diff --git a/poetry.lock b/poetry.lock
index 87c13d0116..431e056c7e 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.4 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand.
 
 [[package]]
 name = "absl-py"
@@ -183,15 +183,15 @@ test = ["dateparser (==1.*)", "pre-commit", "pytest", "pytest-cov", "pytest-mock
 
 [[package]]
 name = "astroid"
-version = "4.0.1"
+version = "4.0.2"
 description = "An abstract syntax tree for Python with inference support."
 optional = true
 python-versions = ">=3.10.0"
 groups = ["main"]
 markers = "extra == \"dev\" or extra == \"docs\""
 files = [
-    {file = "astroid-4.0.1-py3-none-any.whl", hash = "sha256:37ab2f107d14dc173412327febf6c78d39590fdafcb44868f03b6c03452e3db0"},
-    {file = "astroid-4.0.1.tar.gz", hash = "sha256:0d778ec0def05b935e198412e62f9bcca8b3b5c39fdbe50b0ba074005e477aab"},
+    {file = "astroid-4.0.2-py3-none-any.whl", hash = "sha256:d7546c00a12efc32650b19a2bb66a153883185d3179ab0d4868086f807338b9b"},
+    {file = "astroid-4.0.2.tar.gz", hash = "sha256:ac8fb7ca1c08eb9afec91ccc23edbd8ac73bb22cbdd7da1d488d9fb8d6579070"},
 ]
 
 [package.dependencies]
@@ -323,35 +323,39 @@ lxml = ["lxml"]
 
 [[package]]
 name = "black"
-version = "25.9.0"
+version = "25.11.0"
 description = "The uncompromising code formatter."
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"dev\" or extra == \"docs\""
 files = [
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+    {file = "black-25.11.0-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:92285c37b93a1698dcbc34581867b480f1ba3a7b92acf1fe0467b04d7a4da0dc"},
+    {file = "black-25.11.0-cp39-cp39-win_amd64.whl", hash = "sha256:43945853a31099c7c0ff8dface53b4de56c41294fa6783c0441a8b1d9bf668bc"},
+    {file = "black-25.11.0-py3-none-any.whl", hash = "sha256:e3f562da087791e96cefcd9dda058380a442ab322a02e222add53736451f604b"},
+    {file = "black-25.11.0.tar.gz", hash = "sha256:9a323ac32f5dc75ce7470501b887250be5005a01602e931a15e45593f70f6e08"},
 ]
 
 [package.dependencies]
@@ -360,7 +364,7 @@ mypy-extensions = ">=0.4.3"
 packaging = ">=22.0"
 pathspec = ">=0.9.0"
 platformdirs = ">=2"
-pytokens = ">=0.1.10"
+pytokens = ">=0.3.0"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
 typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
 
@@ -372,15 +376,15 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "bleach"
-version = "6.2.0"
+version = "6.3.0"
 description = "An easy safelist-based HTML-sanitizing tool."
 optional = true
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 markers = "extra == \"dev\" or extra == \"docs\""
 files = [
-    {file = "bleach-6.2.0-py3-none-any.whl", hash = "sha256:117d9c6097a7c3d22fd578fcd8d35ff1e125df6736f554da4e432fdd63f31e5e"},
-    {file = "bleach-6.2.0.tar.gz", hash = "sha256:123e894118b8a599fd80d3ec1a6d4cc7ce4e5882b1317a7e1ba69b56e95f991f"},
+    {file = "bleach-6.3.0-py3-none-any.whl", hash = "sha256:fe10ec77c93ddf3d13a73b035abaac7a9f5e436513864ccdad516693213c65d6"},
+    {file = "bleach-6.3.0.tar.gz", hash = "sha256:6f3b91b1c0a02bb9a78b5a454c92506aa0fdf197e1d5e114d2e00c6f64306d22"},
 ]
 
 [package.dependencies]
@@ -392,18 +396,18 @@ css = ["tinycss2 (>=1.1.0,<1.5)"]
 
 [[package]]
 name = "boto3"
-version = "1.40.58"
+version = "1.40.70"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "boto3-1.40.58-py3-none-any.whl", hash = "sha256:951515c1ea0ae9e99e56c3b6f408a2f59e1b57fab4d96dab737e73956f729177"},
-    {file = "boto3-1.40.58.tar.gz", hash = "sha256:5a99c0bd2e282af4afde1af10d8838b397120722b6b685f0c0fa6b8cac351304"},
+    {file = "boto3-1.40.70-py3-none-any.whl", hash = "sha256:e8c2f4f4cb36297270f1023ebe5b100333e0e88ab6457a9687d80143d2e15bf9"},
+    {file = "boto3-1.40.70.tar.gz", hash = "sha256:191443707b391232ed15676bf6bba7e53caec1e71aafa12ccad2e825c5ee15cc"},
 ]
 
