2.2.1
+virtualenv==20.25.1
 wcwidth==0.2.13
 webcolors==1.13
 webencodings==0.5.1
@@ -251,6 +253,5 @@ widgetsnbextension==4.0.10
 wrapt==1.14.1
 zipp==3.17.0
 
-# The following packages are considered to be unsafe in a requirements file:
+# The following packages were excluded from the output:
 # setuptools
-# tensorwaves
diff --git a/.constraints/py3.11.txt b/.constraints/py3.11.txt
index 6b4c86bc..2d559e57 100644
--- a/.constraints/py3.11.txt
+++ b/.constraints/py3.11.txt
@@ -1,14 +1,10 @@
-#
-# This file is autogenerated by pip-compile with Python 3.11
-# by the following command:
-#
-#    pip-compile --extra=dev --no-annotate --output-file=.constraints/py3.11.txt --strip-extras --unsafe-package=pip --unsafe-package=setuptools --unsafe-package=tensorwaves
-#
+# This file was autogenerated by uv via the following command:
+#    uv pip compile pyproject.toml -o .constraints/py3.11.txt --all-extras --no-annotate --python-version=3.11 --no-emit-package setuptools
 absl-py==2.1.0
 accessible-pygments==0.0.4
 alabaster==0.7.16
-ampform==0.14.10
-anyio==4.2.0
+ampform==0.14.11
+anyio==4.3.0
 argon2-cffi==23.1.0
 argon2-cffi-bindings==21.2.0
 arrow==1.3.0
@@ -18,9 +14,9 @@ async-lru==2.0.4
 attrs==23.2.0
 babel==2.14.0
 beautifulsoup4==4.12.3
-black==24.1.1
+black==24.2.0
 bleach==6.1.0
-cachetools==5.3.2
+cachetools==5.3.3
 cattrs==23.2.3
 certifi==2024.2.2
 cffi==1.16.0
@@ -32,51 +28,54 @@ cloudpickle==3.0.0
 colorama==0.4.6
 comm==0.2.1
 contourpy==1.2.0
-coverage==7.4.1
+coverage==7.4.3
 cycler==0.12.1
 debugpy==1.8.1
 decorator==5.1.1
 defusedxml==0.7.1
 distlib==0.3.8
 dm-tree==0.1.8
-docstring-to-markdown==0.13
+docstring-to-markdown==0.15
 docutils==0.20.1
 execnet==2.0.2
 executing==2.0.1
 fastjsonschema==2.19.1
 filelock==3.13.1
 flatbuffers==23.5.26
-fonttools==4.48.1
+fonttools==4.49.0
 fqdn==1.5.1
 gast==0.5.4
 gitdb==4.0.11
-gitpython==3.1.41
-google-auth==2.27.0
+gitpython==3.1.42
+google-auth==2.28.1
 google-auth-oauthlib==1.2.0
 google-pasta==0.2.0
 graphviz==0.20.1
 greenlet==3.0.3
-grpcio==1.60.1
+grpcio==1.62.0
+h11==0.14.0
 h5py==3.10.0
 hepunits==2.3.3
-identify==2.5.34
+httpcore==1.0.4
+httpx==0.27.0
+identify==2.5.35
 idna==3.6
 imagesize==1.4.1
 iminuit==2.25.2
 importlib-metadata==7.0.1
 iniconfig==2.0.0
-ipykernel==6.29.2
+ipykernel==6.29.3
 ipympl==0.9.3
-ipython==8.21.0
+ipython==8.22.2
 ipython-genutils==0.2.0
 ipywidgets==8.1.2
 isoduration==20.11.0
 isort==5.13.2
-jax==0.4.24
-jaxlib==0.4.24
+jax==0.4.25
+jaxlib==0.4.25
 jedi==0.19.1
 jinja2==3.1.3
-json5==0.9.14
+json5==0.9.20
 jsonpointer==2.4
 jsonschema==4.21.1
 jsonschema-specifications==2023.12.1
@@ -86,17 +85,17 @@ jupyter-client==8.6.0
 jupyter-console==6.6.3
 jupyter-core==5.7.1
 jupyter-events==0.9.0
-jupyter-lsp==2.2.2
-jupyter-server==2.12.5
+jupyter-lsp==2.2.4
+jupyter-server==2.13.0
