From 6f9a1d4d45fd7db45eebccbef26d82950db0b33f Mon Sep 17 00:00:00 2001
From: Remco de Boer <29308176+redeboer@users.noreply.github.com>
Date: Sat, 2 Dec 2023 18:08:33 +0100
Subject: [PATCH 1/9] MAINT: test package on Python 3.12

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

diff --git a/pyproject.toml b/pyproject.toml
index 96b3d857..246e9797 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -17,6 +17,7 @@ classifiers = [
     "Operating System :: OS Independent",
     "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
     "Programming Language :: Python :: 3.8",
     "Programming Language :: Python :: 3.9",
     "Programming Language :: Python",
@@ -202,6 +203,7 @@ preview = true
 target-version = [
     "py310",
     "py311",
+    "py312",
     "py38",
     "py39",
 ]

From c5bce30d7a1b45d7635bf45bd09de5543c4e9ead Mon Sep 17 00:00:00 2001
From: Remco de Boer <29308176+redeboer@users.noreply.github.com>
Date: Sat, 2 Dec 2023 18:23:57 +0100
Subject: [PATCH 2/9] MAINT: trigger requirements workflow

---
 .constraints/py3.12.txt | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 .constraints/py3.12.txt

diff --git a/.constraints/py3.12.txt b/.constraints/py3.12.txt
new file mode 100644
index 00000000..e69de29b

From 700b7fff5cc98cb76cec99ff321e86d81661a325 Mon Sep 17 00:00:00 2001
From: GitHub <noreply@github.com>
Date: Tue, 12 Mar 2024 19:47:18 +0000
Subject: [PATCH 3/9] MAINT: update pip constraints and pre-commit

---
 .constraints/py3.10.txt |  68 +++++------
 .constraints/py3.11.txt |  68 +++++------
 .constraints/py3.12.txt | 245 ++++++++++++++++++++++++++++++++++++++++
 .constraints/py3.8.txt  |  52 ++++-----
 .constraints/py3.9.txt  |  70 ++++++------
 .pre-commit-config.yaml |   4 +-
 6 files changed, 367 insertions(+), 140 deletions(-)

diff --git a/.constraints/py3.10.txt b/.constraints/py3.10.txt
index d322f498..27488fe5 100644
--- a/.constraints/py3.10.txt
+++ b/.constraints/py3.10.txt
@@ -1,5 +1,5 @@
 # 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
+#    uv pip compile pyproject.toml -o .constraints/py3.10.txt --all-extras --color=always --no-annotate --python-version=3.10 --no-emit-package setuptools
 absl-py==2.1.0
 accessible-pygments==0.0.4
 alabaster==0.7.16
@@ -26,7 +26,7 @@ charset-normalizer==3.3.2
 click==8.1.7
 cloudpickle==3.0.0
 colorama==0.4.6
-comm==0.2.1
+comm==0.2.2
 contourpy==1.2.0
 coverage==7.4.3
 cycler==0.12.1
@@ -42,18 +42,16 @@ execnet==2.0.2
 executing==2.0.1
 fastjsonschema==2.19.1
 filelock==3.13.1
-flatbuffers==24.3.6
+flatbuffers==24.3.7
 fonttools==4.49.0
 fqdn==1.5.1
 gast==0.5.4
 gitdb==4.0.11
 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==1.62.0
+grpcio==1.62.1
 h11==0.14.0
 h5py==3.10.0
 hepunits==2.3.3
@@ -82,23 +80,23 @@ jsonschema==4.21.1
 jsonschema-specifications==2023.12.1
 jupyter==1.0.0
 jupyter-cache==1.0.0
-jupyter-client==8.6.0
+jupyter-client==8.6.1
 jupyter-console==6.6.3
-jupyter-core==5.7.1
-jupyter-events==0.9.0
+jupyter-core==5.7.2
+jupyter-events==0.9.1
 jupyter-lsp==2.2.4
 jupyter-server==2.13.0
 jupyter-server-mathjax==0.2.6
-jupyter-server-terminals==0.5.2
+jupyter-server-terminals==0.5.3
 jupyterlab==4.1.4
 jupyterlab-code-formatter==2.2.1
 jupyterlab-git==0.50.0
 jupyterlab-lsp==5.1.0
 jupyterlab-myst==2.3.1
 jupyterlab-pygments==0.3.0
-jupyterlab-server==2.25.3
+jupyterlab-server==2.25.4
 jupyterlab-widgets==3.0.10
-keras==2.15.0
+keras==3.0.5
 kiwisolver==1.4.5
 libclang==16.0.6
 livereload==2.6.3
@@ -112,16 +110,17 @@ matplotlib-inline==0.1.6
 mdit-py-plugins==0.4.0
 mdurl==0.1.2
 mistune==3.0.2
-ml-dtypes==0.2.0
+ml-dtypes==0.3.2
 mpmath==1.3.0
-mypy==1.8.0
+mypy==1.9.0
 mypy-extensions==1.0.0
 myst-nb==1.0.0
 myst-parser==2.0.0
+namex==0.0.7
 nbclient==0.6.8
 nbconvert==7.16.2
 nbdime==4.0.1
-nbformat==5.9.2
+nbformat==5.10.2
 nbmake==1.5.3
 nest-asyncio==1.6.0
 nodeenv==1.8.0
@@ -129,10 +128,9 @@ 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
+packaging==24.0
 pandas==2.2.1
 pandocfilters==1.5.1
 parso==0.8.3
@@ -151,15 +149,13 @@ psutil==5.9.8
 ptyprocess==0.7.0
 pure-eval==0.2.2
 py-cpuinfo==9.0.0
-pyarrow==15.0.0
-pyasn1==0.5.1
-pyasn1-modules==0.3.0
+pyarrow==15.0.1
 pycparser==2.21
 pydata-sphinx-theme==0.15.2
 pygments==2.17.2
 pyparsing==3.1.2
 pyproject-api==1.6.1
-pytest==8.0.2
+pytest==8.1.1
 pytest-benchmark==4.0.0
 pytest-cov==4.1.0
 pytest-mock==3.12.0
@@ -179,13 +175,12 @@ qtconsole==5.5.1
 qtpy==2.4.1
 referencing==0.33.0
 requests==2.31.0
-requests-oauthlib==1.3.1
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
+rich==13.7.1
 rope==1.12.0
 rpds-py==0.18.0
-rsa==4.9
-ruff==0.3.1
+ruff==0.3.2
 scipy==1.12.0
 send2trash==1.8.2
 six==1.16.0
@@ -214,25 +209,24 @@ sqlalchemy==2.0.28
 stack-data==0.6.3
 sympy==1.12
 tabulate==0.9.0
-tensorboard==2.15.2
+tensorboard==2.16.2
 tensorboard-data-server==0.7.2
-tensorflow==2.15.0
-tensorflow-estimator==2.15.0
+tensorflow==2.16.1
 tensorflow-io-gcs-filesystem==0.36.0
-tensorflow-probability==0.23.0
+tensorflow-probability==0.24.0
 termcolor==2.4.0
-terminado==0.18.0
+terminado==0.18.1
 tinycss2==1.2.1
 tomli==2.0.1
 tornado==6.4
 tox==4.14.1
 tqdm==4.66.2
-traitlets==5.14.1
-types-protobuf==4.24.0.20240302
-types-python-dateutil==2.8.19.20240106
-types-pyyaml==6.0.12.12
-types-requests==2.31.0.20240218
-types-tensorflow==2.15.0.20240303
+traitlets==5.14.2
+types-protobuf==4.24.0.20240311
+types-python-dateutil==2.8.19.20240311
+types-pyyaml==6.0.12.20240311
+types-requests==2.31.0.20240311
+types-tensorflow==2.15.0.20240311
 types-tqdm==4.66.0.20240106
 typing-extensions==4.10.0
 tzdata==2024.1
@@ -245,9 +239,9 @@ webcolors==1.13
 webencodings==0.5.1
 websocket-client==1.7.0
 werkzeug==3.0.1
-wheel==0.42.0
+wheel==0.43.0
 widgetsnbextension==4.0.10
-wrapt==1.14.1
+wrapt==1.16.0
 zipp==3.17.0
 
