diff --git a/poetry.lock b/poetry.lock
index 1540a2aa..b3420926 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -14,15 +14,16 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.12.1"
+version = "4.14.1"
 description = "High-level concurrency and networking framework on top of asyncio or Trio"
 optional = false
-python-versions = ">=3.9"
-groups = ["notebooks"]
+python-versions = ">=3.10"
+groups = ["docs", "notebooks"]
 files = [
-    {file = "anyio-4.12.1-py3-none-any.whl", hash = "sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c"},
-    {file = "anyio-4.12.1.tar.gz", hash = "sha256:41cfcc3a4c85d3f05c932da7c26d0201ac36f72abd4435ba90d0464a3ffed703"},
+    {file = "anyio-4.14.1-py3-none-any.whl", hash = "sha256:4e5533c5b8ff0a24f5d7a176cbe6877129cd183893f66b537f8f227d10527d72"},
+    {file = "anyio-4.14.1.tar.gz", hash = "sha256:8d648a3544c1a700e3ff78615cd679e4c5c3f149904287e73687b2596963629e"},
 ]
+markers = {docs = "python_version >= \"3.11\""}
 
 [package.dependencies]
 exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
@@ -30,7 +31,7 @@ idna = ">=2.8"
 typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
-trio = ["trio (>=0.31.0) ; python_version < \"3.10\"", "trio (>=0.32.0) ; python_version >= \"3.10\""]
+trio = ["trio (>=0.32.0)"]
 
 [[package]]
 name = "appnope"
@@ -199,14 +200,14 @@ test = ["astroid (>=2,<5)", "pytest (<9.0)", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "async-lru"
-version = "2.2.0"
+version = "2.3.0"
 description = "Simple LRU cache for asyncio"
 optional = false
 python-versions = ">=3.10"
 groups = ["notebooks"]
 files = [
-    {file = "async_lru-2.2.0-py3-none-any.whl", hash = "sha256:e2c1cf731eba202b59c5feedaef14ffd9d02ad0037fcda64938699f2c380eafe"},
-    {file = "async_lru-2.2.0.tar.gz", hash = "sha256:80abae2a237dbc6c60861d621619af39f0d920aea306de34cb992c879e01370c"},
+    {file = "async_lru-2.3.0-py3-none-any.whl", hash = "sha256:eea27b01841909316f2cc739807acea1c623df2be8c5cfad7583286397bb8315"},
+    {file = "async_lru-2.3.0.tar.gz", hash = "sha256:89bdb258a0140d7313cf8f4031d816a042202faa61d0ab310a0a538baa1c24b6"},
 ]
 
 [package.dependencies]
@@ -214,14 +215,14 @@ typing_extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "attrs"
-version = "25.4.0"
+version = "26.1.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.9"
 groups = ["notebooks"]
 files = [
-    {file = "attrs-25.4.0-py3-none-any.whl", hash = "sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373"},
-    {file = "attrs-25.4.0.tar.gz", hash = "sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11"},
+    {file = "attrs-26.1.0-py3-none-any.whl", hash = "sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309"},
+    {file = "attrs-26.1.0.tar.gz", hash = "sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32"},
 ]
 
 [[package]]
@@ -253,14 +254,14 @@ files = [
 
 [[package]]
 name = "beautifulsoup4"
-version = "4.14.3"
+version = "4.15.0"
 description = "Screen-scraping library"
 optional = false
 python-versions = ">=3.7.0"
 groups = ["notebooks"]
 files = [
-    {file = "beautifulsoup4-4.14.3-py3-none-any.whl", hash = "sha256:0918bfe44902e6ad8d57732ba310582e98da931428d231a5ecb9e7c703a735bb"},
-    {file = "beautifulsoup4-4.14.3.tar.gz", hash = "sha256:6292b1c5186d356bba669ef9f7f051757099565ad9ada5dd630bd9de5fa7fb86"},
+    {file = "beautifulsoup4-4.15.0-py3-none-any.whl", hash = "sha256:d6f88de62e1d4e38ecb1077eb9724cd0eff29d2a08ca16a401e9b9e93f117cf9"},
+    {file = "beautifulsoup4-4.15.0.tar.gz", hash = "sha256:288e3ca7d54b06f2ac191970bc275c1939cb46d450b255bf6718b04aa37ab4f7"},
 ]
 
 [package.dependencies]
@@ -276,33 +277,33 @@ lxml = ["lxml"]
 
 [[package]]
 name = "bleach"
-version = "6.3.0"
+version = "6.4.0"
 description = "An easy safelist-based HTML-sanitizing tool."
 optional = false
 python-versions = ">=3.10"
 groups = ["notebooks"]
 files = [
-    {file = "bleach-6.3.0-py3-none-any.whl", hash = "sha256:fe10ec77c93ddf3d13a73b035abaac7a9f5e436513864ccdad516693213c65d6"},
-    {file = "bleach-6.3.0.tar.gz", hash = "sha256:6f3b91b1c0a02bb9a78b5a454c92506aa0fdf197e1d5e114d2e00c6f64306d22"},
+    {file = "bleach-6.4.0-py3-none-any.whl", hash = "sha256:4b6b6a54fff2e69a3dde9d21cc6301220bee3c3cb792187d11403fd795031081"},
+    {file = "bleach-6.4.0.tar.gz", hash = "sha256:4202482733d85cedd04e59fcb2f89f4e4c7c385a78d3c3c23c30446843a37452"},
 ]
 
 [package.dependencies]
-tinycss2 = {version = ">=1.1.0,<1.5", optional = true, markers = "extra == \"css\""}
+tinycss2 = {version = ">=1.1.0", optional = true, markers = "extra == \"css\""}
 webencodings = "*"
 
 [package.extras]
-css = ["tinycss2 (>=1.1.0,<1.5)"]
+css = ["tinycss2 (>=1.1.0)"]
 
 [[package]]
 name = "certifi"
-version = "2026.2.25"
+version = "2026.6.17"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev", "docs", "notebooks"]
 files = [
-    {file = "certifi-2026.2.25-py3-none-any.whl", hash = "sha256:027692e4402ad994f1c42e52a4997a9763c646b73e4096e4d5d6db8af1d6f0fa"},
-    {file = "certifi-2026.2.25.tar.gz", hash = "sha256:e887ab5cee78ea814d3472169153c2d12cd43b14bd03329a39a9c6e2e80bfba7"},
+    {file = "certifi-2026.6.17-py3-none-any.whl", hash = "sha256:2227dcbaafe0d2f59279d1762ddddc37783ed4354594f194ffc31d20f41fc3db"},
+    {file = "certifi-2026.6.17.tar.gz", hash = "sha256:024c88eeec92ca068db80f02b8b07c9cef7b9fe261d1d535abfd5abd6f6af432"},
 ]
 
 [[package]]
@@ -404,125 +405,141 @@ pycparser = {version = "*", markers = "implementation_name != \"PyPy\""}
 
