diff --git a/.constraints/py3.10.txt b/.constraints/py3.10.txt
index 86d758d2..45e52afb 100644
--- a/.constraints/py3.10.txt
+++ b/.constraints/py3.10.txt
@@ -7,25 +7,25 @@
 absl-py==1.4.0
 accessible-pygments==0.0.4
 aiofiles==22.1.0
-aiosqlite==0.18.0
+aiosqlite==0.19.0
 alabaster==0.7.13
-ampform==0.14.5
+ampform==0.14.6
 anyio==3.6.2
 aquirdturtle-collapsible-headings==3.1.0
 argon2-cffi==21.3.0
 argon2-cffi-bindings==21.2.0
 arrow==1.2.3
-astroid==2.15.2
+astroid==2.15.4
 asttokens==2.2.1
 astunparse==1.6.3
-attrs==22.2.0
+attrs==23.1.0
 babel==2.12.1
 backcall==0.2.0
 beautifulsoup4==4.12.2
 black==23.3.0
 bleach==6.0.0
 cachetools==5.3.0
-certifi==2022.12.7
+certifi==2023.5.7
 cffi==1.15.1
 cfgv==3.3.1
 chardet==5.1.0
@@ -35,7 +35,7 @@ cloudpickle==2.2.1
 colorama==0.4.6
 comm==0.1.3
 contourpy==1.0.7
-coverage==7.2.3
+coverage==7.2.5
 cycler==0.11.0
 debugpy==1.6.7
 decorator==5.1.1
@@ -49,10 +49,10 @@ exceptiongroup==1.1.1
 execnet==1.9.0
 executing==1.2.0
 fastjsonschema==2.16.3
-filelock==3.11.0
+filelock==3.12.0
 flake8==6.0.0 ; python_version >= "3.8.0"
 flake8-blind-except==0.2.1 ; python_version >= "3.8.0"
-flake8-bugbear==23.3.23 ; python_version >= "3.8.0"
+flake8-bugbear==23.5.9 ; python_version >= "3.8.0"
 flake8-builtins==2.1.0 ; python_version >= "3.8.0"
 flake8-comprehensions==3.12.0 ; python_version >= "3.8.0"
 flake8-future-annotations==1.1.0 ; python_version >= "3.8.0"
@@ -61,41 +61,41 @@ flake8-pytest-style==1.7.2 ; python_version >= "3.8.0"
 flake8-rst-docstrings==0.3.0 ; python_version >= "3.8.0"
 flake8-type-ignore==0.1.0.post2 ; python_version >= "3.8.0"
 flake8-use-fstring==1.4 ; python_version >= "3.8.0"
-flatbuffers==23.3.3
-fonttools==4.39.3
+flatbuffers==23.5.9
+fonttools==4.39.4
 fqdn==1.5.1
 gast==0.4.0
-google-auth==2.17.3
+google-auth==2.18.0
 google-auth-oauthlib==0.4.6
 google-pasta==0.2.0
 graphviz==0.20.1
 greenlet==2.0.2
-grpcio==1.53.0
+grpcio==1.54.2
 h5py==3.8.0
 hepunits==2.3.2
-identify==2.5.22
+identify==2.5.24
 idna==3.4
 imagesize==1.4.1
 iminuit==2.21.3
-importlib-metadata==6.3.0
+importlib-metadata==6.6.0
 iniconfig==2.0.0
-ipykernel==6.22.0
+ipykernel==6.23.0
 ipympl==0.9.3
-ipython==8.12.0
+ipython==8.13.2
 ipython-genutils==0.2.0
 ipywidgets==8.0.6
 isoduration==20.11.0
 isort==5.12.0
-jax==0.4.8
-jaxlib==0.4.7
+jax==0.4.10
+jaxlib==0.4.10
 jedi==0.18.2
 jinja2==3.1.2
 json5==0.9.11
 jsonpointer==2.3
 jsonschema==4.17.3
 jupyter==1.0.0
-jupyter-cache==0.5.0
-jupyter-client==8.1.0
+jupyter-cache==0.6.1
+jupyter-client==8.2.0
 jupyter-console==6.6.3
 jupyter-core==5.3.0
 jupyter-events==0.6.3
@@ -105,17 +105,17 @@ jupyter-server-terminals==0.4.4
 jupyter-server-ydoc==0.8.0
 jupyter-ydoc==0.2.4
 jupyterlab==3.6.3
-jupyterlab-code-formatter==1.6.0
+jupyterlab-code-formatter==2.0.0
 jupyterlab-myst==1.1.3
 jupyterlab-pygments==0.2.2
-jupyterlab-server==2.22.0
+jupyterlab-server==2.22.1
 jupyterlab-widgets==3.0.7
 keras==2.11.0
 kiwisolver==1.4.4
 lazy-object-proxy==1.9.0
 libclang==16.0.0
 livereload==2.6.3
-llvmlite==0.39.1
+llvmlite==0.40.0
 markdown==3.4.3
 markdown-it-py==2.2.0
 markupsafe==2.1.2
@@ -127,25 +127,25 @@ mdurl==0.1.2
 mistune==2.0.5
 ml-dtypes==0.1.0
 mpmath==1.3.0
-mypy==1.2.0
+mypy==1.3.0
 mypy-extensions==1.0.0
-myst-nb==0.17.1
+myst-nb==0.17.2
 myst-parser==0.18.1
-nbclassic==0.5.5
+nbclassic==1.0.0
 nbclient==0.5.13
-nbconvert==7.3.1
+nbconvert==7.4.0
 nbformat==5.8.0
 nbmake==1.2.1
 nest-asyncio==1.5.6
-nodeenv==1.7.0
+nodeenv==1.8.0
 notebook==6.5.4
