diff --git a/poetry.lock b/poetry.lock
index 5e1481f7..221edccb 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,172 +2,163 @@
 
 [[package]]
 name = "absl-py"
-version = "2.1.0"
+version = "2.2.1"
 description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.4.3"
+version = "2.6.1"
 description = "Happy Eyeballs for asyncio"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
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 description = "Async http client/server framework (asyncio)"
 optional = false
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 [package.dependencies]
 aiohappyeyeballs = ">=2.3.0"
 aiosignal = ">=1.1.2"
-async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
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 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
-yarl = ">=1.12.0,<2.0"
+propcache = ">=0.2.0"
+yarl = ">=1.17.0,<2.0"
 
 [package.extras]
 speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
 
 [[package]]
 name = "aiohttp-cors"
-version = "0.7.0"
+version = "0.8.0"
 description = "CORS support for aiohttp"
 optional = false
 python-versions = "*"
 files = [
-    {file = "aiohttp-cors-0.7.0.tar.gz", hash = "sha256:4d39c6d7100fd9764ed1caf8cebf0eb01bf5e3f24e2e073fda6234bc48b19f5d"},
-    {file = "aiohttp_cors-0.7.0-py3-none-any.whl", hash = "sha256:0451ba59fdf6909d0e2cd21e4c0a43752bc0703d33fc78ae94d9d9321710193e"},
+    {file = "aiohttp_cors-0.8.0-py3-none-any.whl", hash = "sha256:b656eeadb84c8fc6771b07460419b100f20dee1d6bf403505b5bd347894c7941"},
+    {file = "aiohttp_cors-0.8.0.tar.gz", hash = "sha256:ec70f38432c938e39d240ff38a7d789a5aa0a18087882c12d6cc141eef1144f6"},
 ]
 
 [package.dependencies]
-aiohttp = ">=1.1"
+aiohttp = ">=3.9"
 
 [[package]]
 name = "aiorwlock"
-version = "1.4.0"
+version = "1.5.0"
 description = "Read write lock for asyncio."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "aiorwlock-1.4.0-py3-none-any.whl", hash = "sha256:cc99c42463e9915cff528d79b6eb3d518d74bc0edf9edeb8c64228445fb4714b"},
-    {file = "aiorwlock-1.4.0.tar.gz", hash = "sha256:4cea5bec4e9d03533a26919299394822a1422aa519bca9dd09178ec490f8d1cc"},
+    {file = "aiorwlock-1.5.0-py3-none-any.whl", hash = "sha256:0010cd2d2c603eb84bfee1cfd06233a976618dab90ec7108191e936137a8420a"},
+    {file = "aiorwlock-1.5.0.tar.gz", hash = "sha256:b529da24da659bdedcf68faf216595bde00db228c905197ac554773620e7fd2f"},
 ]
 
 [[package]]
 name = "aiosignal"
-version = "1.3.1"
+version = "1.3.2"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 files = [
-    {file = "aiosignal-1.3.1-py3-none-any.whl", hash = "sha256:f8376fb07dd1e86a584e4fcdec80b36b7f81aac666ebc724e2c090300dd83b17"},
-    {file = "aiosignal-1.3.1.tar.gz", hash = "sha256:54cd96e15e1649b75d6c87526a6ff0b6c1b0dd3459f43d9ca11d48c339b68cfc"},
+    {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
+    {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
 ]
 
 [package.dependencies]
@@ -186,26 +177,27 @@ files = [
 
 [[package]]
 name = "altair"
-version = "5.4.1"
+version = "5.5.0"
 description = "Vega-Altair: A declarative statistical visualization library for Python."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "altair-5.4.1-py3-none-any.whl", hash = "sha256:0fb130b8297a569d08991fb6fe763582e7569f8a04643bbd9212436e3be04aef"},
-    {file = "altair-5.4.1.tar.gz", hash = "sha256:0ce8c2e66546cb327e5f2d7572ec0e7c6feece816203215613962f0ec1d76a82"},
+    {file = "altair-5.5.0-py3-none-any.whl", hash = "sha256:91a310b926508d560fe0148d02a194f38b824122641ef528113d029fcd129f8c"},
+    {file = "altair-5.5.0.tar.gz", hash = "sha256:d960ebe6178c56de3855a68c47b516be38640b73fb3b5111c2a9ca90546dd73d"},
 ]
 