 [[package]]
 name = "charset-normalizer"
-version = "3.4.5"
+version = "3.4.7"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev", "docs", "notebooks"]
 files = [
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 [package.dependencies]
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 ]
 
 [[package]]
 name = "decorator"
-version = "5.2.1"
+version = "5.3.1"
 description = "Decorators for Humans"
 optional = false
 python-versions = ">=3.8"
 groups = ["notebooks"]
 files = [
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 ]
 
 [[package]]
@@ -884,11 +886,12 @@ version = "0.16.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
 optional = false
 python-versions = ">=3.8"
-groups = ["notebooks"]
+groups = ["docs", "notebooks"]
 files = [
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 ]
+markers = {docs = "python_version >= \"3.11\""}
 
 [[package]]
 name = "httpcore"
@@ -896,11 +899,12 @@ version = "1.0.9"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
-groups = ["notebooks"]
+groups = ["docs", "notebooks"]
 files = [
     {file = "httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55"},
     {file = "httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8"},
 ]
+markers = {docs = "python_version >= \"3.11\""}
 
 [package.dependencies]
 certifi = "*"
@@ -918,11 +922,12 @@ version = "0.28.1"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
-groups = ["notebooks"]
+groups = ["docs", "notebooks"]
 files = [
     {file = "httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"},
     {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"},
 ]
+markers = {docs = "python_version >= \"3.11\""}
 
 [package.dependencies]
 anyio = "*"
@@ -939,18 +944,18 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "idna"
-version = "3.11"
+version = "3.18"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev", "docs", "notebooks"]
 files = [
-    {file = "idna-3.11-py3-none-any.whl", hash = "sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea"},
-    {file = "idna-3.11.tar.gz", hash = "sha256:795dafcc9c04ed0c1fb032c2aa73654d8e8c5023a7df64a53f39190ada629902"},
+    {file = "idna-3.18-py3-none-any.whl", hash = "sha256:7f952cbe720b688055e3f87de14f5c3e5fdaa8bc3928985c4077ca689de849a2"},
+    {file = "idna-3.18.tar.gz", hash = "sha256:ffb385a7e039654cef1ab9ef32c6fafe283c0c0467bba1d9029738ce4a14a848"},
 ]
 
 [package.extras]
-all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
+all = ["mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
 
 [[package]]
 name = "imagesize"
@@ -992,14 +997,14 @@ files = [
 
 [[package]]
 name = "ipykernel"
-version = "7.2.0"
+version = "7.3.0"
 description = "IPython Kernel for Jupyter"
 optional = false
 python-versions = ">=3.10"
 groups = ["notebooks"]
 files = [
-    {file = "ipykernel-7.2.0-py3-none-any.whl", hash = "sha256:3bbd4420d2b3cc105cbdf3756bfc04500b1e52f090a90716851f3916c62e1661"},
-    {file = "ipykernel-7.2.0.tar.gz", hash = "sha256:18ed160b6dee2cbb16e5f3575858bc19d8f1fe6046a9a680c708494ce31d909e"},
+    {file = "ipykernel-7.3.0-py3-none-any.whl", hash = "sha256:897eb64da762549ef610698fca5e9675195ec6ac8ec7f19d81ce1ca20c876057"},
+    {file = "ipykernel-7.3.0.tar.gz", hash = "sha256:9acaaaf97d16355166e4085afe9d225bfbdf2b7ef520f9df3be8f2b248275e09"},
 ]
 
 [package.dependencies]
@@ -1007,10 +1012,10 @@ appnope = {version = ">=0.1.2", markers = "platform_system == \"Darwin\""}
 comm = ">=0.1.1"
 debugpy = ">=1.6.5"
 ipython = ">=7.23.1"
-jupyter-client = ">=8.8.0"
+jupyter-client = ">=8.9.0"
 jupyter-core = ">=5.1,<6.0.dev0 || >=6.1.dev0"
 matplotlib-inline = ">=0.1"
-nest-asyncio = ">=1.4"
+nest-asyncio2 = ">=1.7.0"
 packaging = ">=22"
 psutil = ">=5.7"
 pyzmq = ">=25"
@@ -1019,22 +1024,22 @@ traitlets = ">=5.4.0"
 
 [package.extras]
 cov = ["coverage[toml]", "matplotlib", "pytest-cov", "trio"]
-docs = ["intersphinx-registry", "myst-parser", "pydata-sphinx-theme", "sphinx (<8.2.0)", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "trio"]
+docs = ["intersphinx-registry", "myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "trio"]
 pyqt5 = ["pyqt5"]
 pyside6 = ["pyside6"]
 test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0,<10)", "pytest-asyncio (>=0.23.5)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "ipython"
-version = "8.38.0"
+version = "8.39.0"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.10"
 groups = ["notebooks"]
 markers = "python_version == \"3.10\""
 files = [
-    {file = "ipython-8.38.0-py3-none-any.whl", hash = "sha256:750162629d800ac65bb3b543a14e7a74b0e88063eac9b92124d4b2aa3f6d8e86"},
-    {file = "ipython-8.38.0.tar.gz", hash = "sha256:9cfea8c903ce0867cc2f23199ed8545eb741f3a69420bfcf3743ad1cec856d39"},
+    {file = "ipython-8.39.0-py3-none-any.whl", hash = "sha256:bb3c51c4fa8148ab1dea07a79584d1c854e234ea44aa1283bcb37bc75054651f"},
+    {file = "ipython-8.39.0.tar.gz", hash = "sha256:4110ae96012c379b8b6db898a07e186c40a2a1ef5d57a7fa83166047d9da7624"},
 ]
 
 [package.dependencies]
@@ -1066,49 +1071,15 @@ test-extra = ["curio", "ipython[test]", "jupyter_ai", "matplotlib (!=3.2.0)", "n
 