 jupyter-server-mathjax==0.2.6
 jupyter-server-terminals==0.5.2
-jupyterlab==4.0.12
+jupyterlab==4.1.3
 jupyterlab-code-formatter==2.2.1
 jupyterlab-git==0.50.0
-jupyterlab-lsp==5.0.3
-jupyterlab-myst==2.1.0
+jupyterlab-lsp==5.1.0
+jupyterlab-myst==2.3.1
 jupyterlab-pygments==0.3.0
-jupyterlab-server==2.25.2
+jupyterlab-server==2.25.3
 jupyterlab-widgets==3.0.10
 keras==2.15.0
 kiwisolver==1.4.5
@@ -107,7 +106,7 @@ lsprotocol==2023.0.1
 markdown==3.5.2
 markdown-it-py==3.0.0
 markupsafe==2.1.5
-matplotlib==3.8.2
+matplotlib==3.8.3
 matplotlib-inline==0.1.6
 mdit-py-plugins==0.4.0
 mdurl==0.1.2
@@ -118,22 +117,22 @@ mypy==1.8.0
 mypy-extensions==1.0.0
 myst-nb==1.0.0
 myst-parser==2.0.0
-nbclient==0.6.8
-nbconvert==7.16.0
+nbclient==0.9.0
+nbconvert==7.16.2
 nbdime==4.0.1
 nbformat==5.9.2
-nbmake==1.5.0
+nbmake==1.1
 nest-asyncio==1.6.0
 nodeenv==1.8.0
-notebook==7.0.8
-notebook-shim==0.2.3
+notebook==7.1.1
+notebook-shim==0.2.4
 numba==0.59.0
 numpy==1.26.4
 oauthlib==3.2.2
 opt-einsum==3.3.0
 overrides==7.7.0
 packaging==23.2
-pandas==2.2.0
+pandas==2.2.1
 pandocfilters==1.5.1
 parso==0.8.3
 particle==0.23.1
@@ -143,38 +142,40 @@ phasespace==1.9.0
 pillow==10.2.0
 platformdirs==4.2.0
 pluggy==1.4.0
-pre-commit==3.6.1
-prometheus-client==0.19.0
+pre-commit==3.6.2
+prometheus-client==0.20.0
 prompt-toolkit==3.0.43
-protobuf==4.25.2
+protobuf==4.25.3
 psutil==5.9.8
 ptyprocess==0.7.0
 pure-eval==0.2.2
+py==1.11.0
 py-cpuinfo==9.0.0
 pyarrow==15.0.0
 pyasn1==0.5.1
 pyasn1-modules==0.3.0
 pycparser==2.21
+pydantic==1.10.14
 pydata-sphinx-theme==0.15.2
 pygments==2.17.2
-pyparsing==3.1.1
+pyparsing==3.1.2
 pyproject-api==1.6.1
-pytest==8.0.0
+pytest==6.2.5
 pytest-benchmark==4.0.0
 pytest-cov==4.1.0
 pytest-mock==3.12.0
 pytest-xdist==3.5.0
-python-constraint==1.4.0
-python-dateutil==2.8.2
+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==2.1.0
+python-lsp-ruff==2.2.0
 python-lsp-server==1.10.0
 pytoolconfig==1.3.1
 pytz==2024.1
 pyyaml==6.0.1
 pyzmq==25.1.2
-qrules==0.9.8
+qrules==0.10.1
 qtconsole==5.5.1
 qtpy==2.4.1
 referencing==0.33.0
@@ -183,20 +184,20 @@ requests-oauthlib==1.3.1
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rope==1.12.0
-rpds-py==0.17.1
+rpds-py==0.18.0
 rsa==4.9
-ruff==0.2.1
+ruff==0.3.0
 scipy==1.12.0
 send2trash==1.8.2
 six==1.16.0
 smmap==5.0.1
-sniffio==1.3.0
+sniffio==1.3.1
 snowballstemmer==2.2.0
 soupsieve==2.5
 sphinx==7.2.6
 sphinx-api-relink==0.0.8
 sphinx-autobuild==2024.2.4
-sphinx-book-theme==1.1.0
+sphinx-book-theme==1.1.2
 sphinx-codeautolink==0.15.0
 sphinx-comments==0.0.3
 sphinx-copybutton==0.5.2
@@ -210,7 +211,7 @@ sphinxcontrib-jsmath==1.0.1
 sphinxcontrib-qthelp==1.0.7
 sphinxcontrib-serializinghtml==1.1.10
 sphobjinv==2.3.1
-sqlalchemy==2.0.26
+sqlalchemy==2.0.28
 stack-data==0.6.3
 sympy==1.12
 tabulate==0.9.0