 # The following packages were excluded from the output:
diff --git a/.constraints/py3.11.txt b/.constraints/py3.11.txt
index 8ca40c16..0750fd5f 100644
--- a/.constraints/py3.11.txt
+++ b/.constraints/py3.11.txt
@@ -1,5 +1,5 @@
 # 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
+#    uv pip compile pyproject.toml -o .constraints/py3.11.txt --all-extras --color=always --no-annotate --python-version=3.11 --no-emit-package setuptools
 absl-py==2.1.0
 accessible-pygments==0.0.4
 alabaster==0.7.16
@@ -26,7 +26,7 @@ charset-normalizer==3.3.2
 click==8.1.7
 cloudpickle==3.0.0
 colorama==0.4.6
-comm==0.2.1
+comm==0.2.2
 contourpy==1.2.0
 coverage==7.4.3
 cycler==0.12.1
@@ -41,18 +41,16 @@ execnet==2.0.2
 executing==2.0.1
 fastjsonschema==2.19.1
 filelock==3.13.1
-flatbuffers==24.3.6
+flatbuffers==24.3.7
 fonttools==4.49.0
 fqdn==1.5.1
 gast==0.5.4
 gitdb==4.0.11
 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==1.62.0
+grpcio==1.62.1
 h11==0.14.0
 h5py==3.10.0
 hepunits==2.3.3
@@ -81,23 +79,23 @@ jsonschema==4.21.1
 jsonschema-specifications==2023.12.1
 jupyter==1.0.0
 jupyter-cache==1.0.0
-jupyter-client==8.6.0
+jupyter-client==8.6.1
 jupyter-console==6.6.3
-jupyter-core==5.7.1
-jupyter-events==0.9.0
+jupyter-core==5.7.2
+jupyter-events==0.9.1
 jupyter-lsp==2.2.4
 jupyter-server==2.13.0
 jupyter-server-mathjax==0.2.6
-jupyter-server-terminals==0.5.2
+jupyter-server-terminals==0.5.3
 jupyterlab==4.1.4
 jupyterlab-code-formatter==2.2.1
 jupyterlab-git==0.50.0
 jupyterlab-lsp==5.1.0
 jupyterlab-myst==2.3.1
 jupyterlab-pygments==0.3.0
-jupyterlab-server==2.25.3
+jupyterlab-server==2.25.4
 jupyterlab-widgets==3.0.10
-keras==2.15.0
+keras==3.0.5
 kiwisolver==1.4.5
 libclang==16.0.6
 livereload==2.6.3
@@ -111,16 +109,17 @@ matplotlib-inline==0.1.6
 mdit-py-plugins==0.4.0
 mdurl==0.1.2
 mistune==3.0.2
-ml-dtypes==0.2.0
+ml-dtypes==0.3.2
 mpmath==1.3.0
-mypy==1.8.0
+mypy==1.9.0
 mypy-extensions==1.0.0
 myst-nb==1.0.0
 myst-parser==2.0.0
+namex==0.0.7
 nbclient==0.6.8
 nbconvert==7.16.2
 nbdime==4.0.1
-nbformat==5.9.2
+nbformat==5.10.2
 nbmake==1.5.3
 nest-asyncio==1.6.0
 nodeenv==1.8.0
@@ -128,10 +127,9 @@ 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
+packaging==24.0
 pandas==2.2.1
 pandocfilters==1.5.1
 parso==0.8.3
@@ -150,15 +148,13 @@ psutil==5.9.8
 ptyprocess==0.7.0
 pure-eval==0.2.2
 py-cpuinfo==9.0.0
-pyarrow==15.0.0
-pyasn1==0.5.1
-pyasn1-modules==0.3.0
+pyarrow==15.0.1
 pycparser==2.21
 pydata-sphinx-theme==0.15.2
 pygments==2.17.2
 pyparsing==3.1.2
 pyproject-api==1.6.1
-pytest==8.0.2
+pytest==8.1.1
 pytest-benchmark==4.0.0
 pytest-cov==4.1.0
 pytest-mock==3.12.0
@@ -178,13 +174,12 @@ qtconsole==5.5.1
 qtpy==2.4.1
 referencing==0.33.0
 requests==2.31.0
-requests-oauthlib==1.3.1
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
+rich==13.7.1
 rope==1.12.0
 rpds-py==0.18.0
-rsa==4.9
-ruff==0.3.1
+ruff==0.3.2
 scipy==1.12.0
 send2trash==1.8.2
 six==1.16.0
@@ -213,24 +208,23 @@ sqlalchemy==2.0.28
 stack-data==0.6.3
 sympy==1.12
 tabulate==0.9.0
-tensorboard==2.15.2
+tensorboard==2.16.2
 tensorboard-data-server==0.7.2
-tensorflow==2.15.0
-tensorflow-estimator==2.15.0
+tensorflow==2.16.1
 tensorflow-io-gcs-filesystem==0.36.0
-tensorflow-probability==0.23.0
+tensorflow-probability==0.24.0
 termcolor==2.4.0
-terminado==0.18.0
+terminado==0.18.1
 tinycss2==1.2.1
 tornado==6.4
 tox==4.14.1
 tqdm==4.66.2
-traitlets==5.14.1
-types-protobuf==4.24.0.20240302
-types-python-dateutil==2.8.19.20240106
-types-pyyaml==6.0.12.12
-types-requests==2.31.0.20240218
-types-tensorflow==2.15.0.20240303
+traitlets==5.14.2
+types-protobuf==4.24.0.20240311
+types-python-dateutil==2.8.19.20240311
+types-pyyaml==6.0.12.20240311
+types-requests==2.31.0.20240311
+types-tensorflow==2.15.0.20240311
 types-tqdm==4.66.0.20240106
 typing-extensions==4.10.0
 tzdata==2024.1
@@ -243,9 +237,9 @@ webcolors==1.13
 webencodings==0.5.1
 websocket-client==1.7.0
 werkzeug==3.0.1
-wheel==0.42.0
+wheel==0.43.0
 widgetsnbextension==4.0.10
-wrapt==1.14.1
+wrapt==1.16.0
 zipp==3.17.0
 