 [[package]]
 name = "ipython"
-version = "9.10.0"
+version = "9.15.0"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.11"
 groups = ["notebooks"]
-markers = "python_version == \"3.11\""
-files = [
-    {file = "ipython-9.10.0-py3-none-any.whl", hash = "sha256:c6ab68cc23bba8c7e18e9b932797014cc61ea7fd6f19de180ab9ba73e65ee58d"},
-    {file = "ipython-9.10.0.tar.gz", hash = "sha256:cd9e656be97618a0676d058134cd44e6dc7012c0e5cb36a9ce96a8c904adaf77"},
-]
-
-[package.dependencies]
-colorama = {version = ">=0.4.4", markers = "sys_platform == \"win32\""}
-decorator = ">=4.3.2"
-ipython-pygments-lexers = ">=1.0.0"
-jedi = ">=0.18.1"
-matplotlib-inline = ">=0.1.5"
-pexpect = {version = ">4.3", markers = "sys_platform != \"win32\" and sys_platform != \"emscripten\""}
-prompt_toolkit = ">=3.0.41,<3.1.0"
-pygments = ">=2.11.0"
-stack_data = ">=0.6.0"
-traitlets = ">=5.13.0"
-typing_extensions = {version = ">=4.6", markers = "python_version < \"3.12\""}
-
-[package.extras]
-all = ["argcomplete (>=3.0)", "ipython[doc,matplotlib,terminal,test,test-extra]"]
-black = ["black"]
-doc = ["docrepr", "exceptiongroup", "intersphinx_registry", "ipykernel", "ipython[matplotlib,test]", "setuptools (>=70.0)", "sphinx (>=8.0)", "sphinx-rtd-theme (>=0.1.8)", "sphinx_toml (==0.0.4)", "typing_extensions"]
-matplotlib = ["matplotlib (>3.9)"]
-test = ["packaging (>=20.1.0)", "pytest (>=7.0.0)", "pytest-asyncio (>=1.0.0)", "setuptools (>=61.2)", "testpath (>=0.2)"]
-test-extra = ["curio", "ipykernel (>6.30)", "ipython[matplotlib]", "ipython[test]", "jupyter_ai", "nbclient", "nbformat", "numpy (>=1.27)", "pandas (>2.1)", "trio (>=0.1.0)"]
-
-[[package]]
-name = "ipython"
-version = "9.11.0"
-description = "IPython: Productive Interactive Computing"
-optional = false
-python-versions = ">=3.12"
-groups = ["notebooks"]
-markers = "python_version >= \"3.12\""
+markers = "python_version >= \"3.11\""
 files = [
-    {file = "ipython-9.11.0-py3-none-any.whl", hash = "sha256:6922d5bcf944c6e525a76a0a304451b60a2b6f875e86656d8bc2dfda5d710e19"},
-    {file = "ipython-9.11.0.tar.gz", hash = "sha256:2a94bc4406b22ecc7e4cb95b98450f3ea493a76bec8896cda11b78d7752a6667"},
+    {file = "ipython-9.15.0-py3-none-any.whl", hash = "sha256:515ad9c3cdf0c932a5a9f6245419e8aba706b7bd03c3e1d3a1c83d9351d6aa6e"},
+    {file = "ipython-9.15.0.tar.gz", hash = "sha256:da2819ce2aa83135257df830660b1176d986c3d2876db24df01974fa955b2756"},
 ]
 
 [package.dependencies]
@@ -1119,9 +1090,11 @@ jedi = ">=0.18.2"
 matplotlib-inline = ">=0.1.6"
 pexpect = {version = ">4.6", markers = "sys_platform != \"win32\" and sys_platform != \"emscripten\""}
 prompt_toolkit = ">=3.0.41,<3.1.0"
+psutil = {version = ">=7", markers = "sys_platform != \"emscripten\" and sys_platform != \"cygwin\""}
 pygments = ">=2.14.0"
 stack_data = ">=0.6.0"
 traitlets = ">=5.13.0"
+typing_extensions = {version = ">=4.6", markers = "python_version < \"3.12\""}
 
 [package.extras]
 all = ["argcomplete (>=3.0)", "ipython[doc,matplotlib,terminal,test,test-extra]", "types-decorator"]
@@ -1201,23 +1174,22 @@ colors = ["colorama"]
 
 [[package]]
 name = "jedi"
-version = "0.19.2"
+version = "0.20.0"
 description = "An autocompletion tool for Python that can be used for text editors."
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.10"
 groups = ["notebooks"]
 files = [
-    {file = "jedi-0.19.2-py2.py3-none-any.whl", hash = "sha256:a8ef22bde8490f57fe5c7681a3c83cb58874daf72b4784de3cce5b6ef6edb5b9"},
-    {file = "jedi-0.19.2.tar.gz", hash = "sha256:4770dc3de41bde3966b02eb84fbcf557fb33cce26ad23da12c742fb50ecb11f0"},
+    {file = "jedi-0.20.0-py2.py3-none-any.whl", hash = "sha256:7bdd9c2634f56713299976f4cbd59cb3fa92165cc5e05ea811fb253480728b67"},
+    {file = "jedi-0.20.0.tar.gz", hash = "sha256:c3f4ccbd276696f4b19c54618d4fb18f9fc24b0aef02acf704b23f487daa1011"},
 ]
 
 [package.dependencies]
-parso = ">=0.8.4,<0.9.0"
+parso = ">=0.8.6,<0.9.0"
 
 [package.extras]
-docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx (==1.8.5)", "sphinx-rtd-theme (==0.4.3)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"]
-qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
-testing = ["Django", "attrs", "colorama", "docopt", "pytest (<9.0.0)"]
+dev = ["Django", "attrs", "colorama", "docopt", "flake8 (==7.1.2)", "pytest (<9.0.0)", "types-setuptools (==80.9.0.20250529)", "typing-extensions", "zuban (==0.7.0)"]
+docs = ["Jinja2 (==3.1.6)", "MarkupSafe (==3.0.3)", "Pygments (==2.20.0)", "Sphinx (==9.1.0)", "alabaster (==1.0.0)", "babel (==2.18.0)", "certifi (==2026.4.22)", "charset-normalizer (==3.4.7)", "docutils (==0.22.4)", "idna (==3.13)", "imagesize (==2.0.0)", "iniconfig (==2.3.0)", "packaging (==26.2)", "pluggy (==1.6.0)", "pytest (==9.0.3)", "requests (==2.33.1)", "roman-numerals (==4.1.0)", "snowballstemmer (==3.0.1)", "sphinx-rtd-theme (==3.1.0)", "sphinxcontrib-applehelp (==2.0.0)", "sphinxcontrib-devhelp (==2.0.0)", "sphinxcontrib-htmlhelp (==2.1.0)", "sphinxcontrib-jquery (==4.1)", "sphinxcontrib-jsmath (==1.0.1)", "sphinxcontrib-qthelp (==2.0.0)", "sphinxcontrib-serializinghtml (==2.0.0)", "urllib3 (==2.6.3)"]
 
 [[package]]
 name = "jinja2"
@@ -1239,26 +1211,26 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "json5"
-version = "0.13.0"
+version = "0.15.0"
 description = "A Python implementation of the JSON5 data format."
 optional = false
 python-versions = ">=3.8.0"
 groups = ["notebooks"]
 files = [
-    {file = "json5-0.13.0-py3-none-any.whl", hash = "sha256:9a08e1dd65f6a4d4c6fa82d216cf2477349ec2346a38fd70cc11d2557499fbcc"},
-    {file = "json5-0.13.0.tar.gz", hash = "sha256:b1edf8d487721c0bf64d83c28e91280781f6e21f4a797d3261c7c828d4c165bf"},
+    {file = "json5-0.15.0-py3-none-any.whl", hash = "sha256:56636a30c0e8a4665fe2179c0212f32eae3796dea89ea6f649b9436ecdb39618"},
+    {file = "json5-0.15.0.tar.gz", hash = "sha256:7424d1f1eb1d56da6e3d70643f53619862b4ce81440bdb8ecfd6f875e5ba4a71"},
 ]
 