 [package.dependencies]
 jinja2 = "*"
 jsonschema = ">=3.0"
-narwhals = ">=1.5.2"
+narwhals = ">=1.14.2"
 packaging = "*"
-typing-extensions = {version = ">=4.10.0", markers = "python_version < \"3.13\""}
+typing-extensions = {version = ">=4.10.0", markers = "python_version < \"3.14\""}
 
 [package.extras]
-all = ["altair-tiles (>=0.3.0)", "anywidget (>=0.9.0)", "numpy", "pandas (>=0.25.3)", "pyarrow (>=11)", "vega-datasets (>=0.9.0)", "vegafusion[embed] (>=1.6.6)", "vl-convert-python (>=1.6.0)"]
-dev = ["geopandas", "hatch", "ibis-framework[polars]", "ipython[kernel]", "mistune", "mypy", "pandas (>=0.25.3)", "pandas-stubs", "polars (>=0.20.3)", "pytest", "pytest-cov", "pytest-xdist[psutil] (>=3.5,<4.0)", "ruff (>=0.6.0)", "types-jsonschema", "types-setuptools"]
+all = ["altair-tiles (>=0.3.0)", "anywidget (>=0.9.0)", "numpy", "pandas (>=1.1.3)", "pyarrow (>=11)", "vega-datasets (>=0.9.0)", "vegafusion[embed] (>=1.6.6)", "vl-convert-python (>=1.7.0)"]
+dev = ["duckdb (>=1.0)", "geopandas", "hatch (>=1.13.0)", "ipython[kernel]", "mistune", "mypy", "pandas (>=1.1.3)", "pandas-stubs", "polars (>=0.20.3)", "pyarrow-stubs", "pytest", "pytest-cov", "pytest-xdist[psutil] (>=3.5,<4.0)", "ruff (>=0.6.0)", "types-jsonschema", "types-setuptools"]
 doc = ["docutils", "jinja2", "myst-parser", "numpydoc", "pillow (>=9,<10)", "pydata-sphinx-theme (>=0.14.1)", "scipy", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinxext-altair"]
+save = ["vl-convert-python (>=1.7.0)"]
 
 [[package]]
 name = "annotated-types"
@@ -274,13 +266,13 @@ files = [
 
 [[package]]
 name = "argcomplete"
-version = "3.5.1"
+version = "3.6.1"
 description = "Bash tab completion for argparse"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "argcomplete-3.5.1-py3-none-any.whl", hash = "sha256:1a1d148bdaa3e3b93454900163403df41448a248af01b6e849edc5ac08e6c363"},
-    {file = "argcomplete-3.5.1.tar.gz", hash = "sha256:eb1ee355aa2557bd3d0145de7b06b2a45b0ce461e1e7813f5d066039ab4177b4"},
+    {file = "argcomplete-3.6.1-py3-none-any.whl", hash = "sha256:cef54d7f752560570291214f0f1c48c3b8ef09aca63d65de7747612666725dbc"},
+    {file = "argcomplete-3.6.1.tar.gz", hash = "sha256:927531c2fbaa004979f18c2316f6ffadcfc5cc2de15ae2624dfe65deaf60e14f"},
 ]
 
 [package.extras]
@@ -300,25 +292,25 @@ files = [
 [package.dependencies]
 lazy-object-proxy = ">=1.4.0"
 typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
-wrapt = {version = ">=1.11,<2", markers = "python_version < \"3.11\""}
+wrapt = [
+    {version = ">=1.11,<2", markers = "python_version < \"3.11\""},
+    {version = ">=1.14,<2", markers = "python_version >= \"3.11\""},
+]
 