 # The following packages were excluded from the output:
diff --git a/.constraints/py3.12.txt b/.constraints/py3.12.txt
index e69de29b..187aa64c 100644
--- a/.constraints/py3.12.txt
+++ b/.constraints/py3.12.txt
@@ -0,0 +1,245 @@
+# This file was autogenerated by uv via the following command:
+#    uv pip compile pyproject.toml -o .constraints/py3.12.txt --all-extras --color=always --no-annotate --python-version=3.12 --no-emit-package setuptools
+absl-py==2.1.0
+accessible-pygments==0.0.4
+alabaster==0.7.16
+ampform==0.15.0
+anyio==4.3.0
+argon2-cffi==23.1.0
+argon2-cffi-bindings==21.2.0
+arrow==1.3.0
+asttokens==2.4.1
+astunparse==1.6.3
+async-lru==2.0.4
+attrs==23.2.0
+babel==2.14.0
+beautifulsoup4==4.12.3
+black==24.2.0
+bleach==6.1.0
+cachetools==5.3.3
+cattrs==23.2.3
+certifi==2024.2.2
+cffi==1.16.0
+cfgv==3.4.0
+chardet==5.2.0
+charset-normalizer==3.3.2
+click==8.1.7
+cloudpickle==3.0.0
+colorama==0.4.6
+comm==0.2.2
+contourpy==1.2.0
+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==0.15
+docutils==0.20.1
+execnet==2.0.2
+executing==2.0.1
+fastjsonschema==2.19.1
+filelock==3.13.1
+flatbuffers==24.3.7
+fonttools==4.49.0
+fqdn==1.5.1
+gast==0.5.4
+gitdb==4.0.11
+gitpython==3.1.42
+google-pasta==0.2.0
+graphviz==0.20.1
+greenlet==3.0.3
+grpcio==1.62.1
+h11==0.14.0
+h5py==3.10.0
+hepunits==2.3.3
+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==7.0.2
+iniconfig==2.0.0
+ipykernel==6.29.3
+ipympl==0.9.3
+ipython==8.22.2
+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
+jedi==0.19.1
+jinja2==3.1.3
+json5==0.9.22
+jsonpointer==2.4
+jsonschema==4.21.1
+jsonschema-specifications==2023.12.1
+jupyter==1.0.0
+jupyter-cache==1.0.0
+jupyter-client==8.6.1
+jupyter-console==6.6.3
+jupyter-core==5.7.2
+jupyter-events==0.9.1
+jupyter-lsp==2.2.4
+jupyter-server==2.13.0
+jupyter-server-mathjax==0.2.6
+jupyter-server-terminals==0.5.3
+jupyterlab==4.1.4
+jupyterlab-code-formatter==2.2.1
+jupyterlab-git==0.50.0
+jupyterlab-lsp==5.1.0
+jupyterlab-myst==2.3.1
+jupyterlab-pygments==0.3.0
+jupyterlab-server==2.25.4
+jupyterlab-widgets==3.0.10
+keras==3.0.5
+kiwisolver==1.4.5
+libclang==16.0.6
+livereload==2.6.3
+llvmlite==0.42.0
+lsprotocol==2023.0.1
+markdown==3.5.2
+markdown-it-py==3.0.0
+markupsafe==2.1.5
+matplotlib==3.8.3
+matplotlib-inline==0.1.6
+mdit-py-plugins==0.4.0
+mdurl==0.1.2
+mistune==3.0.2
+ml-dtypes==0.3.2
+mpmath==1.3.0
+mypy==1.9.0
+mypy-extensions==1.0.0
+myst-nb==1.0.0
+myst-parser==2.0.0
+namex==0.0.7
+nbclient==0.6.8
+nbconvert==7.16.2
+nbdime==4.0.1
+nbformat==5.10.2
+nbmake==1.5.3
+nest-asyncio==1.6.0
+nodeenv==1.8.0
+notebook==7.1.1
+notebook-shim==0.2.4
+numba==0.59.0
+numpy==1.26.4
+opt-einsum==3.3.0
+overrides==7.7.0
+packaging==24.0
+pandas==2.2.1
+pandocfilters==1.5.1
+parso==0.8.3
+particle==0.23.1
+pathspec==0.12.1
+pexpect==4.9.0
+phasespace==1.9.0
+pillow==10.2.0
+platformdirs==4.2.0
+pluggy==1.4.0
+pre-commit==3.6.2
+prometheus-client==0.20.0
+prompt-toolkit==3.0.43
+protobuf==4.25.3
+psutil==5.9.8
+ptyprocess==0.7.0
+pure-eval==0.2.2
+py-cpuinfo==9.0.0
+pyarrow==15.0.1
+pycparser==2.21
+pydata-sphinx-theme==0.15.2
+pygments==2.17.2
+pyparsing==3.1.2
+pyproject-api==1.6.1
+pytest==8.1.1
+pytest-benchmark==4.0.0
+pytest-cov==4.1.0
+pytest-mock==3.12.0
+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==1.10.0
+pytoolconfig==1.3.1
+pytz==2024.1
+pyyaml==6.0.1
+pyzmq==25.1.2
+qrules==0.10.1
+qtconsole==5.5.1
+qtpy==2.4.1
+referencing==0.33.0
+requests==2.31.0
+rfc3339-validator==0.1.4
+rfc3986-validator==0.1.1
+rich==13.7.1
+rope==1.12.0
+rpds-py==0.18.0
+ruff==0.3.2
+scipy==1.12.0
+send2trash==1.8.2
+six==1.16.0
+smmap==5.0.1
+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==1.1.2
+sphinx-codeautolink==0.15.0
+sphinx-comments==0.0.3
+sphinx-copybutton==0.5.2
+sphinx-design==0.5.0
+sphinx-thebe==0.3.1
+sphinx-togglebutton==0.3.2
+sphinxcontrib-applehelp==1.0.8
+sphinxcontrib-devhelp==1.0.6
+sphinxcontrib-htmlhelp==2.0.5
+sphinxcontrib-jsmath==1.0.1
+sphinxcontrib-qthelp==1.0.7
+sphinxcontrib-serializinghtml==1.1.10
+sphobjinv==2.3.1
+sqlalchemy==2.0.28
+stack-data==0.6.3
+sympy==1.12
+tabulate==0.9.0
+tensorboard==2.16.2
+tensorboard-data-server==0.7.2
+tensorflow==2.16.1
+tensorflow-probability==0.24.0
+termcolor==2.4.0
+terminado==0.18.1
+tinycss2==1.2.1
+tornado==6.4
+tox==4.14.1
+tqdm==4.66.2
+traitlets==5.14.2
+types-protobuf==4.24.0.20240311
+types-python-dateutil==2.8.19.20240311
+types-pyyaml==6.0.12.20240311
+types-requests==2.31.0.20240311
+types-tensorflow==2.15.0.20240311
+types-tqdm==4.66.0.20240106
+typing-extensions==4.10.0
+tzdata==2024.1
+ujson==5.9.0
+uri-template==1.3.0
+urllib3==2.2.1
+virtualenv==20.25.1
+wcwidth==0.2.13
+webcolors==1.13
+webencodings==0.5.1
+websocket-client==1.7.0
+werkzeug==3.0.1
+wheel==0.43.0
+widgetsnbextension==4.0.10
+wrapt==1.16.0
+zipp==3.17.0
+
+# The following packages were excluded from the output:
+# setuptools
diff --git a/.constraints/py3.8.txt b/.constraints/py3.8.txt
index 5720efe6..7cf7e7b8 100644
--- a/.constraints/py3.8.txt
+++ b/.constraints/py3.8.txt
@@ -1,5 +1,5 @@
 # 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
+#    uv pip compile pyproject.toml -o .constraints/py3.8.txt --all-extras --color=always --no-annotate --python-version=3.8 --no-emit-package setuptools
 absl-py==2.1.0
 accessible-pygments==0.0.4
 alabaster==0.7.13
@@ -27,7 +27,7 @@ charset-normalizer==3.3.2
 click==8.1.7
 cloudpickle==3.0.0
 colorama==0.4.6
-comm==0.2.1
+comm==0.2.2
 contourpy==1.1.1
 coverage==7.4.3
 cycler==0.12.1
@@ -43,18 +43,18 @@ execnet==2.0.2
 executing==2.0.1
 fastjsonschema==2.19.1
 filelock==3.13.1
-flatbuffers==24.3.6
+flatbuffers==24.3.7
 fonttools==4.49.0
 fqdn==1.5.1
 gast==0.4.0
 gitdb==4.0.11
 gitpython==3.1.42
-google-auth==2.28.1
+google-auth==2.28.2
 google-auth-oauthlib==0.4.6
 google-pasta==0.2.0
 graphviz==0.20.1
 greenlet==3.0.3
-grpcio==1.62.0
+grpcio==1.62.1
 h11==0.14.0
 h5py==3.10.0
 hepunits==2.3.3
@@ -65,7 +65,7 @@ idna==3.6
 imagesize==1.4.1
 iminuit==2.25.2
 importlib-metadata==7.0.2
-importlib-resources==6.1.3
+importlib-resources==6.2.0
 iniconfig==2.0.0
 ipykernel==6.29.3
 ipympl==0.9.3
@@ -84,21 +84,21 @@ jsonschema==4.21.1
 jsonschema-specifications==2023.12.1
 jupyter==1.0.0
 jupyter-cache==0.6.1
-jupyter-client==8.6.0
+jupyter-client==8.6.1
 jupyter-console==6.6.3
-jupyter-core==5.7.1
-jupyter-events==0.9.0
+jupyter-core==5.7.2
+jupyter-events==0.9.1
 jupyter-lsp==2.2.4
 jupyter-server==2.13.0
 jupyter-server-mathjax==0.2.6
-jupyter-server-terminals==0.5.2