 [[package]]
 name = "jsonpointer"
-version = "3.0.0"
-description = "Identify specific nodes in a JSON document (RFC 6901)"
+version = "3.1.1"
+description = "Identify specific nodes in a JSON document (RFC 6901) "
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.10"
 groups = ["notebooks"]
 files = [
-    {file = "jsonpointer-3.0.0-py2.py3-none-any.whl", hash = "sha256:13e088adc14fca8b6aa8177c044e12701e6ad4b28ff10e65f2267a90109c9942"},
-    {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"},
+    {file = "jsonpointer-3.1.1-py3-none-any.whl", hash = "sha256:8ff8b95779d071ba472cf5bc913028df06031797532f08a7d5b602d8b2a488ca"},
+    {file = "jsonpointer-3.1.1.tar.gz", hash = "sha256:0b801c7db33a904024f6004d526dcc53bbb8a4a0f4e32bfd10beadf60adf1900"},
 ]
 
 [[package]]
@@ -1350,14 +1322,14 @@ test = ["copier (>=9.3,<10)", "coverage", "jinja2-time", "pytest (>=7.0)", "pyte
 
 [[package]]
 name = "jupyter-client"
-version = "8.8.0"
+version = "8.9.1"
 description = "Jupyter protocol implementation and client libraries"
 optional = false
 python-versions = ">=3.10"
 groups = ["notebooks"]
 files = [
-    {file = "jupyter_client-8.8.0-py3-none-any.whl", hash = "sha256:f93a5b99c5e23a507b773d3a1136bd6e16c67883ccdbd9a829b0bbdb98cd7d7a"},
-    {file = "jupyter_client-8.8.0.tar.gz", hash = "sha256:d556811419a4f2d96c869af34e854e3f059b7cc2d6d01a9cd9c85c267691be3e"},
+    {file = "jupyter_client-8.9.1-py3-none-any.whl", hash = "sha256:0b7a295bc46e8751e9adae84781f726c851c1d911bd793edc4a3bde942e3da81"},
+    {file = "jupyter_client-8.9.1.tar.gz", hash = "sha256:a58f730dd9e728ba16ba1d62ebccf7ffe1ebbdbce4e95cfae941b7321ae1f4fa"},
 ]
 
 [package.dependencies]
@@ -1366,6 +1338,7 @@ python-dateutil = ">=2.8.2"
 pyzmq = ">=25.0"
 tornado = ">=6.4.1"
 traitlets = ">=5.3"
+typing-extensions = ">=4.13.0"
 
 [package.extras]
 docs = ["ipykernel", "myst-parser", "pydata-sphinx-theme", "sphinx (>=4)", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
@@ -1419,14 +1392,14 @@ test = ["ipykernel", "pre-commit", "pytest (<9)", "pytest-cov", "pytest-timeout"
 
 [[package]]
 name = "jupyter-events"
-version = "0.12.0"
+version = "0.12.1"
 description = "Jupyter Event System library"
 optional = false
 python-versions = ">=3.9"
 groups = ["notebooks"]
 files = [
-    {file = "jupyter_events-0.12.0-py3-none-any.whl", hash = "sha256:6464b2fa5ad10451c3d35fabc75eab39556ae1e2853ad0c0cc31b656731a97fb"},
-    {file = "jupyter_events-0.12.0.tar.gz", hash = "sha256:fc3fce98865f6784c9cd0a56a20644fc6098f21c8c33834a8d9fe383c17e554b"},
+    {file = "jupyter_events-0.12.1-py3-none-any.whl", hash = "sha256:c366585253f537a627da52fa7ca7410c5b5301fe893f511e7b077c2d93ec8bcf"},
+    {file = "jupyter_events-0.12.1.tar.gz", hash = "sha256:faff25f77218335752f35f23c5fe6e4a392a7bd99a5939ccb9b8fbf594636cf3"},
 ]
 
 [package.dependencies]
@@ -1446,14 +1419,14 @@ test = ["click", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.19.0)", "p
 
 [[package]]
 name = "jupyter-lsp"
-version = "2.3.0"
+version = "2.3.1"
 description = "Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server"
 optional = false
 python-versions = ">=3.8"
 groups = ["notebooks"]
 files = [
-    {file = "jupyter_lsp-2.3.0-py3-none-any.whl", hash = "sha256:e914a3cb2addf48b1c7710914771aaf1819d46b2e5a79b0f917b5478ec93f34f"},
-    {file = "jupyter_lsp-2.3.0.tar.gz", hash = "sha256:458aa59339dc868fb784d73364f17dbce8836e906cd75fd471a325cba02e0245"},
+    {file = "jupyter_lsp-2.3.1-py3-none-any.whl", hash = "sha256:71b954d834e85ff3096400554f2eefaf7fe37053036f9a782b0f7c5e42dadb81"},
+    {file = "jupyter_lsp-2.3.1.tar.gz", hash = "sha256:fdf8a4aa7d85813976d6e29e95e6a2c8f752701f926f2715305249a3829805a6"},
 ]
 
 [package.dependencies]
@@ -1721,6 +1694,31 @@ files = [
     {file = "librt-0.12.0.tar.gz", hash = "sha256:cb26faedbd09c6130e9c1b64d8000efec5076ffd18d606c6cd1cf02730e6d8b0"},
 ]
 
+[[package]]
+name = "markdown-it-py"
+version = "4.2.0"
+description = "Python port of markdown-it. Markdown parsing, done right!"
+optional = false
+python-versions = ">=3.10"
+groups = ["docs"]
+markers = "python_version >= \"3.11\""
+files = [
+    {file = "markdown_it_py-4.2.0-py3-none-any.whl", hash = "sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a"},
+    {file = "markdown_it_py-4.2.0.tar.gz", hash = "sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49"},
+]
+
+[package.dependencies]
+mdurl = ">=0.1,<1.0"
+
+[package.extras]
+benchmarking = ["psutil", "pytest", "pytest-benchmark"]
+compare = ["commonmark (>=0.9,<1.0)", "markdown (>=3.4,<4.0)", "markdown-it-pyrs", "mistletoe (>=1.0,<2.0)", "mistune (>=3.0,<4.0)", "panflute (>=2.3,<3.0)"]
+linkify = ["linkify-it-py (>=1,<3)"]
+plugins = ["mdit-py-plugins (>=0.5.0)"]
+profiling = ["gprof2dot"]
+rtd = ["ipykernel", "jupyter_sphinx", "mdit-py-plugins (>=0.5.0)", "myst-parser", "pyyaml", "sphinx", "sphinx-book-theme (>=1.0,<2.0)", "sphinx-copybutton", "sphinx-design"]
+testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions", "pytest-timeout", "requests"]
+
 [[package]]
 name = "markupsafe"
 version = "3.0.3"
@@ -1822,21 +1820,21 @@ files = [
 