 [package.dependencies]
-botocore = ">=1.40.58,<1.41.0"
+botocore = ">=1.40.70,<1.41.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.14.0,<0.15.0"
 
@@ -412,14 +416,14 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.40.58"
+version = "1.40.70"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "botocore-1.40.58-py3-none-any.whl", hash = "sha256:2571ca3aec8150e1b5a597794da6fd06284de72f29d3ea806804b798755f2e5a"},
-    {file = "botocore-1.40.58.tar.gz", hash = "sha256:cf2de7f5538f23c8067408a984ed32221e8b196ce98e66945a479d06b2663c33"},
+    {file = "botocore-1.40.70-py3-none-any.whl", hash = "sha256:4a394ad25f5d9f1ef0bed610365744523eeb5c22de6862ab25d8c93f9f6d295c"},
+    {file = "botocore-1.40.70.tar.gz", hash = "sha256:61b1f2cecd54d1b28a081116fa113b97bf4e17da57c62ae2c2751fe4c528af1f"},
 ]
 
 [package.dependencies]
@@ -462,7 +466,7 @@ description = "Foreign Function Interface for Python calling C code."
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"dev\" or extra == \"docs\""
+markers = "(extra == \"dev\" or extra == \"docs\") and implementation_name == \"pypy\""
 files = [
     {file = "cffi-2.0.0-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:0cf2d91ecc3fcc0625c2c530fe004f82c110405f101548512cce44322fa8ac44"},
     {file = "cffi-2.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f73b96c41e3b2adedc34a7356e64c8eb96e03a3782b535e043a986276ce12a49"},
@@ -709,7 +713,7 @@ description = "Chex: Testing made fun, in JAX!"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "python_version == \"3.10\""
+markers = "python_version < \"3.11\""
 files = [
     {file = "chex-0.1.90-py3-none-any.whl", hash = "sha256:fce3de82588f72d4796e545e574a433aa29229cbdcf792555e41bead24b704ae"},
     {file = "chex-0.1.90.tar.gz", hash = "sha256:d3c375aeb6154b08f1cccd2bee4ed83659ee2198a6acf1160d2fe2e4a6c87b5c"},
@@ -765,14 +769,14 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [[package]]
 name = "cloudpickle"
-version = "3.1.1"
+version = "3.1.2"
 description = "Pickler class to extend the standard pickle.Pickler functionality"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "cloudpickle-3.1.1-py3-none-any.whl", hash = "sha256:c8c5a44295039331ee9dad40ba100a9c7297b6f988e50e87ccdf3765a668350e"},
-    {file = "cloudpickle-3.1.1.tar.gz", hash = "sha256:b216fa8ae4019d5482a8ac3c95d8f6346115d8835911fd4aefd1a445e4242c64"},
+    {file = "cloudpickle-3.1.2-py3-none-any.whl", hash = "sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a"},
+    {file = "cloudpickle-3.1.2.tar.gz", hash = "sha256:7fda9eb655c9c230dab534f1983763de5835249750e85fbcef43aaa30a9a2414"},
 ]
 
 [[package]]
@@ -831,7 +835,7 @@ description = "Python library for calculating contours of 2D quadrilateral grids
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "python_version == \"3.10\""
+markers = "python_version < \"3.11\""
 files = [
     {file = "contourpy-1.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ba38e3f9f330af820c4b27ceb4b9c7feee5fe0493ea53a8720f4792667465934"},
     {file = "contourpy-1.3.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dc41ba0714aa2968d1f8674ec97504a8f7e334f48eeacebcaa6256213acb0989"},
@@ -997,105 +1001,105 @@ test-no-images = ["pytest", "pytest-cov", "pytest-rerunfailures", "pytest-xdist"
 
 [[package]]
 name = "coverage"
-version = "7.11.0"
+version = "7.11.3"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 markers = "extra == \"dev\""
 files = [
-    {file = "coverage-7.11.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:eb53f1e8adeeb2e78962bade0c08bfdc461853c7969706ed901821e009b35e31"},
-    {file = "coverage-7.11.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d9a03ec6cb9f40a5c360f138b88266fd8f58408d71e89f536b4f91d85721d075"},
-    {file = "coverage-7.11.0-cp310-cp310-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:0d7f0616c557cbc3d1c2090334eddcbb70e1ae3a40b07222d62b3aa47f608fab"},
-    {file = "coverage-7.11.0-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:e44a86a47bbdf83b0a3ea4d7df5410d6b1a0de984fbd805fa5101f3624b9abe0"},
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@@ -1122,14 +1126,14 @@ tests = ["pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
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+version = "2025.11.0"
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 optional = false
 python-versions = ">=3.10"
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@@ -1147,7 +1151,7 @@ array = ["numpy (>=1.24)"]
 complete = ["dask[array,dataframe,diagnostics,distributed]", "lz4 (>=4.3.2)", "pyarrow (>=14.0.1)"]
 dataframe = ["dask[array]", "pandas (>=2.0)", "pyarrow (>=14.0.1)"]
 diagnostics = ["bokeh (>=3.1.0)", "jinja2 (>=2.10.3)"]
-distributed = ["distributed (==2025.10.0)"]
+distributed = ["distributed (==2025.11.0)"]
 test = ["pandas[test]", "pre-commit", "pytest", "pytest-cov", "pytest-mock", "pytest-rerunfailures", "pytest-timeout", "pytest-xdist"]
 