-notebook-shim==0.2.2
-numba==0.56.4
-numpy==1.23.5
+notebook-shim==0.2.3
+numba==0.57.0
+numpy==1.24.3
 oauthlib==3.2.2
 opt-einsum==3.3.0
 packaging==23.1
-pandas==2.0.0
+pandas==2.0.1
 pandocfilters==1.5.0
 parso==0.8.3
 particle==0.22.0
@@ -155,61 +155,61 @@ pexpect==4.8.0
 phasespace==1.8.0
 pickleshare==0.7.5
 pillow==9.5.0
-platformdirs==3.2.0
+platformdirs==3.5.1
 pluggy==1.0.0
-pre-commit==3.2.2
+pre-commit==3.3.1
 prometheus-client==0.16.0
 prompt-toolkit==3.0.38
 protobuf==3.19.6
-psutil==5.9.4
+psutil==5.9.5
 ptyprocess==0.7.0
 pure-eval==0.2.2
 py-cpuinfo==9.0.0
-pyasn1==0.4.8
-pyasn1-modules==0.2.8
+pyasn1==0.5.0
+pyasn1-modules==0.3.0
 pycodestyle==2.10.0
 pycparser==2.21
 pydantic==1.10.7
 pydata-sphinx-theme==0.13.3
 pydocstyle==6.3.0
 pyflakes==3.0.1
-pygments==2.15.0
-pylint==2.17.2
+pygments==2.15.1
+pylint==2.17.4
 pyparsing==3.0.9
 pyproject-api==1.5.1
 pyrsistent==0.19.3
-pytest==7.3.0
+pytest==7.3.1
 pytest-benchmark==4.0.0
 pytest-cov==4.0.0
 pytest-mock==3.10.0
-pytest-xdist==3.2.1
+pytest-xdist==3.3.0
 python-constraint==1.4.0
 python-dateutil==2.8.2
 python-json-logger==2.0.7
 pytz==2023.3
 pyyaml==6.0
 pyzmq==25.0.2
-qrules==0.9.7
-qtconsole==5.4.2
+qrules==0.9.8
+qtconsole==5.4.3
 qtpy==2.3.1
-requests==2.28.2
+requests==2.30.0
 requests-oauthlib==1.3.1
 restructuredtext-lint==1.4.0
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rsa==4.9
 scipy==1.10.1
-send2trash==1.8.0
+send2trash==1.8.2
 six==1.16.0
 sniffio==1.3.0
 snowballstemmer==2.2.0
-soupsieve==2.4
+soupsieve==2.4.1
 sphinx==5.3.0
 sphinx-autobuild==2021.3.14
 sphinx-book-theme==1.0.1
-sphinx-codeautolink==0.14.1
+sphinx-codeautolink==0.15.0
 sphinx-comments==0.0.3
-sphinx-copybutton==0.5.1
+sphinx-copybutton==0.5.2
 sphinx-design==0.4.1
 sphinx-thebe==0.2.1
 sphinx-togglebutton==0.3.2
@@ -220,9 +220,9 @@ sphinxcontrib-jsmath==1.0.1
 sphinxcontrib-qthelp==1.0.3
 sphinxcontrib-serializinghtml==1.1.5
 sphobjinv==2.3.1
-sqlalchemy==1.4.47
+sqlalchemy==2.0.13
 stack-data==0.6.2
-sympy==1.11.1
+sympy==1.12
 tabulate==0.9.0
 tensorboard==2.11.2
 tensorboard-data-server==0.6.1
@@ -231,31 +231,31 @@ tensorflow==2.11.1 ; python_version < "3.11.0"
 tensorflow-estimator==2.11.0
 tensorflow-io-gcs-filesystem==0.32.0
 tensorflow-probability==0.18.0
-termcolor==2.2.0
+termcolor==2.3.0
 terminado==0.17.1
 tinycss2==1.2.1
 tomli==2.0.1
-tomlkit==0.11.7
-tornado==6.2
-tox==4.4.11
+tomlkit==0.11.8
+tornado==6.3.1
+tox==4.5.1
 tqdm==4.65.0
 traitlets==5.9.0
-types-docutils==0.19.1.7
+types-docutils==0.20.0.1
 types-pkg-resources==0.1.3
 types-pyyaml==6.0.12.9
-types-requests==2.28.11.17
-types-setuptools==67.6.0.7
-types-urllib3==1.26.25.10
+types-requests==2.30.0.0
+types-setuptools==67.7.0.2
+types-urllib3==1.26.25.13
 typing-extensions==4.5.0
 tzdata==2023.3
 uri-template==1.2.0
 urllib3==1.26.15
-virtualenv==20.21.0
+virtualenv==20.23.0
 wcwidth==0.2.6
 webcolors==1.13
 webencodings==0.5.1
 websocket-client==1.5.1
-werkzeug==2.2.3
+werkzeug==2.3.4
 wheel==0.40.0
 widgetsnbextension==4.0.7
 wrapt==1.15.0
diff --git a/.constraints/py3.7.txt b/.constraints/py3.7.txt
index a72ab9d5..b189af57 100644
--- a/.constraints/py3.7.txt
+++ b/.constraints/py3.7.txt
@@ -7,17 +7,17 @@
 absl-py==1.4.0
 accessible-pygments==0.0.4
 aiofiles==22.1.0
-aiosqlite==0.18.0
+aiosqlite==0.19.0
 alabaster==0.7.13
-ampform==0.14.5
+ampform==0.14.6
 anyio==3.6.2
 aquirdturtle-collapsible-headings==3.1.0
 argon2-cffi==21.3.0
 argon2-cffi-bindings==21.2.0
 arrow==1.2.3
-astroid==2.15.2
+astroid==2.15.4