@@ -223,22 +224,23 @@ tensorflow-probability==0.23.0
 termcolor==2.4.0
 terminado==0.18.0
 tinycss2==1.2.1
+toml==0.10.2
 tornado==6.4
-tox==4.12.1
+tox==4.14.0
 tqdm==4.66.2
 traitlets==5.14.1
-types-protobuf==4.24.0.20240129
+types-protobuf==4.24.0.20240302
 types-python-dateutil==2.8.19.20240106
 types-pyyaml==6.0.12.12
-types-requests==2.31.0.20240125
-types-tensorflow==2.15.0.20240206
+types-requests==2.31.0.20240218
+types-tensorflow==2.15.0.20240303
 types-tqdm==4.66.0.20240106
-typing-extensions==4.9.0
+typing-extensions==4.10.0
 tzdata==2024.1
 ujson==5.9.0
 uri-template==1.3.0
-urllib3==2.2.0
-virtualenv==20.25.0
+urllib3==2.2.1
+virtualenv==20.25.1
 wcwidth==0.2.13
 webcolors==1.13
 webencodings==0.5.1
@@ -249,6 +251,5 @@ widgetsnbextension==4.0.10
 wrapt==1.14.1
 zipp==3.17.0
 
-# The following packages are considered to be unsafe in a requirements file:
+# The following packages were excluded from the output:
 # setuptools
-# tensorwaves
diff --git a/.constraints/py3.8.txt b/.constraints/py3.8.txt
index bdc179e5..66c15b7e 100644
--- a/.constraints/py3.8.txt
+++ b/.constraints/py3.8.txt
@@ -1,14 +1,10 @@
-#
-# This file is autogenerated by pip-compile with Python 3.8
-# by the following command:
-#
-#    pip-compile --extra=dev --no-annotate --output-file=.constraints/py3.8.txt --strip-extras --unsafe-package=pip --unsafe-package=setuptools --unsafe-package=tensorwaves
-#
+# This file was autogenerated by uv via the following command:
+#    uv pip compile pyproject.toml -o .constraints/py3.8.txt --all-extras --no-annotate --python-version=3.8 --no-emit-package setuptools
 absl-py==2.1.0
 accessible-pygments==0.0.4
 alabaster==0.7.13
-ampform==0.14.10
-anyio==4.2.0
+ampform==0.14.11
+anyio==4.3.0
 argon2-cffi==23.1.0
 argon2-cffi-bindings==21.2.0
 arrow==1.3.0
@@ -19,9 +15,9 @@ attrs==23.2.0
 babel==2.14.0
 backcall==0.2.0
 beautifulsoup4==4.12.3
-black==24.1.1
+black==24.2.0
 bleach==6.1.0
-cachetools==5.3.2
+cachetools==5.3.3
 cattrs==23.2.3
 certifi==2024.2.2
 cffi==1.16.0
@@ -33,14 +29,14 @@ cloudpickle==3.0.0
 colorama==0.4.6
 comm==0.2.1
 contourpy==1.1.1
-coverage==7.4.1
+coverage==7.4.3
 cycler==0.12.1
 debugpy==1.8.1
 decorator==5.1.1
 defusedxml==0.7.1
 distlib==0.3.8
 dm-tree==0.1.8
-docstring-to-markdown==0.13
+docstring-to-markdown==0.15
 docutils==0.19
 exceptiongroup==1.2.0
 execnet==2.0.2
@@ -48,27 +44,30 @@ executing==2.0.1
 fastjsonschema==2.19.1
 filelock==3.13.1
 flatbuffers==23.5.26
-fonttools==4.48.1
+fonttools==4.49.0
 fqdn==1.5.1
 gast==0.4.0
 gitdb==4.0.11
-gitpython==3.1.41
-google-auth==2.27.0
+gitpython==3.1.42
+google-auth==2.28.1
 google-auth-oauthlib==0.4.6
 google-pasta==0.2.0
 graphviz==0.20.1
 greenlet==3.0.3
-grpcio==1.60.1
+grpcio==1.62.0
+h11==0.14.0
 h5py==3.10.0
 hepunits==2.3.3
-identify==2.5.34
+httpcore==1.0.4