 [[package]]
@@ -1234,15 +1238,15 @@ files = [
 
 [[package]]
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+version = "9.7.2"
 description = "Run coverage and linting reports on diffs"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"dev\""
 files = [
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 [package.dependencies]
@@ -1355,7 +1359,7 @@ description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "python_version == \"3.10\" and (extra == \"dev\" or extra == \"docs\")"
+markers = "python_version < \"3.11\" and (extra == \"dev\" or extra == \"docs\")"
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@@ -1401,15 +1405,15 @@ tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipyth
 
 [[package]]
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 description = "Python supercharged for fastai development"
 optional = true
 python-versions = ">=3.10"
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 [package.dependencies]
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 optional = true
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "extra == \"dev\" or extra == \"pytorch\" or extra == \"docs\""
+markers = "sys_platform == \"darwin\" and (extra == \"dev\" or extra == \"pytorch\" or extra == \"docs\") or extra == \"dev\" or extra == \"docs\" or extra == \"pytorch\""
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@@ -1454,7 +1458,7 @@ description = "Flax: A neural network library for JAX designed for flexibility"
 optional = true
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "python_version == \"3.10\""
+markers = "python_version < \"3.11\""
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@@ -1606,14 +1610,14 @@ files = [
 
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+version = "2025.10.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.9"
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@@ -2018,15 +2043,15 @@ files = [
 
 [[package]]
 name = "ipykernel"
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+version = "7.1.0"
 description = "IPython Kernel for Jupyter"
 optional = true
 python-versions = ">=3.10"
 groups = ["main"]
 markers = "extra == \"dev\" or extra == \"docs\""
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 [package.dependencies]
@@ -2058,7 +2083,7 @@ description = "IPython: Productive Interactive Computing"
 optional = true
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "python_version == \"3.10\" and (extra == \"dev\" or extra == \"docs\")"
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 files = [
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     {file = "ipython-8.37.0.tar.gz", hash = "sha256:ca815841e1a41a1e6b73a0b08f3038af9b2252564d01fc405356d34033012216"},
@@ -2093,37 +2118,37 @@ test-extra = ["curio", "ipython[test]", "jupyter_ai", "matplotlib (!=3.2.0)", "n
 
 [[package]]
 name = "ipython"
-version = "9.6.0"
+version = "9.7.0"
 description = "IPython: Productive Interactive Computing"
 optional = true
 python-versions = ">=3.11"
 groups = ["main"]
 markers = "python_version >= \"3.11\" and (extra == \"dev\" or extra == \"docs\")"
 files = [
-    {file = "ipython-9.6.0-py3-none-any.whl", hash = "sha256:5f77efafc886d2f023442479b8149e7d86547ad0a979e9da9f045d252f648196"},
-    {file = "ipython-9.6.0.tar.gz", hash = "sha256:5603d6d5d356378be5043e69441a072b50a5b33b4503428c77b04cb8ce7bc731"},
+    {file = "ipython-9.7.0-py3-none-any.whl", hash = "sha256:bce8ac85eb9521adc94e1845b4c03d88365fd6ac2f4908ec4ed1eb1b0a065f9f"},
+    {file = "ipython-9.7.0.tar.gz", hash = "sha256:5f6de88c905a566c6a9d6c400a8fed54a638e1f7543d17aae2551133216b1e4e"},
 ]
 
 [package.dependencies]
-colorama = {version = "*", markers = "sys_platform == \"win32\""}
-decorator = "*"
-ipython-pygments-lexers = "*"
-jedi = ">=0.16"
-matplotlib-inline = "*"
+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 = ">=2.4.0"
-stack_data = "*"
+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 = ["ipython[doc,matplotlib,test,test-extra]"]
 black = ["black"]
-doc = ["docrepr", "exceptiongroup", "intersphinx_registry", "ipykernel", "ipython[matplotlib,test]", "setuptools (>=61.2)", "sphinx (>=1.3)", "sphinx-rtd-theme", "sphinx_toml (==0.0.4)", "typing_extensions"]
-matplotlib = ["matplotlib (>3.7)"]
-test = ["packaging", "pytest", "pytest-asyncio", "testpath"]
-test-extra = ["curio", "ipykernel", "ipython[matplotlib]", "ipython[test]", "jupyter_ai", "nbclient", "nbformat", "numpy (>=1.25)", "pandas (>2.0)", "trio"]
+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-pygments-lexers"
@@ -2143,15 +2168,15 @@ pygments = "*"
 