 astunparse==1.6.3
-attrs==22.2.0
+attrs==23.1.0
 babel==2.12.1
 backcall==0.2.0
 beautifulsoup4==4.12.2
@@ -25,14 +25,14 @@ black==23.3.0
 bleach==6.0.0
 cached-property==1.5.2
 cachetools==5.3.0
-certifi==2022.12.7
+certifi==2023.5.7
 cffi==1.15.1
 cfgv==3.3.1
 charset-normalizer==3.1.0
 click==8.1.3
 cloudpickle==2.2.1
 colorama==0.4.6
-coverage==7.2.3
+coverage==7.2.5
 cycler==0.11.0
 debugpy==1.6.7
 decorator==5.1.1
@@ -46,20 +46,20 @@ entrypoints==0.4
 exceptiongroup==1.1.1
 execnet==1.9.0
 fastjsonschema==2.16.3
-filelock==3.11.0
-flatbuffers==23.3.3
+filelock==3.12.0
+flatbuffers==23.5.9
 fonttools==4.38.0
 fqdn==1.5.1
 gast==0.4.0
-google-auth==2.17.3
+google-auth==2.18.0
 google-auth-oauthlib==0.4.6
 google-pasta==0.2.0
 graphviz==0.20.1
 greenlet==2.0.2
-grpcio==1.53.0
+grpcio==1.54.2
 h5py==3.8.0
 hepunits==2.3.2
-identify==2.5.22
+identify==2.5.24
 idna==3.4
 imagesize==1.4.1
 iminuit==2.18.0
@@ -86,15 +86,15 @@ jupyter-client==7.4.9
 jupyter-console==6.6.3
 jupyter-core==4.12.0
 jupyter-events==0.6.3
-jupyter-server==1.23.6
+jupyter-server==1.24.0
 jupyter-server-fileid==0.9.0
 jupyter-server-ydoc==0.8.0
 jupyter-ydoc==0.2.4
 jupyterlab==3.6.3
-jupyterlab-code-formatter==1.6.0
+jupyterlab-code-formatter==2.0.0
 jupyterlab-myst==1.1.3
 jupyterlab-pygments==0.2.2
-jupyterlab-server==2.22.0
+jupyterlab-server==2.22.1
 jupyterlab-widgets==3.0.7
 keras==2.11.0
 kiwisolver==1.4.4
@@ -112,19 +112,19 @@ mdit-py-plugins==0.3.5
 mdurl==0.1.2
 mistune==2.0.5
 mpmath==1.3.0
-mypy==1.2.0
+mypy==1.3.0
 mypy-extensions==1.0.0
-myst-nb==0.17.1
+myst-nb==0.17.2
 myst-parser==0.18.1
-nbclassic==0.5.5
+nbclassic==1.0.0
 nbclient==0.5.13
-nbconvert==7.3.1
+nbconvert==7.4.0
 nbformat==5.8.0
 nbmake==1.2.1
 nest-asyncio==1.5.6
-nodeenv==1.7.0
+nodeenv==1.8.0
 notebook==6.5.4
-notebook-shim==0.2.2
+notebook-shim==0.2.3
 numba==0.56.4
 numpy==1.21.6
 oauthlib==3.2.2
@@ -140,58 +140,58 @@ phasespace==1.8.0
 pickleshare==0.7.5
 pillow==9.5.0
 pkgutil-resolve-name==1.3.10
-platformdirs==3.2.0
+platformdirs==3.5.1
 pluggy==1.0.0
 pre-commit==2.21.0
 prometheus-client==0.16.0
 prompt-toolkit==3.0.38
 protobuf==3.19.6
-psutil==5.9.4
+psutil==5.9.5
 ptyprocess==0.7.0
 py==1.11.0
 py-cpuinfo==9.0.0
-pyasn1==0.4.8
-pyasn1-modules==0.2.8
+pyasn1==0.5.0
+pyasn1-modules==0.3.0
 pycparser==2.21
 pydantic==1.10.7
 pydata-sphinx-theme==0.13.3
 pydocstyle==6.3.0
-pygments==2.15.0
-pylint==2.17.2
+pygments==2.15.1
+pylint==2.17.4
 pyparsing==3.0.9
 pyrsistent==0.19.3
-pytest==7.3.0
+pytest==7.3.1
 pytest-benchmark==4.0.0
 pytest-cov==4.0.0
 pytest-mock==3.10.0
-pytest-xdist==3.2.1
+pytest-xdist==3.3.0
 python-constraint==1.4.0
 python-dateutil==2.8.2
 python-json-logger==2.0.7
 pytz==2023.3
 pyyaml==6.0
 pyzmq==25.0.2
-qrules==0.9.7
-qtconsole==5.4.2
+qrules==0.9.8
+qtconsole==5.4.3
 qtpy==2.3.1
-requests==2.28.2
+requests==2.30.0
 requests-oauthlib==1.3.1
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rsa==4.9
 scipy==1.7.3
-send2trash==1.8.0
+send2trash==1.8.2
 singledispatchmethod==1.0
 six==1.16.0
 sniffio==1.3.0
 snowballstemmer==2.2.0
-soupsieve==2.4
+soupsieve==2.4.1
 sphinx==5.3.0
 sphinx-autobuild==2021.3.14
 sphinx-book-theme==1.0.1
-sphinx-codeautolink==0.14.1
+sphinx-codeautolink==0.15.0
 sphinx-comments==0.0.3
-sphinx-copybutton==0.5.1
+sphinx-copybutton==0.5.2
 sphinx-design==0.4.1
 sphinx-thebe==0.2.1
 sphinx-togglebutton==0.3.2
@@ -202,7 +202,7 @@ sphinxcontrib-jsmath==1.0.1
 sphinxcontrib-qthelp==1.0.3
 sphinxcontrib-serializinghtml==1.1.5