+httpx==0.27.0
+identify==2.5.35
 idna==3.6
 imagesize==1.4.1
 iminuit==2.25.2
 importlib-metadata==7.0.1
-importlib-resources==6.1.1
+importlib-resources==6.1.2
 iniconfig==2.0.0
-ipykernel==6.29.2
+ipykernel==6.29.3
 ipympl==0.9.3
 ipython==8.12.3
 ipython-genutils==0.2.0
@@ -79,7 +78,7 @@ jax==0.4.13
 jaxlib==0.4.13
 jedi==0.19.1
 jinja2==3.1.3
-json5==0.9.14
+json5==0.9.20
 jsonpointer==2.4
 jsonschema==4.21.1
 jsonschema-specifications==2023.12.1
@@ -89,17 +88,17 @@ jupyter-client==8.6.0
 jupyter-console==6.6.3
 jupyter-core==5.7.1
 jupyter-events==0.9.0
-jupyter-lsp==2.2.2
-jupyter-server==2.12.5
+jupyter-lsp==2.2.4
+jupyter-server==2.13.0
 jupyter-server-mathjax==0.2.6
 jupyter-server-terminals==0.5.2
-jupyterlab==4.0.12
+jupyterlab==4.1.3
 jupyterlab-code-formatter==2.2.1
 jupyterlab-git==0.50.0
-jupyterlab-lsp==5.0.3
-jupyterlab-myst==2.1.0
+jupyterlab-lsp==5.1.0
+jupyterlab-myst==2.3.1
 jupyterlab-pygments==0.3.0
-jupyterlab-server==2.25.2
+jupyterlab-server==2.25.3
 jupyterlab-widgets==3.0.10
 keras==2.11.0
 kiwisolver==1.4.5
@@ -110,7 +109,7 @@ lsprotocol==2023.0.1
 markdown==3.5.2
 markdown-it-py==2.2.0
 markupsafe==2.1.5
-matplotlib==3.7.4
+matplotlib==3.7.5
 matplotlib-inline==0.1.6
 mdit-py-plugins==0.3.5
 mdurl==0.1.2
@@ -121,15 +120,15 @@ mypy==1.8.0
 mypy-extensions==1.0.0
 myst-nb==0.17.2
 myst-parser==0.18.1
-nbclient==0.6.8
-nbconvert==7.16.0
+nbclient==0.7.4
+nbconvert==7.16.2
 nbdime==4.0.1
 nbformat==5.9.2
-nbmake==1.5.0
+nbmake==1.1
 nest-asyncio==1.6.0
 nodeenv==1.8.0
-notebook==7.0.8
-notebook-shim==0.2.3
+notebook==7.1.1
+notebook-shim==0.2.4
 numba==0.58.1
 numpy==1.24.4
 oauthlib==3.2.2
@@ -149,37 +148,39 @@ pkgutil-resolve-name==1.3.10
 platformdirs==4.2.0
 pluggy==1.4.0
 pre-commit==3.5.0
-prometheus-client==0.19.0
+prometheus-client==0.20.0
 prompt-toolkit==3.0.43
 protobuf==3.19.6
 psutil==5.9.8
 ptyprocess==0.7.0
 pure-eval==0.2.2
+py==1.11.0
 py-cpuinfo==9.0.0
 pyarrow==15.0.0
 pyasn1==0.5.1
 pyasn1-modules==0.3.0
 pycparser==2.21
+pydantic==1.10.14
 pydata-sphinx-theme==0.14.4
 pygments==2.17.2
-pyparsing==3.1.1
+pyparsing==3.1.2
 pyproject-api==1.6.1
-pytest==8.0.0
+pytest==6.2.5
 pytest-benchmark==4.0.0
 pytest-cov==4.1.0
 pytest-mock==3.12.0
 pytest-xdist==3.5.0
-python-constraint==1.4.0
-python-dateutil==2.8.2
+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==2.1.0
+python-lsp-ruff==2.2.0
 python-lsp-server==1.10.0
 pytoolconfig==1.3.1
 pytz==2024.1
 pyyaml==6.0.1
 pyzmq==25.1.2
-qrules==0.9.8
+qrules==0.10.1
 qtconsole==5.5.1
 qtpy==2.4.1
 referencing==0.33.0
@@ -188,14 +189,14 @@ requests-oauthlib==1.3.1
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rope==1.12.0
-rpds-py==0.17.1
+rpds-py==0.18.0
 rsa==4.9
-ruff==0.2.1
+ruff==0.3.0
 scipy==1.10.1
 send2trash==1.8.2
 six==1.16.0
 smmap==5.0.1
-sniffio==1.3.0