 [[package]]
 name = "ipywidgets"
-version = "8.1.7"
+version = "8.1.8"
 description = "Jupyter interactive widgets"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"dev\" or extra == \"docs\""
 files = [
-    {file = "ipywidgets-8.1.7-py3-none-any.whl", hash = "sha256:764f2602d25471c213919b8a1997df04bef869251db4ca8efba1b76b1bd9f7bb"},
-    {file = "ipywidgets-8.1.7.tar.gz", hash = "sha256:15f1ac050b9ccbefd45dccfbb2ef6bed0029d8278682d569d71b8dd96bee0376"},
+    {file = "ipywidgets-8.1.8-py3-none-any.whl", hash = "sha256:ecaca67aed704a338f88f67b1181b58f821ab5dc89c1f0f5ef99db43c1c2921e"},
+    {file = "ipywidgets-8.1.8.tar.gz", hash = "sha256:61f969306b95f85fba6b6986b7fe45d73124d1d9e3023a8068710d47a22ea668"},
 ]
 
 [package.dependencies]
@@ -2204,7 +2229,7 @@ description = "Differentiate, compile, and transform Numpy code."
 optional = true
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "python_version == \"3.10\""
+markers = "python_version < \"3.11\""
 files = [
     {file = "jax-0.6.2-py3-none-any.whl", hash = "sha256:bb24a82dc60ccf704dcaf6dbd07d04957f68a6c686db19630dd75260d1fb788c"},
     {file = "jax-0.6.2.tar.gz", hash = "sha256:a437d29038cbc8300334119692744704ca7941490867b9665406b7f90665cd96"},
@@ -2268,7 +2293,7 @@ description = "XLA library for JAX"
 optional = true
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "python_version == \"3.10\""
+markers = "python_version < \"3.11\""
 files = [
     {file = "jaxlib-0.6.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:da4601b2b5dc8c23d6afb293eacfb9aec4e1d1871cb2f29c5a151d103e73b0f8"},
     {file = "jaxlib-0.6.2-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:4205d098ce8efb5f7fe2fe5098bae6036094dc8d8829f5e0e0d7a9b155326336"},
@@ -2382,7 +2407,7 @@ description = "A very fast and expressive template engine."
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"dev\" or extra == \"pytorch\" or extra == \"docs\""
+markers = "sys_platform == \"darwin\" and (extra == \"dev\" or extra == \"pytorch\" or extra == \"docs\") or extra == \"dev\" or extra == \"docs\" or extra == \"pytorch\""
 files = [
     {file = "jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67"},
     {file = "jinja2-3.1.6.tar.gz", hash = "sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d"},
@@ -2787,15 +2812,15 @@ test = ["hatch", "ipykernel", "openapi-core (>=0.18.0,<0.19.0)", "openapi-spec-v
 
 [[package]]
 name = "jupyterlab-widgets"
-version = "3.0.15"
+version = "3.0.16"
 description = "Jupyter interactive widgets for JupyterLab"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"dev\" or extra == \"docs\""
 files = [
-    {file = "jupyterlab_widgets-3.0.15-py3-none-any.whl", hash = "sha256:d59023d7d7ef71400d51e6fee9a88867f6e65e10a4201605d2d7f3e8f012a31c"},
-    {file = "jupyterlab_widgets-3.0.15.tar.gz", hash = "sha256:2920888a0c2922351a9202817957a68c07d99673504d6cd37345299e971bb08b"},
+    {file = "jupyterlab_widgets-3.0.16-py3-none-any.whl", hash = "sha256:45fa36d9c6422cf2559198e4db481aa243c7a32d9926b500781c830c80f7ecf8"},
+    {file = "jupyterlab_widgets-3.0.16.tar.gz", hash = "sha256:423da05071d55cf27a9e602216d35a3a65a3e41cdf9c5d3b643b814ce38c19e0"},
 ]
 
 [[package]]
@@ -2951,15 +2976,15 @@ dev = ["build (>=1.2.2)", "ipykernel (>=6.29.5)", "pre-commit (>=4.1.0)", "pytes
 
 [[package]]
 name = "lark"
-version = "1.3.0"
+version = "1.3.1"
 description = "a modern parsing library"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"dev\" or extra == \"docs\""
 files = [
-    {file = "lark-1.3.0-py3-none-any.whl", hash = "sha256:80661f261fb2584a9828a097a2432efd575af27d20be0fd35d17f0fe37253831"},
-    {file = "lark-1.3.0.tar.gz", hash = "sha256:9a3839d0ca5e1faf7cfa3460e420e859b66bcbde05b634e73c369c8244c5fa48"},
+    {file = "lark-1.3.1-py3-none-any.whl", hash = "sha256:c629b661023a014c37da873b4ff58a817398d12635d3bbb2c5a03be7fe5d1e12"},
+    {file = "lark-1.3.1.tar.gz", hash = "sha256:b426a7a6d6d53189d318f2b6236ab5d6429eaf09259f1ca33eb716eed10d2905"},
 ]
 