 sphobjinv==2.3.1
-sqlalchemy==1.4.47
+sqlalchemy==1.4.48
 sympy==1.10.1
 tabulate==0.9.0
 tensorboard==2.11.2
@@ -212,26 +212,26 @@ tensorflow==2.11.0 ; python_version < "3.11.0"
 tensorflow-estimator==2.11.0
 tensorflow-io-gcs-filesystem==0.32.0
 tensorflow-probability==0.18.0
-termcolor==2.2.0
+termcolor==2.3.0
 terminado==0.17.1
 tinycss2==1.2.1
 tomli==2.0.1
-tomlkit==0.11.7
+tomlkit==0.11.8
 tornado==6.2
 tox==3.28.0 ; python_version < "3.8.0"
 tqdm==4.65.0
 traitlets==5.9.0
 typed-ast==1.5.4
-types-docutils==0.19.1.7
+types-docutils==0.20.0.1
 types-pkg-resources==0.1.3
 types-pyyaml==6.0.12.9
-types-requests==2.28.11.17
-types-setuptools==67.6.0.7
-types-urllib3==1.26.25.10
+types-requests==2.30.0.0
+types-setuptools==67.7.0.2
+types-urllib3==1.26.25.13
 typing-extensions==4.5.0
 uri-template==1.2.0
 urllib3==1.26.15
-virtualenv==20.21.0
+virtualenv==20.21.1 ; python_version < "3.8.0"
 wcwidth==0.2.6
 webcolors==1.13
 webencodings==0.5.1
diff --git a/.constraints/py3.8.txt b/.constraints/py3.8.txt
index ece90860..c0654ba6 100644
--- a/.constraints/py3.8.txt
+++ b/.constraints/py3.8.txt
@@ -7,25 +7,25 @@
 absl-py==1.4.0
 accessible-pygments==0.0.4
 aiofiles==22.1.0
-aiosqlite==0.18.0
+aiosqlite==0.19.0
 alabaster==0.7.13
-ampform==0.14.5
+ampform==0.14.6
 anyio==3.6.2
 aquirdturtle-collapsible-headings==3.1.0
 argon2-cffi==21.3.0
 argon2-cffi-bindings==21.2.0
 arrow==1.2.3
-astroid==2.15.2
+astroid==2.15.4
 asttokens==2.2.1
 astunparse==1.6.3
-attrs==22.2.0
+attrs==23.1.0
 babel==2.12.1
 backcall==0.2.0
 beautifulsoup4==4.12.2
 black==23.3.0
 bleach==6.0.0
 cachetools==5.3.0
-certifi==2022.12.7
+certifi==2023.5.7
 cffi==1.15.1
 cfgv==3.3.1
 chardet==5.1.0
@@ -35,7 +35,7 @@ cloudpickle==2.2.1
 colorama==0.4.6
 comm==0.1.3
 contourpy==1.0.7
-coverage==7.2.3
+coverage==7.2.5
 cycler==0.11.0
 debugpy==1.6.7
 decorator==5.1.1
@@ -49,10 +49,10 @@ exceptiongroup==1.1.1
 execnet==1.9.0
 executing==1.2.0
 fastjsonschema==2.16.3
-filelock==3.11.0
+filelock==3.12.0
 flake8==6.0.0 ; python_version >= "3.8.0"
 flake8-blind-except==0.2.1 ; python_version >= "3.8.0"
-flake8-bugbear==23.3.23 ; python_version >= "3.8.0"
+flake8-bugbear==23.5.9 ; python_version >= "3.8.0"
 flake8-builtins==2.1.0 ; python_version >= "3.8.0"
 flake8-comprehensions==3.12.0 ; python_version >= "3.8.0"
 flake8-future-annotations==1.1.0 ; python_version >= "3.8.0"
@@ -61,42 +61,42 @@ flake8-pytest-style==1.7.2 ; python_version >= "3.8.0"
 flake8-rst-docstrings==0.3.0 ; python_version >= "3.8.0"
 flake8-type-ignore==0.1.0.post2 ; python_version >= "3.8.0"
 flake8-use-fstring==1.4 ; python_version >= "3.8.0"
-flatbuffers==23.3.3
-fonttools==4.39.3
+flatbuffers==23.5.9
+fonttools==4.39.4
 fqdn==1.5.1
 gast==0.4.0
-google-auth==2.17.3
+google-auth==2.18.0
 google-auth-oauthlib==0.4.6
 google-pasta==0.2.0
 graphviz==0.20.1
 greenlet==2.0.2
-grpcio==1.53.0
+grpcio==1.54.2
 h5py==3.8.0
 hepunits==2.3.2
-identify==2.5.22
+identify==2.5.24
 idna==3.4
 imagesize==1.4.1
 iminuit==2.21.3
-importlib-metadata==6.3.0
+importlib-metadata==6.6.0
 importlib-resources==5.12.0
 iniconfig==2.0.0
-ipykernel==6.22.0
+ipykernel==6.23.0
 ipympl==0.9.3
-ipython==8.12.0
+ipython==8.12.2
 ipython-genutils==0.2.0
 ipywidgets==8.0.6
 isoduration==20.11.0
 isort==5.12.0
-jax==0.4.8
-jaxlib==0.4.7
+jax==0.4.10
+jaxlib==0.4.10
 jedi==0.18.2
 jinja2==3.1.2
 json5==0.9.11
 jsonpointer==2.3
 jsonschema==4.17.3
 jupyter==1.0.0
-jupyter-cache==0.5.0
-jupyter-client==8.1.0
+jupyter-cache==0.6.1