 [[package]]
 name = "matplotlib-inline"
-version = "0.2.1"
+version = "0.2.2"
 description = "Inline Matplotlib backend for Jupyter"
 optional = false
 python-versions = ">=3.9"
 groups = ["notebooks"]
 files = [
-    {file = "matplotlib_inline-0.2.1-py3-none-any.whl", hash = "sha256:d56ce5156ba6085e00a9d54fead6ed29a9c47e215cd1bba2e976ef39f5710a76"},
-    {file = "matplotlib_inline-0.2.1.tar.gz", hash = "sha256:e1ee949c340d771fc39e241ea75683deb94762c8fa5f2927ec57c83c4dffa9fe"},
+    {file = "matplotlib_inline-0.2.2-py3-none-any.whl", hash = "sha256:3c821cf1c209f59fb2d2d64abbf5b23b67bcb2210d663f9918dd851c6da1fcf6"},
+    {file = "matplotlib_inline-0.2.2.tar.gz", hash = "sha256:72f3fe8fce36b70d4a5b612f899090cd0401deddc4ea90e1572b9f4bfb058c79"},
 ]
 
 [package.dependencies]
 traitlets = "*"
 
 [package.extras]
-test = ["flake8", "nbdime", "nbval", "notebook", "pytest"]
+test = ["flake8", "matplotlib", "nbdime", "nbval", "notebook", "pytest"]
 
 [[package]]
 name = "mccabe"
@@ -1850,16 +1848,50 @@ files = [
     {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"},
 ]
 
+[[package]]
+name = "mdit-py-plugins"
+version = "0.6.1"
+description = "Collection of plugins for markdown-it-py"
+optional = false
+python-versions = ">=3.10"
+groups = ["docs"]
+markers = "python_version >= \"3.11\""
+files = [
+    {file = "mdit_py_plugins-0.6.1-py3-none-any.whl", hash = "sha256:214c82fb2ac524472ab6a5bcab1de80f73b50443e187f401bfd77efbc7c6481d"},
+    {file = "mdit_py_plugins-0.6.1.tar.gz", hash = "sha256:a2bca0f039f39dbd35fb74ae1b5f998608c437463371f0ff7f49a19a17a114d0"},
+]
+
+[package.dependencies]
+markdown-it-py = ">=2.0.0,<5.0.0"
+
+[package.extras]
+code-style = ["pre-commit"]
+rtd = ["myst-parser", "sphinx-book-theme"]
+testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions", "pytest-timeout"]
+
+[[package]]
+name = "mdurl"
+version = "0.1.2"
+description = "Markdown URL utilities"
+optional = false
+python-versions = ">=3.7"
+groups = ["docs"]
+markers = "python_version >= \"3.11\""
+files = [
+    {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
+    {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
+]
+
 [[package]]
 name = "mistune"
-version = "3.2.0"
+version = "3.3.2"
 description = "A sane and fast Markdown parser with useful plugins and renderers"
 optional = false
 python-versions = ">=3.8"
 groups = ["notebooks"]
 files = [
-    {file = "mistune-3.2.0-py3-none-any.whl", hash = "sha256:febdc629a3c78616b94393c6580551e0e34cc289987ec6c35ed3f4be42d0eee1"},
-    {file = "mistune-3.2.0.tar.gz", hash = "sha256:708487c8a8cdd99c9d90eb3ed4c3ed961246ff78ac82f03418f5183ab70e398a"},
+    {file = "mistune-3.3.2-py3-none-any.whl", hash = "sha256:a678a56387d487db7368ede4647cb2ba1deff22ce61f92343e4ebe0ddfce4f2d"},
+    {file = "mistune-3.3.2.tar.gz", hash = "sha256:e12ee4f1e74336e91aa1141e35f913b337c40bdf7c0cc49f21fb853a27e8b62f"},
 ]
 
 [package.dependencies]
@@ -1970,23 +2002,51 @@ files = [
     {file = "mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558"},
 ]
 
+[[package]]
+name = "myst-parser"
+version = "5.1.0"
+description = "An extended [CommonMark](https://spec.commonmark.org/) compliant parser,"
+optional = false
+python-versions = ">=3.11"
+groups = ["docs"]
+markers = "python_version >= \"3.11\""
+files = [
+    {file = "myst_parser-5.1.0-py3-none-any.whl", hash = "sha256:9c91c52b3cdb4d94a6506e4fab4e2f296c7623a0da0dcbe6de1565c3dad67a8a"},
+    {file = "myst_parser-5.1.0.tar.gz", hash = "sha256:ab69322dc6719dcc7f296479dbb70181b66df6ed315064f92dbc85c0e1bf2f02"},
+]
+
+[package.dependencies]
+docutils = ">=0.20,<0.23"
+jinja2 = "*"
+markdown-it-py = ">=4.2,<5.0"
+mdit-py-plugins = ">=0.6.1,<1.0"
+pyyaml = "*"
+sphinx = ">=8,<10"
+
+[package.extras]
+code-style = ["pre-commit (>=4.0,<5.0)"]
+linkify = ["linkify-it-py (>=2.0,<3.0)"]
+rtd = ["ipython", "sphinx (>=8)", "sphinx-autodoc2 (>=0.5.0,<0.6.0)", "sphinx-book-theme (>=1.1,<2.0)", "sphinx-copybutton", "sphinx-design", "sphinx-pyscript", "sphinx-tippy (>=0.4.3)", "sphinx-togglebutton", "sphinxext-opengraph (>=0.13.0,<0.14.0)", "sphinxext-rediraffe (>=0.3.0,<0.4.0)"]
+testing = ["beautifulsoup4", "coverage[toml]", "defusedxml", "pygments (<2.21)", "pytest (>=9,<10)", "pytest-cov", "pytest-param-files (>=0.6.0,<0.7.0)", "pytest-regressions", "sphinx-pytest (>=0.3.0,<0.4.0)"]
+testing-docutils = ["pygments", "pytest (>=9,<10)", "pytest-param-files (>=0.6.0,<0.7.0)"]
+
 [[package]]
 name = "nbclient"
-version = "0.10.4"
+version = "0.11.0"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
 optional = false
 python-versions = ">=3.10.0"
 groups = ["notebooks"]
 files = [
-    {file = "nbclient-0.10.4-py3-none-any.whl", hash = "sha256:9162df5a7373d70d606527300a95a975a47c137776cd942e52d9c7e29ff83440"},
-    {file = "nbclient-0.10.4.tar.gz", hash = "sha256:1e54091b16e6da39e297b0ece3e10f6f29f4ac4e8ee515d29f8a7099bd6553c9"},
+    {file = "nbclient-0.11.0-py3-none-any.whl", hash = "sha256:ef7fa0d59d6e1d41103933d8a445a18d5de860ca6b613b87b8574accdb3c2895"},
+    {file = "nbclient-0.11.0.tar.gz", hash = "sha256:04a134a5b087f2c5887f228aca155db50169b8cd9334dee6942c8e927e56081a"},
 ]
 
 [package.dependencies]
-jupyter-client = ">=6.1.12"
-jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
-nbformat = ">=5.1.3"
-traitlets = ">=5.4"
+jupyter-client = ">=7.0.0"
+jupyter-core = ">=5.4.0"
+nbformat = ">=5.2.0"
+traitlets = ">=5.13"
 