 [package.extras]
@@ -3012,7 +3037,7 @@ description = "Safely add untrusted strings to HTML/XML markup."
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"dev\" or extra == \"pytorch\" or extra == \"docs\""
+markers = "sys_platform == \"darwin\" and (extra == \"dev\" or extra == \"pytorch\" or extra == \"docs\") or extra == \"dev\" or extra == \"docs\" or extra == \"pytorch\""
 files = [
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     {file = "markupsafe-3.0.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e1c1493fb6e50ab01d20a22826e57520f1284df32f2d8601fdd90b6304601419"},
@@ -3654,6 +3679,27 @@ traitlets = ">=5.1"
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
 test = ["pep440", "pre-commit", "pytest", "testpath"]
 
+[[package]]
+name = "nbsphinx"
+version = "0.9.6"
+description = "Jupyter Notebook Tools for Sphinx"
+optional = true
+python-versions = ">=3.6"
+groups = ["main"]
+markers = "python_version >= \"3.11\" and (extra == \"dev\" or extra == \"docs\")"
+files = [
+    {file = "nbsphinx-0.9.6-py3-none-any.whl", hash = "sha256:336b0b557945a7678ec7449b16449f854bc852a435bb53b8a72e6b5dc740d992"},
+    {file = "nbsphinx-0.9.6.tar.gz", hash = "sha256:c2b28a2d702f1159a95b843831798e86e60a17fc647b9bff9ba1585355de54e3"},
+]
+
+[package.dependencies]
+docutils = ">=0.18.1"
+jinja2 = "*"
+nbconvert = ">=5.3,<5.4 || >5.4"
+nbformat = "*"
+sphinx = ">=1.8"
+traitlets = ">=5"
+
 [[package]]
 name = "nbsphinx"
 version = "0.9.7"
@@ -3661,7 +3707,7 @@ description = "Jupyter Notebook Tools for Sphinx"
 optional = true
 python-versions = ">=3.6"
 groups = ["main"]
-markers = "extra == \"dev\" or extra == \"docs\""
+markers = "python_version < \"3.11\" and (extra == \"dev\" or extra == \"docs\")"
 files = [
     {file = "nbsphinx-0.9.7-py3-none-any.whl", hash = "sha256:7292c3767fea29e405c60743eee5393682a83982ab202ff98f5eb2db02629da8"},
     {file = "nbsphinx-0.9.7.tar.gz", hash = "sha256:abd298a686d55fa894ef697c51d44f24e53aa312dadae38e82920f250a5456fe"},
@@ -3694,7 +3740,7 @@ description = "Python package for creating and manipulating graphs and networks"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"dev\" or extra == \"pytorch\" or extra == \"trimesh\" or extra == \"docs\""
+markers = "sys_platform == \"darwin\" and (extra == \"dev\" or extra == \"pytorch\" or extra == \"trimesh\" or extra == \"docs\") or extra == \"dev\" or extra == \"trimesh\" or extra == \"docs\" or extra == \"pytorch\""
 files = [
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     {file = "networkx-2.8.8.tar.gz", hash = "sha256:230d388117af870fce5647a3c52401fcf753e94720e6ea6b4197a5355648885e"},
@@ -3771,7 +3817,7 @@ description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "python_version == \"3.10\""
+markers = "python_version < \"3.11\""
 files = [
     {file = "numpy-2.2.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b412caa66f72040e6d268491a59f2c43bf03eb6c96dd8f0307829feb7fa2b6fb"},
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@@ -4189,14 +4235,14 @@ test = ["flax (>=0.5.3)", "scikit-learn", "scipy (>=1.7.1)"]
 
 [[package]]
 name = "orbax-checkpoint"
-version = "0.11.26"
+version = "0.11.28"
 description = "Orbax Checkpoint"
 optional = true
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "orbax_checkpoint-0.11.26-py3-none-any.whl", hash = "sha256:12add599c9599853b246334765a38eb7e8179207453b6e2b109908234f5a07e5"},
-    {file = "orbax_checkpoint-0.11.26.tar.gz", hash = "sha256:d957541b3b7bf77039059c10a18955ca6456d70bd6ad1e33b3f1ee5ee1bf3f48"},
+    {file = "orbax_checkpoint-0.11.28-py3-none-any.whl", hash = "sha256:094273495fca331da88ec845053a96a7f0152b0223c6b51b82a6c1b32f373c3b"},
+    {file = "orbax_checkpoint-0.11.28.tar.gz", hash = "sha256:a72075411c8aa4b48ddd9f2b247348bdfcf7b72f633b4d9c99541648089e90e9"},
 ]
 