+jupyter-server-terminals==0.5.3
 jupyterlab==4.1.4
 jupyterlab-code-formatter==2.2.1
 jupyterlab-git==0.50.0
 jupyterlab-lsp==5.1.0
 jupyterlab-myst==2.3.1
 jupyterlab-pygments==0.3.0
-jupyterlab-server==2.25.3
+jupyterlab-server==2.25.4
 jupyterlab-widgets==3.0.10
 keras==2.11.0
 kiwisolver==1.4.5
@@ -116,14 +116,14 @@ mdurl==0.1.2
 mistune==3.0.2
 ml-dtypes==0.2.0
 mpmath==1.3.0
-mypy==1.8.0
+mypy==1.9.0
 mypy-extensions==1.0.0
 myst-nb==0.17.2
 myst-parser==0.18.1
 nbclient==0.6.8
 nbconvert==7.16.2
 nbdime==4.0.1
-nbformat==5.9.2
+nbformat==5.10.2
 nbmake==1.5.3
 nest-asyncio==1.6.0
 nodeenv==1.8.0
@@ -134,7 +134,7 @@ numpy==1.24.4
 oauthlib==3.2.2
 opt-einsum==3.3.0
 overrides==7.7.0
-packaging==23.2
+packaging==24.0
 pandas==2.0.3
 pandocfilters==1.5.1
 parso==0.8.3
@@ -155,7 +155,7 @@ psutil==5.9.8
 ptyprocess==0.7.0
 pure-eval==0.2.2
 py-cpuinfo==9.0.0
-pyarrow==15.0.0
+pyarrow==15.0.1
 pyasn1==0.5.1
 pyasn1-modules==0.3.0
 pycparser==2.21
@@ -163,7 +163,7 @@ pydata-sphinx-theme==0.14.4
 pygments==2.17.2
 pyparsing==3.1.2
 pyproject-api==1.6.1
-pytest==8.0.2
+pytest==8.1.1
 pytest-benchmark==4.0.0
 pytest-cov==4.1.0
 pytest-mock==3.12.0
@@ -183,13 +183,13 @@ qtconsole==5.5.1
 qtpy==2.4.1
 referencing==0.33.0
 requests==2.31.0
-requests-oauthlib==1.3.1
+requests-oauthlib==1.4.0
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rope==1.12.0
 rpds-py==0.18.0
 rsa==4.9
-ruff==0.3.1
+ruff==0.3.2
 scipy==1.10.1
 send2trash==1.8.2
 six==1.16.0
@@ -226,18 +226,18 @@ tensorflow-estimator==2.11.0
 tensorflow-io-gcs-filesystem==0.34.0
 tensorflow-probability==0.20.1
 termcolor==2.4.0
-terminado==0.18.0
+terminado==0.18.1
 tinycss2==1.2.1
 tomli==2.0.1
 tornado==6.4
 tox==4.14.1
 tqdm==4.66.2
-traitlets==5.14.1
-types-protobuf==4.24.0.20240302
-types-python-dateutil==2.8.19.20240106
-types-pyyaml==6.0.12.12
-types-requests==2.31.0.20240218
-types-tensorflow==2.15.0.20240303
+traitlets==5.14.2
+types-protobuf==4.24.0.20240311
+types-python-dateutil==2.8.19.20240311
+types-pyyaml==6.0.12.20240311
+types-requests==2.31.0.20240311
+types-tensorflow==2.15.0.20240311
 types-tqdm==4.66.0.20240106
 typing-extensions==4.10.0
 tzdata==2024.1
@@ -250,7 +250,7 @@ webcolors==1.13
 webencodings==0.5.1
 websocket-client==1.7.0
 werkzeug==3.0.1
-wheel==0.42.0
+wheel==0.43.0
 widgetsnbextension==4.0.10
 wrapt==1.16.0
 zipp==3.17.0
diff --git a/.constraints/py3.9.txt b/.constraints/py3.9.txt
index e33d7e93..31df0068 100644
--- a/.constraints/py3.9.txt
+++ b/.constraints/py3.9.txt
@@ -1,5 +1,5 @@
 # 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
+#    uv pip compile pyproject.toml -o .constraints/py3.9.txt --all-extras --color=always --no-annotate --python-version=3.9 --no-emit-package setuptools
 absl-py==2.1.0
 accessible-pygments==0.0.4
 alabaster==0.7.16
@@ -26,7 +26,7 @@ charset-normalizer==3.3.2
 click==8.1.7
 cloudpickle==3.0.0
 colorama==0.4.6
-comm==0.2.1
+comm==0.2.2
 contourpy==1.2.0
 coverage==7.4.3
 cycler==0.12.1
@@ -42,18 +42,16 @@ execnet==2.0.2
 executing==2.0.1
 fastjsonschema==2.19.1
 filelock==3.13.1
-flatbuffers==24.3.6
+flatbuffers==24.3.7
 fonttools==4.49.0
 fqdn==1.5.1
 gast==0.5.4
 gitdb==4.0.11
 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==1.62.0
+grpcio==1.62.1
 h11==0.14.0
 h5py==3.10.0
 hepunits==2.3.3
@@ -64,7 +62,7 @@ idna==3.6
 imagesize==1.4.1
 iminuit==2.25.2
 importlib-metadata==7.0.2
-importlib-resources==6.1.3
+importlib-resources==6.2.0
 iniconfig==2.0.0
 ipykernel==6.29.3
 ipympl==0.9.3
@@ -83,23 +81,23 @@ jsonschema==4.21.1
 jsonschema-specifications==2023.12.1
 jupyter==1.0.0
 jupyter-cache==1.0.0
-jupyter-client==8.6.0
+jupyter-client==8.6.1
 jupyter-console==6.6.3
-jupyter-core==5.7.1
-jupyter-events==0.9.0
+jupyter-core==5.7.2
+jupyter-events==0.9.1
 jupyter-lsp==2.2.4
 jupyter-server==2.13.0
 jupyter-server-mathjax==0.2.6
-jupyter-server-terminals==0.5.2
+jupyter-server-terminals==0.5.3
 jupyterlab==4.1.4
 jupyterlab-code-formatter==2.2.1
 jupyterlab-git==0.50.0
 jupyterlab-lsp==5.1.0
 jupyterlab-myst==2.3.1
 jupyterlab-pygments==0.3.0
-jupyterlab-server==2.25.3
+jupyterlab-server==2.25.4
 jupyterlab-widgets==3.0.10
-keras==2.15.0
+keras==3.0.5
 kiwisolver==1.4.5
 libclang==16.0.6
 livereload==2.6.3
@@ -113,16 +111,17 @@ matplotlib-inline==0.1.6
 mdit-py-plugins==0.4.0
 mdurl==0.1.2
 mistune==3.0.2
-ml-dtypes==0.2.0
+ml-dtypes==0.3.2
 mpmath==1.3.0
-mypy==1.8.0
+mypy==1.9.0
 mypy-extensions==1.0.0
 myst-nb==1.0.0
 myst-parser==2.0.0
+namex==0.0.7
 nbclient==0.6.8
 nbconvert==7.16.2
 nbdime==4.0.1
-nbformat==5.9.2
+nbformat==5.10.2
 nbmake==1.5.3
 nest-asyncio==1.6.0
 nodeenv==1.8.0
@@ -130,10 +129,9 @@ 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
+packaging==24.0
 pandas==2.2.1
 pandocfilters==1.5.1
 parso==0.8.3
@@ -152,15 +150,13 @@ psutil==5.9.8
 ptyprocess==0.7.0
 pure-eval==0.2.2
 py-cpuinfo==9.0.0
-pyarrow==15.0.0
-pyasn1==0.5.1
-pyasn1-modules==0.3.0
+pyarrow==15.0.1
 pycparser==2.21
 pydata-sphinx-theme==0.15.2
 pygments==2.17.2
 pyparsing==3.1.2
 pyproject-api==1.6.1
-pytest==8.0.2
+pytest==8.1.1
 pytest-benchmark==4.0.0
 pytest-cov==4.1.0
 pytest-mock==3.12.0
@@ -180,13 +176,12 @@ qtconsole==5.5.1
 qtpy==2.4.1
 referencing==0.33.0
 requests==2.31.0
-requests-oauthlib==1.3.1
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
+rich==13.7.1
 rope==1.12.0
 rpds-py==0.18.0
-rsa==4.9
-ruff==0.3.1
+ruff==0.3.2
 scipy==1.12.0
 send2trash==1.8.2
 six==1.16.0
@@ -215,25 +210,24 @@ sqlalchemy==2.0.28
 stack-data==0.6.3
 sympy==1.12
 tabulate==0.9.0
-tensorboard==2.15.2
+tensorboard==2.16.2
 tensorboard-data-server==0.7.2
-tensorflow==2.15.0
-tensorflow-estimator==2.15.0
+tensorflow==2.16.1
 tensorflow-io-gcs-filesystem==0.36.0
-tensorflow-probability==0.23.0
+tensorflow-probability==0.24.0
 termcolor==2.4.0
-terminado==0.18.0
+terminado==0.18.1
 tinycss2==1.2.1
 tomli==2.0.1
 tornado==6.4
 tox==4.14.1
 tqdm==4.66.2
-traitlets==5.14.1
-types-protobuf==4.24.0.20240302
-types-python-dateutil==2.8.19.20240106
-types-pyyaml==6.0.12.12
-types-requests==2.31.0.20240218
-types-tensorflow==2.15.0.20240303
+traitlets==5.14.2
+types-protobuf==4.24.0.20240311
+types-python-dateutil==2.8.19.20240311
+types-pyyaml==6.0.12.20240311
+types-requests==2.31.0.20240311
+types-tensorflow==2.15.0.20240311
 types-tqdm==4.66.0.20240106
 typing-extensions==4.10.0
 tzdata==2024.1
@@ -246,9 +240,9 @@ webcolors==1.13
 webencodings==0.5.1
 websocket-client==1.7.0
 werkzeug==3.0.1
-wheel==0.42.0
+wheel==0.43.0
 widgetsnbextension==4.0.10
-wrapt==1.14.1
+wrapt==1.16.0
 zipp==3.17.0
 