+jupyter-client==8.2.0
 jupyter-console==6.6.3
 jupyter-core==5.3.0
 jupyter-events==0.6.3
@@ -106,17 +106,17 @@ jupyter-server-terminals==0.4.4
 jupyter-server-ydoc==0.8.0
 jupyter-ydoc==0.2.4
 jupyterlab==3.6.3
-jupyterlab-code-formatter==1.6.0
+jupyterlab-code-formatter==2.0.0
 jupyterlab-myst==1.1.3
 jupyterlab-pygments==0.2.2
-jupyterlab-server==2.22.0
+jupyterlab-server==2.22.1
 jupyterlab-widgets==3.0.7
 keras==2.11.0
 kiwisolver==1.4.4
 lazy-object-proxy==1.9.0
 libclang==16.0.0
 livereload==2.6.3
-llvmlite==0.39.1
+llvmlite==0.40.0
 markdown==3.4.3
 markdown-it-py==2.2.0
 markupsafe==2.1.2
@@ -128,25 +128,25 @@ mdurl==0.1.2
 mistune==2.0.5
 ml-dtypes==0.1.0
 mpmath==1.3.0
-mypy==1.2.0
+mypy==1.3.0
 mypy-extensions==1.0.0
-myst-nb==0.17.1
+myst-nb==0.17.2
 myst-parser==0.18.1
-nbclassic==0.5.5
+nbclassic==1.0.0
 nbclient==0.5.13
-nbconvert==7.3.1
+nbconvert==7.4.0
 nbformat==5.8.0
 nbmake==1.2.1
 nest-asyncio==1.5.6
-nodeenv==1.7.0
+nodeenv==1.8.0
 notebook==6.5.4
-notebook-shim==0.2.2
-numba==0.56.4
-numpy==1.23.5
+notebook-shim==0.2.3
+numba==0.57.0
+numpy==1.24.3
 oauthlib==3.2.2
 opt-einsum==3.3.0
 packaging==23.1
-pandas==2.0.0
+pandas==2.0.1
 pandocfilters==1.5.0
 parso==0.8.3
 particle==0.22.0
@@ -157,61 +157,61 @@ phasespace==1.8.0
 pickleshare==0.7.5
 pillow==9.5.0
 pkgutil-resolve-name==1.3.10
-platformdirs==3.2.0
+platformdirs==3.5.1
 pluggy==1.0.0
-pre-commit==3.2.2
+pre-commit==3.3.1
 prometheus-client==0.16.0
 prompt-toolkit==3.0.38
 protobuf==3.19.6
-psutil==5.9.4
+psutil==5.9.5
 ptyprocess==0.7.0
 pure-eval==0.2.2
 py-cpuinfo==9.0.0
-pyasn1==0.4.8
-pyasn1-modules==0.2.8
+pyasn1==0.5.0
+pyasn1-modules==0.3.0
 pycodestyle==2.10.0
 pycparser==2.21
 pydantic==1.10.7
 pydata-sphinx-theme==0.13.3
 pydocstyle==6.3.0
 pyflakes==3.0.1
-pygments==2.15.0
-pylint==2.17.2
+pygments==2.15.1
+pylint==2.17.4
 pyparsing==3.0.9
 pyproject-api==1.5.1
 pyrsistent==0.19.3
-pytest==7.3.0
+pytest==7.3.1
 pytest-benchmark==4.0.0
 pytest-cov==4.0.0
 pytest-mock==3.10.0
-pytest-xdist==3.2.1
+pytest-xdist==3.3.0
 python-constraint==1.4.0
 python-dateutil==2.8.2
 python-json-logger==2.0.7
 pytz==2023.3
 pyyaml==6.0
 pyzmq==25.0.2
-qrules==0.9.7
-qtconsole==5.4.2
+qrules==0.9.8
+qtconsole==5.4.3
 qtpy==2.3.1
-requests==2.28.2
+requests==2.30.0
 requests-oauthlib==1.3.1
 restructuredtext-lint==1.4.0
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rsa==4.9
 scipy==1.10.1
-send2trash==1.8.0
+send2trash==1.8.2
 six==1.16.0
 sniffio==1.3.0
 snowballstemmer==2.2.0
-soupsieve==2.4
+soupsieve==2.4.1
 sphinx==5.3.0
 sphinx-autobuild==2021.3.14
 sphinx-book-theme==1.0.1
-sphinx-codeautolink==0.14.1
+sphinx-codeautolink==0.15.0
 sphinx-comments==0.0.3
-sphinx-copybutton==0.5.1
+sphinx-copybutton==0.5.2
 sphinx-design==0.4.1
 sphinx-thebe==0.2.1
 sphinx-togglebutton==0.3.2
@@ -222,9 +222,9 @@ sphinxcontrib-jsmath==1.0.1
 sphinxcontrib-qthelp==1.0.3
 sphinxcontrib-serializinghtml==1.1.5
 sphobjinv==2.3.1
-sqlalchemy==1.4.47
+sqlalchemy==2.0.13
 stack-data==0.6.2
-sympy==1.11.1
+sympy==1.12
 tabulate==0.9.0
 tensorboard==2.11.2
 tensorboard-data-server==0.6.1
@@ -233,31 +233,31 @@ tensorflow==2.11.1 ; python_version < "3.11.0"
 tensorflow-estimator==2.11.0
 tensorflow-io-gcs-filesystem==0.32.0
 tensorflow-probability==0.18.0
-termcolor==2.2.0
+termcolor==2.3.0
 terminado==0.17.1
 tinycss2==1.2.1
 tomli==2.0.1
-tomlkit==0.11.7
-tornado==6.2
-tox==4.4.11
+tomlkit==0.11.8
+tornado==6.3.1
+tox==4.5.1
 tqdm==4.65.0
 traitlets==5.9.0
-types-docutils==0.19.1.7