 [package.dependencies]
@@ -4221,96 +4267,100 @@ testing = ["aiofiles", "chex", "flax", "google-cloud-logging", "mock", "pytest",
 
 [[package]]
 name = "orjson"
-version = "3.11.3"
+version = "3.11.4"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"dev\" or extra == \"docs\""
 files = [
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 optional = true
 python-versions = ">=3.6"
 groups = ["main"]
-markers = "python_version < \"3.12\" and (extra == \"dev\" or extra == \"docs\")"
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+dev = ["abi3audit", "black", "check-manifest", "colorama ; os_name == \"nt\"", "coverage", "packaging", "pylint", "pyperf", "pypinfo", "pyreadline ; os_name == \"nt\"", "pytest", "pytest-cov", "pytest-instafail", "pytest-subtests", "pytest-xdist", "pywin32 ; os_name == \"nt\" and platform_python_implementation != \"PyPy\"", "requests", "rstcheck", "ruff", "setuptools", "sphinx", "sphinx_rtd_theme", "toml-sort", "twine", "validate-pyproject[all]", "virtualenv", "vulture", "wheel", "wheel ; os_name == \"nt\" and platform_python_implementation != \"PyPy\"", "wmi ; os_name == \"nt\" and platform_python_implementation != \"PyPy\""]
 test = ["pytest", "pytest-instafail", "pytest-subtests", "pytest-xdist", "pywin32 ; os_name == \"nt\" and platform_python_implementation != \"PyPy\"", "setuptools", "wheel ; os_name == \"nt\" and platform_python_implementation != \"PyPy\"", "wmi ; os_name == \"nt\" and platform_python_implementation != \"PyPy\""]
 
 [[package]]
@@ -4762,7 +4822,7 @@ description = "Run a subprocess in a pseudo terminal"
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "(sys_platform != \"win32\" and sys_platform != \"emscripten\" or os_name != \"nt\") and (extra == \"dev\" or extra == \"docs\")"
+markers = "(extra == \"dev\" or extra == \"docs\") and (sys_platform != \"win32\" and sys_platform != \"emscripten\" or os_name != \"nt\")"
 files = [
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@@ -4791,7 +4851,7 @@ description = "C parser in Python"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"dev\" or extra == \"docs\") and implementation_name != \"PyPy\""
+markers = "(extra == \"dev\" or extra == \"docs\") and implementation_name == \"pypy\""
 files = [
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@@ -4799,19 +4859,19 @@ files = [
 
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 name = "pydantic"
-version = "2.12.3"
+version = "2.12.4"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
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 [package.dependencies]
 annotated-types = ">=0.6.0"
-pydantic-core = "2.41.4"
+pydantic-core = "2.41.5"
 typing-extensions = ">=4.14.1"
 typing-inspection = ">=0.4.2"
 
@@ -4821,129 +4881,133 @@ timezone = ["tzdata ; python_version >= \"3.9\" and platform_system == \"Windows
 
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-version = "2.41.4"
+version = "2.41.5"
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 ]
 
 [package.dependencies]
@@ -5136,22 +5200,22 @@ test = ["alabaster (==0.7.12)", "attrs (==18.1.0)", "babel (==2.6.0)", "backcall
 
 [[package]]
 name = "pytest"
-version = "8.4.2"
+version = "9.0.0"
 description = "pytest: simple powerful testing with Python"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 markers = "extra == \"dev\""
 files = [
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 ]
 
 [package.dependencies]
 colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""}
 exceptiongroup = {version = ">=1", markers = "python_version < \"3.11\""}
-iniconfig = ">=1"
-packaging = ">=20"
+iniconfig = ">=1.0.1"
+packaging = ">=22"
 pluggy = ">=1.5,<2"
 pygments = ">=2.7.2"
 tomli = {version = ">=1", markers = "python_version < \"3.11\""}
@@ -5271,15 +5335,15 @@ dev = ["backports.zoneinfo ; python_version < \"3.9\"", "black", "build", "freez
 
 [[package]]
 name = "pytokens"
-version = "0.2.0"
-description = "A Fast, spec compliant Python 3.13+ tokenizer that runs on older Pythons."
+version = "0.3.0"
+description = "A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons."
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"dev\" or extra == \"docs\""
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 ]
 
 [package.extras]
@@ -5634,6 +5698,23 @@ typing-extensions = {version = ">=4.0.0,<5.0", markers = "python_version < \"3.1
 [package.extras]
 jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
+[[package]]
+name = "roman-numerals-py"
+version = "3.1.0"
+description = "Manipulate well-formed Roman numerals"
+optional = true
+python-versions = ">=3.9"
+groups = ["main"]
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+
 [[package]]
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 version = "0.28.0"
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 optional = false
 python-versions = ">=3.10"
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 ]
 