 [package.extras]
 dev = ["pre-commit"]
@@ -1995,14 +2055,14 @@ test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=
 
 [[package]]
 name = "nbconvert"
-version = "7.17.0"
+version = "7.17.1"
 description = "Convert Jupyter Notebooks (.ipynb files) to other formats."
 optional = false
 python-versions = ">=3.9"
 groups = ["notebooks"]
 files = [
-    {file = "nbconvert-7.17.0-py3-none-any.whl", hash = "sha256:4f99a63b337b9a23504347afdab24a11faa7d86b405e5c8f9881cd313336d518"},
-    {file = "nbconvert-7.17.0.tar.gz", hash = "sha256:1b2696f1b5be12309f6c7d707c24af604b87dfaf6d950794c7b07acab96dda78"},
+    {file = "nbconvert-7.17.1-py3-none-any.whl", hash = "sha256:aa85c087b435e7bf1ffd03319f658e285f2b89eccab33bc1ba7025495ab3e7c8"},
+    {file = "nbconvert-7.17.1.tar.gz", hash = "sha256:34d0d0a7e73ce3cbab6c5aae8f4f468797280b01fd8bd2ca746da8569eddd7d2"},
 ]
 
 [package.dependencies]
@@ -2053,15 +2113,15 @@ docs = ["myst-parser", "pydata-sphinx-theme", "sphinx", "sphinxcontrib-github-al
 test = ["pep440", "pre-commit", "pytest", "testpath"]
 
 [[package]]
-name = "nest-asyncio"
-version = "1.6.0"
+name = "nest-asyncio2"
+version = "1.7.2"
 description = "Patch asyncio to allow nested event loops"
 optional = false
 python-versions = ">=3.5"
 groups = ["notebooks"]
 files = [
-    {file = "nest_asyncio-1.6.0-py3-none-any.whl", hash = "sha256:87af6efd6b5e897c81050477ef65c62e2b2f35d51703cae01aff2905b1852e1c"},
-    {file = "nest_asyncio-1.6.0.tar.gz", hash = "sha256:6f172d5449aca15afd6c646851f4e31e02c598d553a667e38cafa997cfec55fe"},
+    {file = "nest_asyncio2-1.7.2-py3-none-any.whl", hash = "sha256:f5dfa702f3f81f6a03857e9a19e2ba578c0946a4ad417b4c50a24d7ba641fe01"},
+    {file = "nest_asyncio2-1.7.2.tar.gz", hash = "sha256:1921d70b92cc4612c374928d081552efb59b83d91b2b789d935c665fa01729a8"},
 ]
 
 [[package]]
@@ -2139,14 +2199,14 @@ files = [
 
 [[package]]
 name = "packaging"
-version = "26.0"
+version = "26.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
 groups = ["coverage", "dev", "docs", "notebooks"]
 files = [
-    {file = "packaging-26.0-py3-none-any.whl", hash = "sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529"},
-    {file = "packaging-26.0.tar.gz", hash = "sha256:00243ae351a257117b6a241061796684b084ed1c516a08c48a3f7e147a9d80b4"},
+    {file = "packaging-26.2-py3-none-any.whl", hash = "sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e"},
+    {file = "packaging-26.2.tar.gz", hash = "sha256:ff452ff5a3e828ce110190feff1178bb1f2ea2281fa2075aadb987c2fb221661"},
 ]
 
 [[package]]
@@ -2163,14 +2223,14 @@ files = [
 
 [[package]]
 name = "parso"
-version = "0.8.6"
+version = "0.8.7"
 description = "A Python Parser"
 optional = false
 python-versions = ">=3.6"
 groups = ["notebooks"]
 files = [
-    {file = "parso-0.8.6-py2.py3-none-any.whl", hash = "sha256:2c549f800b70a5c4952197248825584cb00f033b29c692671d3bf08bf380baff"},
-    {file = "parso-0.8.6.tar.gz", hash = "sha256:2b9a0332696df97d454fa67b81618fd69c35a7b90327cbe6ba5c92d2c68a7bfd"},
+    {file = "parso-0.8.7-py2.py3-none-any.whl", hash = "sha256:a8926eb2a1b915486941fdbd31e86a4baf88fe8c210f25f2f35ecec5b574ca1c"},
+    {file = "parso-0.8.7.tar.gz", hash = "sha256:eaaac4c9fdd5e9e8852dc778d2d7405897ec510f2a298071453e5e3a07914bb1"},
 ]
 
 [package.extras]
@@ -2179,21 +2239,20 @@ testing = ["docopt", "pytest"]
 
 [[package]]
 name = "pathspec"
-version = "1.0.4"
+version = "1.1.1"
 description = "Utility library for gitignore style pattern matching of file paths."
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "pathspec-1.0.4-py3-none-any.whl", hash = "sha256:fb6ae2fd4e7c921a165808a552060e722767cfa526f99ca5156ed2ce45a5c723"},
-    {file = "pathspec-1.0.4.tar.gz", hash = "sha256:0210e2ae8a21a9137c0d470578cb0e595af87edaa6ebf12ff176f14a02e0e645"},
+    {file = "pathspec-1.1.1-py3-none-any.whl", hash = "sha256:a00ce642f577bf7f473932318056212bc4f8bfdf53128c78bbd5af0b9b20b189"},
+    {file = "pathspec-1.1.1.tar.gz", hash = "sha256:17db5ecd524104a120e173814c90367a96a98d07c45b2e10c2f3919fff91bf5a"},
 ]
 
 [package.extras]
 hyperscan = ["hyperscan (>=0.7)"]
 optional = ["typing-extensions (>=4)"]
 re2 = ["google-re2 (>=1.1)"]
-tests = ["pytest (>=9)", "typing-extensions (>=4.15)"]
 
 [[package]]
 name = "pexpect"
@@ -2213,14 +2272,14 @@ ptyprocess = ">=0.5"
 
 [[package]]
 name = "platformdirs"
-version = "4.9.4"
+version = "4.10.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.10"
 groups = ["dev", "notebooks"]
 files = [
-    {file = "platformdirs-4.9.4-py3-none-any.whl", hash = "sha256:68a9a4619a666ea6439f2ff250c12a853cd1cbd5158d258bd824a7df6be2f868"},
-    {file = "platformdirs-4.9.4.tar.gz", hash = "sha256:1ec356301b7dc906d83f371c8f487070e99d3ccf9e501686456394622a01a934"},
+    {file = "platformdirs-4.10.0-py3-none-any.whl", hash = "sha256:fb516cdb12eb0d857d0cd85a7c57cea4d060bee4578d6cf5a14dfdf8cbf8784a"},
+    {file = "platformdirs-4.10.0.tar.gz", hash = "sha256:31e761a6a0ca04faf7353ea759bdba55652be214725111e5aac52dfa29d4bef7"},
 ]
 
 [[package]]
@@ -2241,14 +2300,14 @@ testing = ["coverage", "pytest", "pytest-benchmark"]
 