 # The following packages were excluded from the output:
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 9217a793..4e2b1661 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -60,7 +60,7 @@ repos:
           - --extras-require=doc,jax,pwa,viz
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.3.1
+    rev: v0.3.2
     hooks:
       - id: ruff
         args: [--fix]
@@ -152,6 +152,6 @@ repos:
           - python
 
   - repo: https://github.com/ComPWA/mirrors-pyright
-    rev: v1.1.352
+    rev: v1.1.353
     hooks:
       - id: pyright

From 9b6caf1d7657241b1eb8de492571bdaabaf82ac6 Mon Sep 17 00:00:00 2001
From: Remco de Boer <29308176+redeboer@users.noreply.github.com>
Date: Tue, 12 Mar 2024 21:33:33 +0100
Subject: [PATCH 4/9] FIX: remove `PytestRemovedIn8Warning` ignore

---
 pyproject.toml | 1 -
 1 file changed, 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 42b3345f..1a86c9e7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -268,7 +268,6 @@ filterwarnings = [
     "ignore:.*the imp module is deprecated in favour of importlib.*:DeprecationWarning",
     "ignore:Passing a schema to Validator.iter_errors is deprecated.*:DeprecationWarning",
     "ignore:Please use `spmatrix` from the `scipy.sparse` namespace.*:DeprecationWarning",
-    "ignore:The .* argument to NotebookFile is deprecated.*:pytest.PytestRemovedIn8Warning",
     "ignore:The distutils package is deprecated and slated for removal.*:DeprecationWarning",
     "ignore:divide by zero encountered in divide:RuntimeWarning",
     "ignore:divide by zero encountered in true_divide:RuntimeWarning",

From 3fb43f6a93605b2528b1bc6a983c84f647778df5 Mon Sep 17 00:00:00 2001
From: GitHub <noreply@github.com>
Date: Tue, 12 Mar 2024 20:38:06 +0000
Subject: [PATCH 5/9] MAINT: update pip constraints and pre-commit