 [package.dependencies]
@@ -6116,7 +6197,7 @@ description = "Easily download, build, install, upgrade, and uninstall Python pa
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"dev\" or extra == \"docs\" or python_version >= \"3.12\") and (extra == \"dev\" or extra == \"docs\" or extra == \"pytorch\")"
+markers = "(extra == \"dev\" or extra == \"docs\") and (extra == \"dev\" or extra == \"pytorch\" or extra == \"docs\") or python_version >= \"3.12\" and (extra == \"dev\" or extra == \"docs\" or extra == \"pytorch\")"
 files = [
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@@ -6418,7 +6499,7 @@ description = "Python documentation generator"
 optional = true
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "extra == \"dev\" or extra == \"docs\""
+markers = "python_version < \"3.11\" and (extra == \"dev\" or extra == \"docs\")"
 files = [
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@@ -6448,6 +6529,43 @@ docs = ["sphinxcontrib-websupport"]
 lint = ["flake8 (>=6.0)", "mypy (==1.11.1)", "pyright (==1.1.384)", "pytest (>=6.0)", "ruff (==0.6.9)", "sphinx-lint (>=0.9)", "tomli (>=2)", "types-Pillow (==10.2.0.20240822)", "types-Pygments (==2.18.0.20240506)", "types-colorama (==0.4.15.20240311)", "types-defusedxml (==0.7.0.20240218)", "types-docutils (==0.21.0.20241005)", "types-requests (==2.32.0.20240914)", "types-urllib3 (==1.26.25.14)"]
 test = ["cython (>=3.0)", "defusedxml (>=0.7.1)", "pytest (>=8.0)", "setuptools (>=70.0)", "typing_extensions (>=4.9)"]
 
+[[package]]
+name = "sphinx"
+version = "8.2.3"
+description = "Python documentation generator"
+optional = true
+python-versions = ">=3.11"
+groups = ["main"]
+markers = "python_version >= \"3.11\" and (extra == \"dev\" or extra == \"docs\")"
+files = [
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+    {file = "sphinx-8.2.3.tar.gz", hash = "sha256:398ad29dee7f63a75888314e9424d40f52ce5a6a87ae88e7071e80af296ec348"},
+]
+
+[package.dependencies]
+alabaster = ">=0.7.14"
+babel = ">=2.13"
+colorama = {version = ">=0.4.6", markers = "sys_platform == \"win32\""}
+docutils = ">=0.20,<0.22"
+imagesize = ">=1.3"
+Jinja2 = ">=3.1"
+packaging = ">=23.0"
+Pygments = ">=2.17"
+requests = ">=2.30.0"
+roman-numerals-py = ">=1.0.0"
+snowballstemmer = ">=2.2"
+sphinxcontrib-applehelp = ">=1.0.7"
+sphinxcontrib-devhelp = ">=1.0.6"
+sphinxcontrib-htmlhelp = ">=2.0.6"
+sphinxcontrib-jsmath = ">=1.0.1"
+sphinxcontrib-qthelp = ">=1.0.6"
+sphinxcontrib-serializinghtml = ">=1.1.9"
+
+[package.extras]
+docs = ["sphinxcontrib-websupport"]
+lint = ["betterproto (==2.0.0b6)", "mypy (==1.15.0)", "pypi-attestations (==0.0.21)", "pyright (==1.1.395)", "pytest (>=8.0)", "ruff (==0.9.9)", "sphinx-lint (>=0.9)", "types-Pillow (==10.2.0.20240822)", "types-Pygments (==2.19.0.20250219)", "types-colorama (==0.4.15.20240311)", "types-defusedxml (==0.7.0.20240218)", "types-docutils (==0.21.0.20241128)", "types-requests (==2.32.0.20241016)", "types-urllib3 (==1.26.25.14)"]
+test = ["cython (>=3.0)", "defusedxml (>=0.7.1)", "pytest (>=8.0)", "pytest-xdist[psutil] (>=3.4)", "setuptools (>=70.0)", "typing_extensions (>=4.9)"]
+
 [[package]]
 name = "sphinx-book-theme"
 version = "1.1.4"
@@ -6918,7 +7036,7 @@ description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "python_version == \"3.10\" and (extra == \"dev\" or extra == \"docs\")"
+markers = "python_version < \"3.11\" and (extra == \"dev\" or extra == \"docs\")"
 files = [
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@@ -6995,7 +7113,7 @@ description = "Tensors and Dynamic neural networks in Python with strong GPU acc
 optional = true
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "(extra == \"dev\" or extra == \"pytorch\") and sys_platform == \"darwin\""
+markers = "sys_platform == \"darwin\" and (extra == \"dev\" or extra == \"pytorch\")"
 files = [
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@@ -7064,7 +7182,7 @@ description = "Tensors and Dynamic neural networks in Python with strong GPU acc
 optional = true
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "(extra == \"dev\" or extra == \"pytorch\") and sys_platform != \"darwin\""
+markers = "sys_platform != \"darwin\" and (extra == \"dev\" or extra == \"pytorch\")"
 files = [
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@@ -7136,15 +7254,15 @@ files = [
 