+types-docutils==0.20.0.1
 types-pkg-resources==0.1.3
 types-pyyaml==6.0.12.9
-types-requests==2.28.11.17
-types-setuptools==67.6.0.7
-types-urllib3==1.26.25.10
+types-requests==2.30.0.0
+types-setuptools==67.7.0.2
+types-urllib3==1.26.25.13
 typing-extensions==4.5.0
 tzdata==2023.3
 uri-template==1.2.0
 urllib3==1.26.15
-virtualenv==20.21.0
+virtualenv==20.23.0
 wcwidth==0.2.6
 webcolors==1.13
 webencodings==0.5.1
 websocket-client==1.5.1
-werkzeug==2.2.3
+werkzeug==2.3.4
 wheel==0.40.0
 widgetsnbextension==4.0.7
 wrapt==1.15.0
diff --git a/.constraints/py3.9.txt b/.constraints/py3.9.txt
index 5f579c5f..d5120b03 100644
--- a/.constraints/py3.9.txt
+++ b/.constraints/py3.9.txt
@@ -7,25 +7,25 @@
 absl-py==1.4.0
 accessible-pygments==0.0.4
 aiofiles==22.1.0
-aiosqlite==0.18.0
+aiosqlite==0.19.0
 alabaster==0.7.13
-ampform==0.14.5
+ampform==0.14.6
 anyio==3.6.2
 aquirdturtle-collapsible-headings==3.1.0
 argon2-cffi==21.3.0
 argon2-cffi-bindings==21.2.0
 arrow==1.2.3
-astroid==2.15.2
+astroid==2.15.4
 asttokens==2.2.1
 astunparse==1.6.3
-attrs==22.2.0
+attrs==23.1.0
 babel==2.12.1
 backcall==0.2.0
 beautifulsoup4==4.12.2
 black==23.3.0
 bleach==6.0.0
 cachetools==5.3.0
-certifi==2022.12.7
+certifi==2023.5.7
 cffi==1.15.1
 cfgv==3.3.1
 chardet==5.1.0
@@ -35,7 +35,7 @@ cloudpickle==2.2.1
 colorama==0.4.6
 comm==0.1.3
 contourpy==1.0.7
-coverage==7.2.3
+coverage==7.2.5
 cycler==0.11.0
 debugpy==1.6.7
 decorator==5.1.1
@@ -49,10 +49,10 @@ exceptiongroup==1.1.1
 execnet==1.9.0
 executing==1.2.0
 fastjsonschema==2.16.3
-filelock==3.11.0
+filelock==3.12.0
 flake8==6.0.0 ; python_version >= "3.8.0"
 flake8-blind-except==0.2.1 ; python_version >= "3.8.0"
-flake8-bugbear==23.3.23 ; python_version >= "3.8.0"
+flake8-bugbear==23.5.9 ; python_version >= "3.8.0"
 flake8-builtins==2.1.0 ; python_version >= "3.8.0"
 flake8-comprehensions==3.12.0 ; python_version >= "3.8.0"
 flake8-future-annotations==1.1.0 ; python_version >= "3.8.0"
@@ -61,42 +61,42 @@ flake8-pytest-style==1.7.2 ; python_version >= "3.8.0"
 flake8-rst-docstrings==0.3.0 ; python_version >= "3.8.0"
 flake8-type-ignore==0.1.0.post2 ; python_version >= "3.8.0"
 flake8-use-fstring==1.4 ; python_version >= "3.8.0"
-flatbuffers==23.3.3
-fonttools==4.39.3
+flatbuffers==23.5.9
+fonttools==4.39.4
 fqdn==1.5.1
 gast==0.4.0
-google-auth==2.17.3
+google-auth==2.18.0
 google-auth-oauthlib==0.4.6
 google-pasta==0.2.0
 graphviz==0.20.1
 greenlet==2.0.2
-grpcio==1.53.0
+grpcio==1.54.2
 h5py==3.8.0
 hepunits==2.3.2
-identify==2.5.22
+identify==2.5.24
 idna==3.4
 imagesize==1.4.1
 iminuit==2.21.3
-importlib-metadata==6.3.0
+importlib-metadata==6.6.0
 importlib-resources==5.12.0
 iniconfig==2.0.0
-ipykernel==6.22.0
+ipykernel==6.23.0
 ipympl==0.9.3
-ipython==8.12.0
+ipython==8.13.2
 ipython-genutils==0.2.0
 ipywidgets==8.0.6
 isoduration==20.11.0
 isort==5.12.0
-jax==0.4.8
-jaxlib==0.4.7
+jax==0.4.10
+jaxlib==0.4.10
 jedi==0.18.2
 jinja2==3.1.2
 json5==0.9.11
 jsonpointer==2.3
 jsonschema==4.17.3
 jupyter==1.0.0
-jupyter-cache==0.5.0
-jupyter-client==8.1.0
+jupyter-cache==0.6.1
+jupyter-client==8.2.0
 jupyter-console==6.6.3
 jupyter-core==5.3.0
 jupyter-events==0.6.3
@@ -106,17 +106,17 @@ jupyter-server-terminals==0.4.4
 jupyter-server-ydoc==0.8.0
 jupyter-ydoc==0.2.4
 jupyterlab==3.6.3
-jupyterlab-code-formatter==1.6.0
+jupyterlab-code-formatter==2.0.0
 jupyterlab-myst==1.1.3
 jupyterlab-pygments==0.2.2
-jupyterlab-server==2.22.0
+jupyterlab-server==2.22.1
 jupyterlab-widgets==3.0.7
 keras==2.11.0