+sniffio==1.3.1
 snowballstemmer==2.2.0
 soupsieve==2.5
 sphinx==5.3.0
@@ -215,7 +216,7 @@ sphinxcontrib-jsmath==1.0.1
 sphinxcontrib-qthelp==1.0.3
 sphinxcontrib-serializinghtml==1.1.5
 sphobjinv==2.3.1
-sqlalchemy==2.0.26
+sqlalchemy==2.0.28
 stack-data==0.6.3
 sympy==1.12
 tabulate==0.9.0
@@ -229,23 +230,24 @@ tensorflow-probability==0.20.1
 termcolor==2.4.0
 terminado==0.18.0
 tinycss2==1.2.1
+toml==0.10.2
 tomli==2.0.1
 tornado==6.4
-tox==4.12.1
+tox==4.14.0
 tqdm==4.66.2
 traitlets==5.14.1
-types-protobuf==4.24.0.20240129
+types-protobuf==4.24.0.20240302
 types-python-dateutil==2.8.19.20240106
 types-pyyaml==6.0.12.12
-types-requests==2.31.0.20240125
-types-tensorflow==2.15.0.20240206
+types-requests==2.31.0.20240218
+types-tensorflow==2.15.0.20240303
 types-tqdm==4.66.0.20240106
-typing-extensions==4.9.0
+typing-extensions==4.10.0
 tzdata==2024.1
 ujson==5.9.0
 uri-template==1.3.0
-urllib3==2.2.0
-virtualenv==20.25.0
+urllib3==2.2.1
+virtualenv==20.25.1
 wcwidth==0.2.13
 webcolors==1.13
 webencodings==0.5.1
@@ -256,6 +258,5 @@ widgetsnbextension==4.0.10
 wrapt==1.16.0
 zipp==3.17.0
 
-# The following packages are considered to be unsafe in a requirements file:
+# The following packages were excluded from the output:
 # setuptools
-# tensorwaves
diff --git a/.constraints/py3.9.txt b/.constraints/py3.9.txt
index 59f2a779..ccb969c1 100644
--- a/.constraints/py3.9.txt
+++ b/.constraints/py3.9.txt
@@ -1,14 +1,10 @@
-#
-# This file is autogenerated by pip-compile with Python 3.9
-# by the following command:
-#
-#    pip-compile --extra=dev --no-annotate --output-file=.constraints/py3.9.txt --strip-extras --unsafe-package=pip --unsafe-package=setuptools --unsafe-package=tensorwaves
-#
+# This file was autogenerated by uv via the following command:
+#    uv pip compile pyproject.toml -o .constraints/py3.9.txt --all-extras --no-annotate --python-version=3.9 --no-emit-package setuptools
 absl-py==2.1.0
 accessible-pygments==0.0.4
 alabaster==0.7.16
-ampform==0.14.10
-anyio==4.2.0
+ampform==0.14.11
+anyio==4.3.0
 argon2-cffi==23.1.0
 argon2-cffi-bindings==21.2.0
 arrow==1.3.0
@@ -18,9 +14,9 @@ async-lru==2.0.4
 attrs==23.2.0
 babel==2.14.0
 beautifulsoup4==4.12.3
-black==24.1.1
+black==24.2.0
 bleach==6.1.0
-cachetools==5.3.2
+cachetools==5.3.3
 cattrs==23.2.3
 certifi==2024.2.2
 cffi==1.16.0
@@ -32,14 +28,14 @@ cloudpickle==3.0.0
 colorama==0.4.6
 comm==0.2.1
 contourpy==1.2.0
-coverage==7.4.1
+coverage==7.4.3
 cycler==0.12.1
 debugpy==1.8.1
 decorator==5.1.1
 defusedxml==0.7.1
 distlib==0.3.8
 dm-tree==0.1.8
-docstring-to-markdown==0.13
+docstring-to-markdown==0.15
 docutils==0.20.1
 exceptiongroup==1.2.0
 execnet==2.0.2
@@ -47,38 +43,41 @@ executing==2.0.1
 fastjsonschema==2.19.1
 filelock==3.13.1
 flatbuffers==23.5.26
-fonttools==4.48.1
+fonttools==4.49.0
 fqdn==1.5.1