 [[package]]
 name = "tox"
-version = "4.31.0"
+version = "4.32.0"
 description = "tox is a generic virtualenv management and test command line tool"
 optional = true
 python-versions = ">=3.10"
 groups = ["main"]
 markers = "extra == \"dev\""
 files = [
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-    {file = "tox-4.31.0.tar.gz", hash = "sha256:266381ffef35615ec0d40ae4969a9e43b506017597c0413d6545a603cc8c7561"},
+    {file = "tox-4.32.0-py3-none-any.whl", hash = "sha256:451e81dc02ba8d1ed20efd52ee409641ae4b5d5830e008af10fe8823ef1bd551"},
+    {file = "tox-4.32.0.tar.gz", hash = "sha256:1ad476b5f4d3679455b89a992849ffc3367560bbc7e9495ee8a3963542e7c8ff"},
 ]
 
 [package.dependencies]
@@ -7350,15 +7468,15 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.35.3"
+version = "20.35.4"
 description = "Virtual Python Environment builder"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"dev\""
 files = [
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+    {file = "virtualenv-20.35.4-py3-none-any.whl", hash = "sha256:c21c9cede36c9753eeade68ba7d523529f228a403463376cf821eaae2b650f1b"},
+    {file = "virtualenv-20.35.4.tar.gz", hash = "sha256:643d3914d73d3eeb0c552cbb12d7e82adf0e504dbf86a3182f8771a153a1971c"},
 ]
 
 [package.dependencies]
@@ -7450,15 +7568,15 @@ files = [
 
 [[package]]
 name = "webcolors"
-version = "24.11.1"
+version = "25.10.0"
 description = "A library for working with the color formats defined by HTML and CSS."
 optional = true
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 markers = "extra == \"dev\" or extra == \"docs\""
 files = [
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+    {file = "webcolors-25.10.0-py3-none-any.whl", hash = "sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d"},
+    {file = "webcolors-25.10.0.tar.gz", hash = "sha256:62abae86504f66d0f6364c2a8520de4a0c47b80c03fc3a5f1815fedbef7c19bf"},
 ]
 
 [[package]]
@@ -7494,15 +7612,15 @@ test = ["pytest", "websockets"]
 
 [[package]]
 name = "widgetsnbextension"
-version = "4.0.14"
+version = "4.0.15"
 description = "Jupyter interactive widgets for Jupyter Notebook"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"dev\" or extra == \"docs\""
 files = [
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-    {file = "widgetsnbextension-4.0.14.tar.gz", hash = "sha256:a3629b04e3edb893212df862038c7232f62973373869db5084aed739b437b5af"},
+    {file = "widgetsnbextension-4.0.15-py3-none-any.whl", hash = "sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366"},
+    {file = "widgetsnbextension-4.0.15.tar.gz", hash = "sha256:de8610639996f1567952d763a5a41af8af37f2575a41f9852a38f947eb82a3b9"},
 ]
 
 [[package]]
@@ -7512,7 +7630,7 @@ description = "N-D labeled arrays and datasets in Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "python_version == \"3.10\""
+markers = "python_version < \"3.11\""
 files = [
     {file = "xarray-2025.6.1-py3-none-any.whl", hash = "sha256:8b988b47f67a383bdc3b04c5db475cd165e580134c1f1943d52aee4a9c97651b"},
     {file = "xarray-2025.6.1.tar.gz", hash = "sha256:a84f3f07544634a130d7dc615ae44175419f4c77957a7255161ed99c69c7c8b0"},
@@ -7581,24 +7699,24 @@ type = ["pytest-mypy"]
 
 [[package]]
 name = "zizmor"
-version = "1.16.0"
-description = ""
+version = "1.16.3"
+description = "Static analysis for GitHub Actions"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"dev\""
 files = [
-    {file = "zizmor-1.16.0-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:0c256b5c51fb84af3bae6c9a21612b39a790d1081b716c83fc6690eb8b83dea3"},
-    {file = "zizmor-1.16.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:ae521df0000483ea7b1afc9c13ecab0e21faa7e93b857e22282504e5ceb06f67"},
-    {file = "zizmor-1.16.0-py3-none-manylinux_2_24_aarch64.whl", hash = "sha256:0cfc85a03ee26e0139386d0ef988735769110991efab93b4f64048250bed1177"},
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 [extras]