 [[package]]
 name = "prometheus-client"
-version = "0.24.1"
+version = "0.25.0"
 description = "Python client for the Prometheus monitoring system."
 optional = false
 python-versions = ">=3.9"
 groups = ["notebooks"]
 files = [
-    {file = "prometheus_client-0.24.1-py3-none-any.whl", hash = "sha256:150db128af71a5c2482b36e588fc8a6b95e498750da4b17065947c16070f4055"},
-    {file = "prometheus_client-0.24.1.tar.gz", hash = "sha256:7e0ced7fbbd40f7b84962d5d2ab6f17ef88a72504dcf7c0b40737b43b2a461f9"},
+    {file = "prometheus_client-0.25.0-py3-none-any.whl", hash = "sha256:d5aec89e349a6ec230805d0df882f3807f74fd6c1a2fa86864e3c2279059fed1"},
+    {file = "prometheus_client-0.25.0.tar.gz", hash = "sha256:5e373b75c31afb3c86f1a52fa1ad470c9aace18082d39ec0d2f918d11cc9ba28"},
 ]
 
 [package.extras]
@@ -2349,14 +2408,14 @@ files = [
 
 [[package]]
 name = "pygments"
-version = "2.19.2"
+version = "2.20.0"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["coverage", "dev", "docs", "notebooks"]
 files = [
-    {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
-    {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
+    {file = "pygments-2.20.0-py3-none-any.whl", hash = "sha256:81a9e26dd42fd28a23a2d169d86d7ac03b46e2f8b59ed4698fb4785f946d0176"},
+    {file = "pygments-2.20.0.tar.gz", hash = "sha256:6757cd03768053ff99f3039c1a36d6c0aa0b263438fcab17520b30a303a82b5f"},
 ]
 
 [package.extras]
@@ -2364,14 +2423,14 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pyjwt"
-version = "2.12.1"
+version = "2.13.0"
 description = "JSON Web Token implementation in Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "pyjwt-2.12.1-py3-none-any.whl", hash = "sha256:28ca37c070cad8ba8cd9790cd940535d40274d22f80ab87f3ac6a713e6e8454c"},
-    {file = "pyjwt-2.12.1.tar.gz", hash = "sha256:c74a7a2adf861c04d002db713dd85f84beb242228e671280bf709d765b03672b"},
+    {file = "pyjwt-2.13.0-py3-none-any.whl", hash = "sha256:66adcc2aff09b3f1bbd95fc1e1577df8ac8723c978552fd43304c8a290ac5728"},
+    {file = "pyjwt-2.13.0.tar.gz", hash = "sha256:41571c89ca91598c79e8ef18a2d07367d4810fbbd6f637794879baf1b7703423"},
 ]
 
 [package.dependencies]
@@ -2379,9 +2438,6 @@ typing_extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
 crypto = ["cryptography (>=3.4.0)"]
-dev = ["coverage[toml] (==7.10.7)", "cryptography (>=3.4.0)", "pre-commit", "pytest (>=8.4.2,<9.0.0)", "sphinx", "sphinx-rtd-theme", "zope.interface"]
-docs = ["sphinx", "sphinx-rtd-theme", "zope.interface"]
-tests = ["coverage[toml] (==7.10.7)", "pytest (>=8.4.2,<9.0.0)"]
 
 [[package]]
 name = "pylint"
@@ -2486,44 +2542,43 @@ six = ">=1.5"
 
 [[package]]
 name = "python-json-logger"
-version = "4.0.0"
+version = "4.1.0"
 description = "JSON Log Formatter for the Python Logging Package"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["notebooks"]
 files = [
-    {file = "python_json_logger-4.0.0-py3-none-any.whl", hash = "sha256:af09c9daf6a813aa4cc7180395f50f2a9e5fa056034c9953aec92e381c5ba1e2"},
-    {file = "python_json_logger-4.0.0.tar.gz", hash = "sha256:f58e68eb46e1faed27e0f574a55a0455eecd7b8a5b88b85a784519ba3cff047f"},
+    {file = "python_json_logger-4.1.0-py3-none-any.whl", hash = "sha256:132994765cf75bf44554be9aa49b06ef2345d23661a96720262716438141b6b2"},
+    {file = "python_json_logger-4.1.0.tar.gz", hash = "sha256:b396b9e3ed782b09ff9d6e4f1683d46c83ad0d35d2e407c09a9ebbf038f88195"},
 ]
 
 [package.extras]
-dev = ["backports.zoneinfo ; python_version < \"3.9\"", "black", "build", "freezegun", "mdx_truly_sane_lists", "mike", "mkdocs", "mkdocs-awesome-pages-plugin", "mkdocs-gen-files", "mkdocs-literate-nav", "mkdocs-material (>=8.5)", "mkdocstrings[python]", "msgspec ; implementation_name != \"pypy\"", "mypy", "orjson ; implementation_name != \"pypy\"", "pylint", "pytest", "tzdata", "validate-pyproject[all]"]
+dev = ["black", "build", "freezegun", "mdx_truly_sane_lists", "mike", "mkdocs", "mkdocs-awesome-pages-plugin", "mkdocs-gen-files", "mkdocs-literate-nav", "mkdocs-material (>=8.5)", "mkdocstrings[python]", "msgspec ; implementation_name != \"pypy\"", "mypy", "orjson ; implementation_name != \"pypy\"", "pylint", "pytest", "tzdata", "validate-pyproject[all]"]
 
 [[package]]
 name = "pywinpty"
-version = "3.0.3"
+version = "3.0.5"
 description = "Pseudo terminal support for Windows from Python."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["notebooks"]
 markers = "os_name == \"nt\""
 files = [
-    {file = "pywinpty-3.0.3-cp310-cp310-win_amd64.whl", hash = "sha256:ff05f12d775b142b11c6fe085129bdd759b61cf7d41da6c745e78e3a1ef5bf40"},
-    {file = "pywinpty-3.0.3-cp310-cp310-win_arm64.whl", hash = "sha256:340ccacb4d74278a631923794ccd758471cfc8eeeeee4610b280420a17ad1e82"},
-    {file = "pywinpty-3.0.3-cp311-cp311-win_amd64.whl", hash = "sha256:dff25a9a6435f527d7c65608a7e62783fc12076e7d44487a4911ee91be5a8ac8"},
-    {file = "pywinpty-3.0.3-cp311-cp311-win_arm64.whl", hash = "sha256:fbc1e230e5b193eef4431cba3f39996a288f9958f9c9f092c8a961d930ee8f68"},
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 python-versions = ">=3.8"
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 name = "pyzmq"
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 optional = false
 python-versions = ">=3.10"
 groups = ["notebooks"]
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+
 [[package]]
 name = "send2trash"
 version = "2.1.0"
@@ -3020,26 +3204,26 @@ files = [
 
 [[package]]
 name = "snowballstemmer"
-version = "3.0.1"
-description = "This package provides 32 stemmers for 30 languages generated from Snowball algorithms."
+version = "3.1.1"
+description = "This package provides 36 stemmers for 34 languages generated from Snowball algorithms."
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*"
+python-versions = ">=3.3"
 groups = ["docs"]
 files = [
-    {file = "snowballstemmer-3.0.1-py3-none-any.whl", hash = "sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064"},
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 ]
 