 kiwisolver==1.4.4
 lazy-object-proxy==1.9.0
 libclang==16.0.0
 livereload==2.6.3
-llvmlite==0.39.1
+llvmlite==0.40.0
 markdown==3.4.3
 markdown-it-py==2.2.0
 markupsafe==2.1.2
@@ -128,25 +128,25 @@ mdurl==0.1.2
 mistune==2.0.5
 ml-dtypes==0.1.0
 mpmath==1.3.0
-mypy==1.2.0
+mypy==1.3.0
 mypy-extensions==1.0.0
-myst-nb==0.17.1
+myst-nb==0.17.2
 myst-parser==0.18.1
-nbclassic==0.5.5
+nbclassic==1.0.0
 nbclient==0.5.13
-nbconvert==7.3.1
+nbconvert==7.4.0
 nbformat==5.8.0
 nbmake==1.2.1
 nest-asyncio==1.5.6
-nodeenv==1.7.0
+nodeenv==1.8.0
 notebook==6.5.4
-notebook-shim==0.2.2
-numba==0.56.4
-numpy==1.23.5
+notebook-shim==0.2.3
+numba==0.57.0
+numpy==1.24.3
 oauthlib==3.2.2
 opt-einsum==3.3.0
 packaging==23.1
-pandas==2.0.0
+pandas==2.0.1
 pandocfilters==1.5.0
 parso==0.8.3
 particle==0.22.0
@@ -156,61 +156,61 @@ pexpect==4.8.0
 phasespace==1.8.0
 pickleshare==0.7.5
 pillow==9.5.0
-platformdirs==3.2.0
+platformdirs==3.5.1
 pluggy==1.0.0
-pre-commit==3.2.2
+pre-commit==3.3.1
 prometheus-client==0.16.0
 prompt-toolkit==3.0.38
 protobuf==3.19.6
-psutil==5.9.4
+psutil==5.9.5
 ptyprocess==0.7.0
 pure-eval==0.2.2
 py-cpuinfo==9.0.0
-pyasn1==0.4.8
-pyasn1-modules==0.2.8
+pyasn1==0.5.0
+pyasn1-modules==0.3.0
 pycodestyle==2.10.0
 pycparser==2.21
 pydantic==1.10.7
 pydata-sphinx-theme==0.13.3
 pydocstyle==6.3.0
 pyflakes==3.0.1
-pygments==2.15.0
-pylint==2.17.2
+pygments==2.15.1
+pylint==2.17.4
 pyparsing==3.0.9
 pyproject-api==1.5.1
 pyrsistent==0.19.3
-pytest==7.3.0
+pytest==7.3.1
 pytest-benchmark==4.0.0
 pytest-cov==4.0.0
 pytest-mock==3.10.0
-pytest-xdist==3.2.1
+pytest-xdist==3.3.0
 python-constraint==1.4.0
 python-dateutil==2.8.2
 python-json-logger==2.0.7
 pytz==2023.3
 pyyaml==6.0
 pyzmq==25.0.2
-qrules==0.9.7
-qtconsole==5.4.2
+qrules==0.9.8
+qtconsole==5.4.3
 qtpy==2.3.1
-requests==2.28.2
+requests==2.30.0
 requests-oauthlib==1.3.1
 restructuredtext-lint==1.4.0
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rsa==4.9
 scipy==1.10.1
-send2trash==1.8.0
+send2trash==1.8.2
 six==1.16.0
 sniffio==1.3.0
 snowballstemmer==2.2.0
-soupsieve==2.4
+soupsieve==2.4.1
 sphinx==5.3.0
 sphinx-autobuild==2021.3.14
 sphinx-book-theme==1.0.1
-sphinx-codeautolink==0.14.1
+sphinx-codeautolink==0.15.0
 sphinx-comments==0.0.3
-sphinx-copybutton==0.5.1
+sphinx-copybutton==0.5.2
 sphinx-design==0.4.1
 sphinx-thebe==0.2.1
 sphinx-togglebutton==0.3.2
@@ -221,9 +221,9 @@ sphinxcontrib-jsmath==1.0.1
 sphinxcontrib-qthelp==1.0.3
 sphinxcontrib-serializinghtml==1.1.5
 sphobjinv==2.3.1
-sqlalchemy==1.4.47
+sqlalchemy==2.0.13
 stack-data==0.6.2
-sympy==1.11.1
+sympy==1.12
 tabulate==0.9.0
 tensorboard==2.11.2
 tensorboard-data-server==0.6.1
@@ -232,31 +232,31 @@ tensorflow==2.11.1 ; python_version < "3.11.0"
 tensorflow-estimator==2.11.0
 tensorflow-io-gcs-filesystem==0.32.0
 tensorflow-probability==0.18.0
-termcolor==2.2.0
+termcolor==2.3.0
 terminado==0.17.1
 tinycss2==1.2.1
 tomli==2.0.1
-tomlkit==0.11.7
-tornado==6.2
-tox==4.4.11
+tomlkit==0.11.8
+tornado==6.3.1
+tox==4.5.1
 tqdm==4.65.0
 traitlets==5.9.0
-types-docutils==0.19.1.7
+types-docutils==0.20.0.1
 types-pkg-resources==0.1.3
 types-pyyaml==6.0.12.9
-types-requests==2.28.11.17
-types-setuptools==67.6.0.7
-types-urllib3==1.26.25.10
+types-requests==2.30.0.0
+types-setuptools==67.7.0.2
+types-urllib3==1.26.25.13
 typing-extensions==4.5.0
 tzdata==2023.3
 uri-template==1.2.0
 urllib3==1.26.15
-virtualenv==20.21.0
+virtualenv==20.23.0
 wcwidth==0.2.6
 webcolors==1.13
 webencodings==0.5.1
 websocket-client==1.5.1