---
 .constraints/py3.10.txt | 2 +-
 .constraints/py3.11.txt | 2 +-
 .constraints/py3.12.txt | 2 +-
 .constraints/py3.8.txt  | 2 +-
 .constraints/py3.9.txt  | 2 +-
 5 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/.constraints/py3.10.txt b/.constraints/py3.10.txt
index 27488fe5..27716ac0 100644
--- a/.constraints/py3.10.txt
+++ b/.constraints/py3.10.txt
@@ -1,5 +1,5 @@
 # This file was autogenerated by uv via the following command:
-#    uv pip compile pyproject.toml -o .constraints/py3.10.txt --all-extras --color=always --no-annotate --python-version=3.10 --no-emit-package setuptools
+#    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
diff --git a/.constraints/py3.11.txt b/.constraints/py3.11.txt
index 0750fd5f..bad5668b 100644
--- a/.constraints/py3.11.txt
+++ b/.constraints/py3.11.txt
@@ -1,5 +1,5 @@
 # This file was autogenerated by uv via the following command:
-#    uv pip compile pyproject.toml -o .constraints/py3.11.txt --all-extras --color=always --no-annotate --python-version=3.11 --no-emit-package setuptools
+#    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
diff --git a/.constraints/py3.12.txt b/.constraints/py3.12.txt
index 187aa64c..7b3a9b5d 100644
--- a/.constraints/py3.12.txt
+++ b/.constraints/py3.12.txt
@@ -1,5 +1,5 @@
 # This file was autogenerated by uv via the following command:
-#    uv pip compile pyproject.toml -o .constraints/py3.12.txt --all-extras --color=always --no-annotate --python-version=3.12 --no-emit-package setuptools
+#    uv pip compile pyproject.toml -o .constraints/py3.12.txt --all-extras --no-annotate --python-version=3.12 --no-emit-package setuptools
 absl-py==2.1.0
 accessible-pygments==0.0.4
 alabaster==0.7.16
diff --git a/.constraints/py3.8.txt b/.constraints/py3.8.txt
index 7cf7e7b8..e057f358 100644
--- a/.constraints/py3.8.txt
+++ b/.constraints/py3.8.txt
@@ -1,5 +1,5 @@
 # This file was autogenerated by uv via the following command:
-#    uv pip compile pyproject.toml -o .constraints/py3.8.txt --all-extras --color=always --no-annotate --python-version=3.8 --no-emit-package setuptools
+#    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
diff --git a/.constraints/py3.9.txt b/.constraints/py3.9.txt
index 31df0068..3ba7a990 100644
--- a/.constraints/py3.9.txt
+++ b/.constraints/py3.9.txt
@@ -1,5 +1,5 @@
 # This file was autogenerated by uv via the following command:
-#    uv pip compile pyproject.toml -o .constraints/py3.9.txt --all-extras --color=always --no-annotate --python-version=3.9 --no-emit-package setuptools
+#    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

From e1e4468f783e98cd60e1333359a8f9f42652992c Mon Sep 17 00:00:00 2001
From: GitHub <noreply@github.com>
Date: Sat, 6 Apr 2024 09:56:10 +0000
Subject: [PATCH 6/9] MAINT: update pip constraints and pre-commit

---
 .constraints/py3.12.txt | 95 +++++++++++++++++++++--------------------
 1 file changed, 48 insertions(+), 47 deletions(-)

diff --git a/.constraints/py3.12.txt b/.constraints/py3.12.txt
index 7b3a9b5d..1333880b 100644
--- a/.constraints/py3.12.txt
+++ b/.constraints/py3.12.txt
@@ -14,7 +14,7 @@ async-lru==2.0.4
 attrs==23.2.0
 babel==2.14.0
 beautifulsoup4==4.12.3
-black==24.2.0
+black==24.3.0
 bleach==6.1.0
 cachetools==5.3.3
 cattrs==23.2.3
@@ -27,8 +27,8 @@ click==8.1.7
 cloudpickle==3.0.0
 colorama==0.4.6
 comm==0.2.2
-contourpy==1.2.0
-coverage==7.4.3
+contourpy==1.2.1
+coverage==7.4.4
 cycler==0.12.1
 debugpy==1.8.1
 decorator==5.1.1
@@ -37,43 +37,43 @@ 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==4.49.0
+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==0.9.22
+json5==0.9.24
 jsonpointer==2.4
 jsonschema==4.21.1
 jsonschema-specifications==2023.12.1
@@ -82,29 +82,29 @@ jupyter-cache==1.0.0
 jupyter-client==8.6.1
 jupyter-console==6.6.3
 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
 jupyter-server-terminals==0.5.3
-jupyterlab==4.1.4
+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
-libclang==16.0.6
+libclang==18.1.1
 livereload==2.6.3
 llvmlite==0.42.0
 lsprotocol==2023.0.1
-markdown==3.5.2
+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
@@ -117,30 +117,31 @@ 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==5.10.2
+nbformat==5.10.4
 nbmake==1.5.3
 nest-asyncio==1.6.0
 nodeenv==1.8.0
-notebook==7.1.1
+notebook==7.1.2
 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
 pandas==2.2.1
 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
@@ -148,23 +149,23 @@ psutil==5.9.8
 ptyprocess==0.7.0
 pure-eval==0.2.2
 py-cpuinfo==9.0.0
-pyarrow==15.0.1
-pycparser==2.21
+pyarrow==15.0.2
+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-benchmark==4.0.0
-pytest-cov==4.1.0
-pytest-mock==3.12.0
+pytest-cov==5.0.0
+pytest-mock==3.14.0
 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==1.10.0
+python-lsp-server==1.11.0
 pytoolconfig==1.3.1
 pytz==2024.1
 pyyaml==6.0.1
@@ -172,15 +173,15 @@ pyzmq==25.1.2
 qrules==0.10.1
 qtconsole==5.5.1
 qtpy==2.4.1
-referencing==0.33.0
+referencing==0.34.0
 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==0.3.2
-scipy==1.12.0
+ruff==0.3.5
+scipy==1.13.0
 send2trash==1.8.2
 six==1.16.0
 smmap==5.0.1
@@ -204,7 +205,7 @@ sphinxcontrib-jsmath==1.0.1
 sphinxcontrib-qthelp==1.0.7
 sphinxcontrib-serializinghtml==1.1.10
 sphobjinv==2.3.1
-sqlalchemy==2.0.28
+sqlalchemy==2.0.29
 stack-data==0.6.3
 sympy==1.12
 tabulate==0.9.0
@@ -216,16 +217,16 @@ 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-protobuf==4.24.0.20240311
-types-python-dateutil==2.8.19.20240311
+types-python-dateutil==2.9.0.20240316
 types-pyyaml==6.0.12.20240311
-types-requests==2.31.0.20240311
-types-tensorflow==2.15.0.20240311
+types-requests==2.31.0.20240406
+types-tensorflow==2.15.0.20240314
 types-tqdm==4.66.0.20240106
-typing-extensions==4.10.0
+typing-extensions==4.11.0
 tzdata==2024.1
 ujson==5.9.0
 uri-template==1.3.0
@@ -235,11 +236,11 @@ 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
-zipp==3.17.0
+zipp==3.18.1
 