 gast==0.5.4
 gitdb==4.0.11
-gitpython==3.1.41
-google-auth==2.27.0
+gitpython==3.1.42
+google-auth==2.28.1
 google-auth-oauthlib==1.2.0
 google-pasta==0.2.0
 graphviz==0.20.1
 greenlet==3.0.3
-grpcio==1.60.1
+grpcio==1.62.0
+h11==0.14.0
 h5py==3.10.0
 hepunits==2.3.3
-identify==2.5.34
+httpcore==1.0.4
+httpx==0.27.0
+identify==2.5.35
 idna==3.6
 imagesize==1.4.1
 iminuit==2.25.2
 importlib-metadata==7.0.1
-importlib-resources==6.1.1
+importlib-resources==6.1.2
 iniconfig==2.0.0
-ipykernel==6.29.2
+ipykernel==6.29.3
 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==0.4.24
-jaxlib==0.4.24
+jax==0.4.25
+jaxlib==0.4.25
 jedi==0.19.1
 jinja2==3.1.3
-json5==0.9.14
+json5==0.9.20
 jsonpointer==2.4
 jsonschema==4.21.1
 jsonschema-specifications==2023.12.1
@@ -88,17 +87,17 @@ jupyter-client==8.6.0
 jupyter-console==6.6.3
 jupyter-core==5.7.1
 jupyter-events==0.9.0
-jupyter-lsp==2.2.2
-jupyter-server==2.12.5
+jupyter-lsp==2.2.4
+jupyter-server==2.13.0
 jupyter-server-mathjax==0.2.6
 jupyter-server-terminals==0.5.2
-jupyterlab==4.0.12
+jupyterlab==4.1.3
 jupyterlab-code-formatter==2.2.1
 jupyterlab-git==0.50.0
-jupyterlab-lsp==5.0.3
-jupyterlab-myst==2.1.0
+jupyterlab-lsp==5.1.0
+jupyterlab-myst==2.3.1
 jupyterlab-pygments==0.3.0
-jupyterlab-server==2.25.2
+jupyterlab-server==2.25.3
 jupyterlab-widgets==3.0.10
 keras==2.15.0
 kiwisolver==1.4.5
@@ -109,7 +108,7 @@ lsprotocol==2023.0.1
 markdown==3.5.2
 markdown-it-py==3.0.0
 markupsafe==2.1.5
-matplotlib==3.8.2
+matplotlib==3.8.3
 matplotlib-inline==0.1.6
 mdit-py-plugins==0.4.0
 mdurl==0.1.2
@@ -120,22 +119,22 @@ mypy==1.8.0
 mypy-extensions==1.0.0
 myst-nb==1.0.0
 myst-parser==2.0.0
-nbclient==0.6.8
-nbconvert==7.16.0
+nbclient==0.9.0
+nbconvert==7.16.2
 nbdime==4.0.1
 nbformat==5.9.2
-nbmake==1.5.0
+nbmake==1.1
 nest-asyncio==1.6.0
 nodeenv==1.8.0
-notebook==7.0.8
-notebook-shim==0.2.3
+notebook==7.1.1
+notebook-shim==0.2.4
 numba==0.59.0
 numpy==1.26.4
 oauthlib==3.2.2
 opt-einsum==3.3.0
 overrides==7.7.0
 packaging==23.2
-pandas==2.2.0
+pandas==2.2.1
 pandocfilters==1.5.1
 parso==0.8.3
 particle==0.23.1
@@ -145,38 +144,40 @@ phasespace==1.9.0
 pillow==10.2.0
 platformdirs==4.2.0
 pluggy==1.4.0
-pre-commit==3.6.1
-prometheus-client==0.19.0
+pre-commit==3.6.2
+prometheus-client==0.20.0
 prompt-toolkit==3.0.43
-protobuf==4.25.2
+protobuf==4.25.3
 psutil==5.9.8
 ptyprocess==0.7.0
 pure-eval==0.2.2
+py==1.11.0
 py-cpuinfo==9.0.0
 pyarrow==15.0.0
 pyasn1==0.5.1
 pyasn1-modules==0.3.0
 pycparser==2.21
+pydantic==1.10.14
 pydata-sphinx-theme==0.15.2
 pygments==2.17.2
-pyparsing==3.1.1
+pyparsing==3.1.2
 pyproject-api==1.6.1
-pytest==8.0.0
+pytest==6.2.5
 pytest-benchmark==4.0.0
 pytest-cov==4.1.0
 pytest-mock==3.12.0
 pytest-xdist==3.5.0
-python-constraint==1.4.0
-python-dateutil==2.8.2
+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==2.1.0