 [[package]]
 name = "soupsieve"
-version = "2.8.3"
+version = "2.8.4"
 description = "A modern CSS selector implementation for Beautiful Soup."
 optional = false
 python-versions = ">=3.9"
 groups = ["notebooks"]
 files = [
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 ]
 
 [[package]]
@@ -3185,15 +3369,15 @@ testing = ["covdefaults (>=2.3)", "coverage (>=7.13)", "defusedxml (>=0.7.1)", "
 
 [[package]]
 name = "sphinx-autodoc-typehints"
-version = "3.9.8"
+version = "3.12.1"
 description = "Type hints (PEP 484) support for the Sphinx autodoc extension"
 optional = false
 python-versions = ">=3.12"
 groups = ["docs"]
 markers = "python_version >= \"3.12\""
 files = [
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 ]
 
 [package.dependencies]
@@ -3206,6 +3390,7 @@ description = "Build a sphinx changelog from GitHub Releases"
 optional = false
 python-versions = ">=3.9"
 groups = ["docs"]
+markers = "python_version == \"3.10\""
 files = [
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@@ -3216,6 +3401,26 @@ docutils = "*"
 requests = "*"
 sphinx = "*"
 
+[[package]]
+name = "sphinx-github-changelog"
+version = "2.3.0"
+description = "Build a sphinx changelog from GitHub Releases"
+optional = false
+python-versions = ">=3.11"
+groups = ["docs"]
+markers = "python_version >= \"3.11\""
+files = [
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+    {file = "sphinx_github_changelog-2.3.0.tar.gz", hash = "sha256:704a6dfca5426b70b0bbcfb426937cb900935a69c0343690af8602bd50d100f8"},
+]
+
+[package.dependencies]
+docutils = "*"
+httpx = "*"
+myst-parser = ">=5.1.0"
+sphinx = "*"
+tenacity = "*"
+
 [[package]]
 name = "sphinx-rtd-theme"
 version = "3.1.0"
@@ -3371,6 +3576,23 @@ pure-eval = "*"
 [package.extras]
 tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
+[[package]]
+name = "tenacity"
+version = "9.1.4"
+description = "Retry code until it succeeds"
+optional = false
+python-versions = ">=3.10"
+groups = ["docs"]
+markers = "python_version >= \"3.11\""
+files = [
+    {file = "tenacity-9.1.4-py3-none-any.whl", hash = "sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55"},
+    {file = "tenacity-9.1.4.tar.gz", hash = "sha256:adb31d4c263f2bd041081ab33b498309a57c77f9acf2db65aadf0898179cf93a"},
+]
+
+[package.extras]
+doc = ["reno", "sphinx"]
+test = ["pytest", "tornado (>=4.5)", "typeguard"]
+
 [[package]]
 name = "terminado"
 version = "0.18.1"
@@ -3395,21 +3617,21 @@ typing = ["mypy (>=1.6,<2.0)", "traitlets (>=5.11.1)"]
 
 [[package]]
 name = "tinycss2"
-version = "1.4.0"
+version = "1.5.1"
 description = "A tiny CSS parser"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["notebooks"]
 files = [
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+    {file = "tinycss2-1.5.1-py3-none-any.whl", hash = "sha256:3415ba0f5839c062696996998176c4a3751d18b7edaaeeb658c9ce21ec150661"},
+    {file = "tinycss2-1.5.1.tar.gz", hash = "sha256:d339d2b616ba90ccce58da8495a78f46e55d4d25f9fd71dfd526f07e7d53f957"},
 ]
 
 [package.dependencies]
 webencodings = ">=0.4"
 
 [package.extras]
-doc = ["sphinx", "sphinx_rtd_theme"]
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 test = ["pytest", "ruff"]
 
 [[package]]
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 [[package]]
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-version = "0.14.0"
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 description = "Style preserving TOML library"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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+version = "6.5.7"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
 optional = false
 python-versions = ">=3.9"
 groups = ["notebooks"]
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 ]
 
 [[package]]
 name = "traitlets"
-version = "5.14.3"
+version = "5.15.1"
 description = "Traitlets Python configuration system"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["notebooks"]
 files = [
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 ]
 
 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
-test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<8.2)", "pytest-mock", "pytest-mypy-testing"]
+test = ["argcomplete (>=3.0.3)", "mypy (>=1.17.0,<1.19)", "pre-commit", "pytest (>=7.0,<8.2)", "pytest-mock", "pytest-mypy-testing"]
 
 [[package]]
 name = "typing-extensions"
-version = "4.15.0"
+version = "4.16.0"
 description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "coverage", "dev", "notebooks"]
+groups = ["main", "coverage", "dev", "docs", "notebooks"]
 files = [
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 ]
-markers = {main = "python_version == \"3.10\"", coverage = "python_version == \"3.10\""}
+markers = {main = "python_version == \"3.10\"", coverage = "python_version == \"3.10\"", docs = "python_version >= \"3.11\" and python_version < \"3.13\""}
 
 [[package]]
 name = "tzdata"
-version = "2025.3"
+version = "2026.2"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 groups = ["notebooks"]
 files = [
-    {file = "tzdata-2025.3-py2.py3-none-any.whl", hash = "sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1"},
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+    {file = "tzdata-2026.2-py2.py3-none-any.whl", hash = "sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7"},
+    {file = "tzdata-2026.2.tar.gz", hash = "sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10"},
 ]
 
 [[package]]
@@ -3675,14 +3897,14 @@ dev = ["flake8", "flake8-annotations", "flake8-bandit", "flake8-bugbear", "flake
 
 [[package]]
 name = "urllib3"
-version = "2.6.3"
+version = "2.7.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main", "dev", "docs", "notebooks"]
 files = [
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-    {file = "urllib3-2.6.3.tar.gz", hash = "sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed"},
+    {file = "urllib3-2.7.0-py3-none-any.whl", hash = "sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897"},
+    {file = "urllib3-2.7.0.tar.gz", hash = "sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c"},
 ]
 
 [package.extras]
@@ -3693,14 +3915,14 @@ zstd = ["backports-zstd (>=1.0.0) ; python_version < \"3.14\""]
 
 [[package]]
 name = "wcwidth"
-version = "0.6.0"
+version = "0.8.2"
 description = "Measures the displayed width of unicode strings in a terminal"
 optional = false
 python-versions = ">=3.8"
 groups = ["notebooks"]
 files = [
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+    {file = "wcwidth-0.8.2-py3-none-any.whl", hash = "sha256:d63947694a0539a1d51e01eda7caf800c291020e6cdd7e28ad7b14dd33ad4f85"},
+    {file = "wcwidth-0.8.2.tar.gz", hash = "sha256:91fbef97204b96a3d4d421609b80340b760cf33e26da123ff243d76b1fda8dda"},
 ]
 
 [[package]]