-werkzeug==2.2.3
+werkzeug==2.3.4
 wheel==0.40.0
 widgetsnbextension==4.0.7
 wrapt==1.15.0
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 8e8dc075..842a4d80 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -112,7 +112,7 @@ repos:
       - id: isort
 
   - repo: https://github.com/igorshubovych/markdownlint-cli
-    rev: v0.33.0
+    rev: v0.34.0
     hooks:
       - id: markdownlint
 
@@ -150,7 +150,7 @@ repos:
             metadata.vscode
 
   - repo: https://github.com/pre-commit/mirrors-prettier
-    rev: v3.0.0-alpha.6
+    rev: v3.0.0-alpha.9-for-vscode
     hooks:
       - id: prettier
 
@@ -173,12 +173,12 @@ repos:
           - python
 
   - repo: https://github.com/ComPWA/mirrors-pyright
-    rev: v1.1.303
+    rev: v1.1.308
     hooks:
       - id: pyright
 
   - repo: https://github.com/asottile/pyupgrade
-    rev: v3.3.1
+    rev: v3.4.0
     hooks:
       - id: pyupgrade
         args:
diff --git a/docs/amplitude-analysis/analytic-continuation.ipynb b/docs/amplitude-analysis/analytic-continuation.ipynb
index 7607aa23..ff4eacad 100644
--- a/docs/amplitude-analysis/analytic-continuation.ipynb
+++ b/docs/amplitude-analysis/analytic-continuation.ipynb
@@ -192,7 +192,7 @@
     "    phsp_factor=PhaseSpaceFactorSWave,\n",
     ")\n",
     "model_builder.set_dynamics(\n",
-    "    \"J/psi(1S)\",\n",
+    "    \"D0\",\n",
     "    create_non_dynamic_with_ff,\n",
     ")\n",
     "model_builder.set_dynamics(\n",
@@ -277,7 +277,7 @@
     "for p, color in zip(resonances, colors):\n",
     "    ax.axvline(x=p.mass, linestyle=\"dotted\", label=p.name, color=color)\n",
     "ax.set_yticks([])\n",
-    "ax.hist(phsp[\"m_02\"], bins=100, alpha=0.5, weights=intensities)\n",
+    "ax.hist(phsp[\"m_01\"], bins=100, alpha=0.5, weights=intensities)\n",
     "ax.legend()\n",
     "plt.show()"
    ]
@@ -299,7 +299,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.8.16"
   }
  },
  "nbformat": 4,
diff --git a/pytest.ini b/pytest.ini
index 019448bc..a54430af 100644
--- a/pytest.ini
+++ b/pytest.ini
@@ -28,6 +28,7 @@ filterwarnings =
   ignore:invalid value encountered in .*:RuntimeWarning
   ignore:numpy.ufunc size changed, may indicate binary incompatibility.*:RuntimeWarning
   ignore:unclosed .*:ResourceWarning
+  ignore: `np.bool8` is a deprecated alias for `np.bool_`.*:DeprecationWarning
 markers =
   slow: marks tests as slow (select with '-m slow')
 norecursedirs =
diff --git a/setup.cfg b/setup.cfg
index d3203d83..964c2752 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -159,6 +159,7 @@ dev =
     sphinx-autobuild
     tox >=1.9  # for skip_install, use_develop
     tox !=4.*; python_version <"3.8.0"  # https://github.com/ComPWA/tensorwaves/actions/runs/4114638663/jobs/7102281592#step:3:97
+    virtualenv <20.22.0; python_version <"3.8.0"  # importlib-metadata conflict
     ypy-websocket <0.8.3  # https://github.com/ComPWA/tensorwaves/actions/runs/4350354717/jobs/7600982077#step:3:78
 
 [options.packages.find]
diff --git a/src/tensorwaves/optimizer/callbacks.py b/src/tensorwaves/optimizer/callbacks.py
index 09dbe7f8..eb66c4e9 100644
--- a/src/tensorwaves/optimizer/callbacks.py
+++ b/src/tensorwaves/optimizer/callbacks.py
@@ -365,7 +365,7 @@ def _empty_file(stream: IO | None) -> None:
     stream.truncate()
 
 
-def _create_log(  # pyright: reportUnusedFunction=false
+def _create_log(  # pyright: ignore[reportUnusedFunction]
     optimizer: type[Optimizer],
     estimator_value: float,
     estimator_type: type[Estimator],