+python-lsp-ruff==2.2.0
 python-lsp-server==1.10.0
 pytoolconfig==1.3.1
 pytz==2024.1
 pyyaml==6.0.1
 pyzmq==25.1.2
-qrules==0.9.8
+qrules==0.10.1
 qtconsole==5.5.1
 qtpy==2.4.1
 referencing==0.33.0
@@ -185,20 +186,20 @@ requests-oauthlib==1.3.1
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rope==1.12.0
-rpds-py==0.17.1
+rpds-py==0.18.0
 rsa==4.9
-ruff==0.2.1
+ruff==0.3.0
 scipy==1.12.0
 send2trash==1.8.2
 six==1.16.0
 smmap==5.0.1
-sniffio==1.3.0
+sniffio==1.3.1
 snowballstemmer==2.2.0
 soupsieve==2.5
 sphinx==7.2.6
 sphinx-api-relink==0.0.8
 sphinx-autobuild==2024.2.4
-sphinx-book-theme==1.1.0
+sphinx-book-theme==1.1.2
 sphinx-codeautolink==0.15.0
 sphinx-comments==0.0.3
 sphinx-copybutton==0.5.2
@@ -212,7 +213,7 @@ sphinxcontrib-jsmath==1.0.1
 sphinxcontrib-qthelp==1.0.7
 sphinxcontrib-serializinghtml==1.1.10
 sphobjinv==2.3.1
-sqlalchemy==2.0.26
+sqlalchemy==2.0.28
 stack-data==0.6.3
 sympy==1.12
 tabulate==0.9.0
@@ -225,23 +226,24 @@ tensorflow-probability==0.23.0
 termcolor==2.4.0
 terminado==0.18.0
 tinycss2==1.2.1
+toml==0.10.2
 tomli==2.0.1
 tornado==6.4
-tox==4.12.1
+tox==4.14.0
 tqdm==4.66.2
 traitlets==5.14.1
-types-protobuf==4.24.0.20240129
+types-protobuf==4.24.0.20240302
 types-python-dateutil==2.8.19.20240106
 types-pyyaml==6.0.12.12
-types-requests==2.31.0.20240125
-types-tensorflow==2.15.0.20240206
+types-requests==2.31.0.20240218
+types-tensorflow==2.15.0.20240303
 types-tqdm==4.66.0.20240106
-typing-extensions==4.9.0
+typing-extensions==4.10.0
 tzdata==2024.1
 ujson==5.9.0
 uri-template==1.3.0
-urllib3==2.2.0
-virtualenv==20.25.0
+urllib3==2.2.1
+virtualenv==20.25.1
 wcwidth==0.2.13
 webcolors==1.13
 webencodings==0.5.1
@@ -252,6 +254,5 @@ widgetsnbextension==4.0.10
 wrapt==1.14.1
 zipp==3.17.0
 
-# The following packages are considered to be unsafe in a requirements file:
+# The following packages were excluded from the output:
 # setuptools
-# tensorwaves
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 389f1605..2b0e5f69 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -40,7 +40,7 @@ repos:
             metadata.vscode
 
   - repo: https://github.com/ComPWA/policy
-    rev: 0.2.5
+    rev: 0.2.6
     hooks:
       - id: check-dev-files
         args:
@@ -60,7 +60,7 @@ repos:
           - --extras-require=doc,jax,pwa,viz
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.2.1
+    rev: v0.3.0
     hooks:
       - id: ruff
         args: [--fix]
@@ -125,7 +125,7 @@ repos:
         pass_filenames: false
 
   - repo: https://github.com/streetsidesoftware/cspell-cli
-    rev: v8.3.0
+    rev: v8.6.0
     hooks:
       - id: cspell
 
@@ -151,6 +151,6 @@ repos:
           - python
 
   - repo: https://github.com/ComPWA/mirrors-pyright
-    rev: v1.1.350
+    rev: v1.1.352
     hooks:
       - id: pyright