 # The following packages were excluded from the output:
 # setuptools

From 47549724228aff5c983c5fa2f82c36094280a781 Mon Sep 17 00:00:00 2001
From: GitHub <noreply@github.com>
Date: Mon, 24 Jun 2024 07:46:30 +0000
Subject: [PATCH 7/9] MAINT: update pip constraints and pre-commit

---
 .constraints/py3.12.txt | 211 ++++++++++++++++++++--------------------
 1 file changed, 107 insertions(+), 104 deletions(-)

diff --git a/.constraints/py3.12.txt b/.constraints/py3.12.txt
index 1333880b..41825a1e 100644
--- a/.constraints/py3.12.txt
+++ b/.constraints/py3.12.txt
@@ -1,10 +1,10 @@
 # This file was autogenerated by uv via the following command:
 #    uv pip compile pyproject.toml -o .constraints/py3.12.txt --all-extras --no-annotate --python-version=3.12 --no-emit-package setuptools
 absl-py==2.1.0
-accessible-pygments==0.0.4
+accessible-pygments==0.0.5
 alabaster==0.7.16
-ampform==0.15.0
-anyio==4.3.0
+ampform==0.15.4
+anyio==4.4.0
 argon2-cffi==23.1.0
 argon2-cffi-bindings==21.2.0
 arrow==1.3.0
@@ -12,13 +12,13 @@ asttokens==2.4.1
 astunparse==1.6.3
 async-lru==2.0.4
 attrs==23.2.0
-babel==2.14.0
+babel==2.15.0
 beautifulsoup4==4.12.3
-black==24.3.0
+black==24.4.2
 bleach==6.1.0
 cachetools==5.3.3
 cattrs==23.2.3
-certifi==2024.2.2
+certifi==2024.6.2
 cffi==1.16.0
 cfgv==3.4.0
 chardet==5.2.0
@@ -28,7 +28,7 @@ cloudpickle==3.0.0
 colorama==0.4.6
 comm==0.2.2
 contourpy==1.2.1
-coverage==7.4.4
+coverage==7.5.4
 cycler==0.12.1
 debugpy==1.8.1
 decorator==5.1.1
@@ -36,13 +36,13 @@ defusedxml==0.7.1
 distlib==0.3.8
 dm-tree==0.1.8
 docstring-to-markdown==0.15
-docutils==0.20.1
-execnet==2.1.0
+docutils==0.21.2
+execnet==2.1.1
 executing==2.0.1
-fastjsonschema==2.19.1
-filelock==3.13.3
+fastjsonschema==2.20.0
+filelock==3.15.4
 flatbuffers==24.3.25
-fonttools==4.51.0
+fonttools==4.53.0
 fqdn==1.5.1
 gast==0.5.4
 gitdb==4.0.11
@@ -50,152 +50,151 @@ gitpython==3.1.43
 google-pasta==0.2.0
 graphviz==0.20.3
 greenlet==3.0.3
-grpcio==1.62.1
+grpcio==1.64.1
 h11==0.14.0
-h5py==3.10.0
-hepunits==2.3.3
+h5py==3.11.0
+hepunits==2.3.4
 httpcore==1.0.5
 httpx==0.27.0
-identify==2.5.35
-idna==3.6
+identify==2.5.36
+idna==3.7
 imagesize==1.4.1
-iminuit==2.25.2
-importlib-metadata==7.1.0
+iminuit==2.26.0
+importlib-metadata==7.2.1
 iniconfig==2.0.0
 ipykernel==6.29.4
-ipympl==0.9.3
-ipython==8.23.0
+ipympl==0.9.4
+ipython==8.25.0
 ipython-genutils==0.2.0
-ipywidgets==8.1.2
+ipywidgets==8.1.3
 isoduration==20.11.0
 isort==5.13.2
-jax==0.4.26
-jaxlib==0.4.26
+jax==0.4.30
+jaxlib==0.4.30
 jedi==0.19.1
-jinja2==3.1.3
-json5==0.9.24
-jsonpointer==2.4
-jsonschema==4.21.1
+jinja2==3.1.4
+json5==0.9.25
+jsonpointer==3.0.0
+jsonschema==4.22.0
 jsonschema-specifications==2023.12.1
 jupyter==1.0.0
 jupyter-cache==1.0.0
-jupyter-client==8.6.1
+jupyter-client==8.6.2
 jupyter-console==6.6.3
 jupyter-core==5.7.2
 jupyter-events==0.10.0
-jupyter-lsp==2.2.4
-jupyter-server==2.13.0
+jupyter-lsp==2.2.5
+jupyter-server==2.14.1
 jupyter-server-mathjax==0.2.6
 jupyter-server-terminals==0.5.3
-jupyterlab==4.1.5
+jupyterlab==4.2.2
 jupyterlab-code-formatter==2.2.1
-jupyterlab-git==0.50.0
+jupyterlab-git==0.50.1
 jupyterlab-lsp==5.1.0
-jupyterlab-myst==2.3.2
+jupyterlab-myst==2.4.2
 jupyterlab-pygments==0.3.0
-jupyterlab-server==2.25.4
-jupyterlab-widgets==3.0.10
-keras==3.1.1
+jupyterlab-server==2.27.2
+jupyterlab-widgets==3.0.11
+keras==3.3.3
 kiwisolver==1.4.5
 libclang==18.1.1
-livereload==2.6.3
-llvmlite==0.42.0
+llvmlite==0.43.0
 lsprotocol==2023.0.1
 markdown==3.6
 markdown-it-py==3.0.0
 markupsafe==2.1.5
-matplotlib==3.8.4
-matplotlib-inline==0.1.6
-mdit-py-plugins==0.4.0
+matplotlib==3.9.0
+matplotlib-inline==0.1.7
+mdit-py-plugins==0.4.1
 mdurl==0.1.2
 mistune==3.0.2
 ml-dtypes==0.3.2
 mpmath==1.3.0
-mypy==1.9.0
+mypy==1.10.0
 mypy-extensions==1.0.0
-myst-nb==1.0.0
-myst-parser==2.0.0
-namex==0.0.7
+myst-nb==1.1.0
+myst-parser==3.0.1
+namex==0.0.8
 nbclient==0.6.8
-nbconvert==7.16.3
+nbconvert==7.16.4
 nbdime==4.0.1
 nbformat==5.10.4
-nbmake==1.5.3
+nbmake==1.5.4
 nest-asyncio==1.6.0
-nodeenv==1.8.0
-notebook==7.1.2
+nodeenv==1.9.1
+notebook==7.2.1
 notebook-shim==0.2.4
-numba==0.59.1
+numba==0.60.0
 numpy==1.26.4
 opt-einsum==3.3.0
 optree==0.11.0
 overrides==7.7.0
-packaging==24.0
-pandas==2.2.1
+packaging==24.1
+pandas==2.2.2
 pandocfilters==1.5.1
 parso==0.8.4
-particle==0.23.1
+particle==0.24.0
 pathspec==0.12.1
 pexpect==4.9.0
-phasespace==1.9.0
+phasespace==1.10.3
 pillow==10.3.0
-platformdirs==4.2.0
-pluggy==1.4.0
-pre-commit==3.7.0
+platformdirs==4.2.2
+pluggy==1.5.0
+pre-commit==3.7.1
 prometheus-client==0.20.0
-prompt-toolkit==3.0.43
+prompt-toolkit==3.0.47
 protobuf==4.25.3
-psutil==5.9.8
+psutil==6.0.0
 ptyprocess==0.7.0
 pure-eval==0.2.2
 py-cpuinfo==9.0.0
-pyarrow==15.0.2
+pyarrow==16.1.0
 pycparser==2.22
-pydata-sphinx-theme==0.15.2
-pygments==2.17.2
+pydata-sphinx-theme==0.15.3
+pygments==2.18.0
 pyparsing==3.1.2
-pyproject-api==1.6.1
-pytest==8.1.1
+pyproject-api==1.7.1
+pytest==8.2.2
 pytest-benchmark==4.0.0
 pytest-cov==5.0.0
 pytest-mock==3.14.0
-pytest-xdist==3.5.0
-python-constraint==1.3.1
+pytest-xdist==3.6.1
+python-constraint2==2.0.0b5
 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-ruff==2.2.1
 python-lsp-server==1.11.0
 pytoolconfig==1.3.1
 pytz==2024.1
 pyyaml==6.0.1
-pyzmq==25.1.2
-qrules==0.10.1
-qtconsole==5.5.1
+pyzmq==26.0.3
+qrules==0.10.2
+qtconsole==5.5.2
 qtpy==2.4.1
-referencing==0.34.0
-requests==2.31.0
+referencing==0.35.1
+requests==2.32.3
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rich==13.7.1
 rope==1.13.0
-rpds-py==0.18.0
-ruff==0.3.5
-scipy==1.13.0
-send2trash==1.8.2
+rpds-py==0.18.1
+ruff==0.4.10
+scipy==1.13.1
+send2trash==1.8.3
 six==1.16.0
 smmap==5.0.1
 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==1.1.2
-sphinx-codeautolink==0.15.0
+sphinx==7.3.7
+sphinx-api-relink==0.0.9
+sphinx-autobuild==2024.4.16
+sphinx-book-theme==1.1.3
+sphinx-codeautolink==0.15.2
 sphinx-comments==0.0.3
 sphinx-copybutton==0.5.2
-sphinx-design==0.5.0
+sphinx-design==0.6.0
 sphinx-thebe==0.3.1
 sphinx-togglebutton==0.3.2
 sphinxcontrib-applehelp==1.0.8
@@ -204,10 +203,11 @@ sphinxcontrib-htmlhelp==2.0.5
 sphinxcontrib-jsmath==1.0.1
 sphinxcontrib-qthelp==1.0.7
 sphinxcontrib-serializinghtml==1.1.10
-sphobjinv==2.3.1
-sqlalchemy==2.0.29
+sphobjinv==2.3.1.1
+sqlalchemy==2.0.31
 stack-data==0.6.3
-sympy==1.12
+starlette==0.37.2
+sympy==1.12.1
 tabulate==0.9.0
 tensorboard==2.16.2
 tensorboard-data-server==0.7.2
@@ -215,32 +215,35 @@ tensorflow==2.16.1
 tensorflow-probability==0.24.0
 termcolor==2.4.0
 terminado==0.18.1
-tinycss2==1.2.1
-tornado==6.4
-tox==4.14.2
-tqdm==4.66.2
-traitlets==5.14.2
-types-protobuf==4.24.0.20240311
+tinycss2==1.3.0
+tornado==6.4.1
+tox==4.15.1
+tqdm==4.66.4
+traitlets==5.14.3
+types-protobuf==5.26.0.20240422
 types-python-dateutil==2.9.0.20240316
 types-pyyaml==6.0.12.20240311
-types-requests==2.31.0.20240406
-types-tensorflow==2.15.0.20240314
-types-tqdm==4.66.0.20240106
-typing-extensions==4.11.0
+types-requests==2.32.0.20240622
+types-tensorflow==2.16.0.20240618
+types-tqdm==4.66.0.20240417
+typing-extensions==4.12.2
 tzdata==2024.1
-ujson==5.9.0
+ujson==5.10.0
 uri-template==1.3.0
-urllib3==2.2.1
-virtualenv==20.25.1
+urllib3==2.2.2
+uvicorn==0.30.1
+virtualenv==20.26.3
+watchfiles==0.22.0
 wcwidth==0.2.13
-webcolors==1.13
+webcolors==24.6.0
 webencodings==0.5.1
-websocket-client==1.7.0
-werkzeug==3.0.2
+websocket-client==1.8.0
+websockets==12.0
+werkzeug==3.0.3
 wheel==0.43.0
-widgetsnbextension==4.0.10
+widgetsnbextension==4.0.11
 wrapt==1.16.0
-zipp==3.18.1
+zipp==3.19.2
 
 # The following packages were excluded from the output:
 # setuptools

From 01f6612e915b7ee89adcc2f6d83b52d8a16e5b5f Mon Sep 17 00:00:00 2001
From: Remco de Boer <29308176+redeboer@users.noreply.github.com>
Date: Mon, 24 Jun 2024 09:54:55 +0200
Subject: [PATCH 8/9] MAINT: ignore `google._upb._message.MessageMapContainer`
 deprecation warning

---
 pyproject.toml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/pyproject.toml b/pyproject.toml
index e453534d..50c3b6ee 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -265,6 +265,7 @@ filterwarnings = [
     "error",
     "ignore: `np.bool8` is a deprecated alias for `np.bool_`.*:DeprecationWarning",
     "ignore:.* is deprecated and will be removed in Pillow 10.*:DeprecationWarning",
+    "ignore:.*Type google\\._upb\\._message\\.MessageMapContainer uses PyType_Spec with a metaclass that has custom tp_new:DeprecationWarning",
     "ignore:.*Using or importing the ABCs.*:DeprecationWarning",
     "ignore:.*the imp module is deprecated in favour of importlib.*:DeprecationWarning",
     "ignore:Passing a schema to Validator.iter_errors is deprecated.*:DeprecationWarning",

From 72679346102df23e32bd4d4d628e7c61a3140e24 Mon Sep 17 00:00:00 2001
From: Remco de Boer <29308176+redeboer@users.noreply.github.com>
Date: Mon, 24 Jun 2024 10:03:00 +0200
Subject: [PATCH 9/9] MAINT: generalize deprecation warning regex match

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 50c3b6ee..9366af7b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -265,7 +265,7 @@ filterwarnings = [
     "error",
     "ignore: `np.bool8` is a deprecated alias for `np.bool_`.*:DeprecationWarning",
     "ignore:.* is deprecated and will be removed in Pillow 10.*:DeprecationWarning",
-    "ignore:.*Type google\\._upb\\._message\\.MessageMapContainer uses PyType_Spec with a metaclass that has custom tp_new:DeprecationWarning",
+    "ignore:.*Type google\\._upb\\..*This is deprecated.*",
     "ignore:.*Using or importing the ABCs.*:DeprecationWarning",
     "ignore:.*the imp module is deprecated in favour of importlib.*:DeprecationWarning",
     "ignore:Passing a schema to Validator.iter_errors is deprecated.*:DeprecationWarning",