 [[package]]
 name = "asttokens"
-version = "2.4.1"
+version = "3.0.0"
 description = "Annotate AST trees with source code positions"
 optional = false
-python-versions = "*"
+python-versions = ">=3.8"
 files = [
-    {file = "asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24"},
-    {file = "asttokens-2.4.1.tar.gz", hash = "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"},
+    {file = "asttokens-3.0.0-py3-none-any.whl", hash = "sha256:e3078351a059199dd5138cb1c706e6430c05eff2ff136af5eb4790f9d28932e2"},
+    {file = "asttokens-3.0.0.tar.gz", hash = "sha256:0dcd8baa8d62b0c1d118b399b2ddba3c4aff271d0d7a9e0d4c1681c79035bbc7"},
 ]
 
-[package.dependencies]
-six = ">=1.12.0"
-
 [package.extras]
-astroid = ["astroid (>=1,<2)", "astroid (>=2,<4)"]
-test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
+astroid = ["astroid (>=2,<4)"]
+test = ["astroid (>=2,<4)", "pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "astunparse"
@@ -348,36 +340,36 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "24.2.0"
+version = "25.3.0"
 description = "Classes Without Boilerplate"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
 
 [package.extras]
 benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"]
 tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "babel"
-version = "2.16.0"
+version = "2.17.0"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "babel-2.16.0-py3-none-any.whl", hash = "sha256:368b5b98b37c06b7daf6696391c3240c938b37767d4584413e8438c5c435fa8b"},
-    {file = "babel-2.16.0.tar.gz", hash = "sha256:d1f3554ca26605fe173f3de0c65f750f5a42f924499bf134de6423582298e316"},
+    {file = "babel-2.17.0-py3-none-any.whl", hash = "sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2"},
+    {file = "babel-2.17.0.tar.gz", hash = "sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d"},
 ]
 
 [package.extras]
-dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
+dev = ["backports.zoneinfo", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata"]
 
 [[package]]
 name = "backoff"
@@ -421,17 +413,18 @@ pbr = ">=2.0.0,<2.1.0 || >2.1.0"
 
 [[package]]
 name = "beautifulsoup4"
-version = "4.12.3"
+version = "4.13.3"
 description = "Screen-scraping library"
 optional = false
-python-versions = ">=3.6.0"
+python-versions = ">=3.7.0"
 files = [
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+    {file = "beautifulsoup4-4.13.3-py3-none-any.whl", hash = "sha256:99045d7d3f08f91f0d656bc9b7efbae189426cd913d830294a15eefa0ea4df16"},
+    {file = "beautifulsoup4-4.13.3.tar.gz", hash = "sha256:1bd32405dacc920b42b83ba01644747ed77456a65760e285fbc47633ceddaf8b"},
 ]
 
 [package.dependencies]
 soupsieve = ">1.2"
+typing-extensions = ">=4.0.0"
 
 [package.extras]
 cchardet = ["cchardet"]
@@ -442,33 +435,33 @@ lxml = ["lxml"]
 
 [[package]]
 name = "black"
-version = "24.10.0"
+version = "25.1.0"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.9"
 files = [
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 [package.dependencies]
@@ -702,24 +695,24 @@ cffi = ">=1.0.0"
 
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 name = "cachetools"
-version = "5.5.0"
+version = "5.5.2"
 description = "Extensible memoizing collections and decorators"
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 [[package]]
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 python-versions = ">=3.6"
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 [[package]]
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 [[package]]
 name = "click"
-version = "8.1.7"
+version = "8.1.8"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
@@ -931,13 +911,13 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [[package]]
 name = "cloudpickle"
-version = "3.1.0"
+version = "3.1.1"
 description = "Pickler class to extend the standard pickle.Pickler functionality"
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 ]
 
 [[package]]
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 description = "Code coverage measurement for Python"
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 [package.extras]
@@ -1218,62 +1199,70 @@ setuptools = "*"
 
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 webencodings = "*"
 
 [package.extras]
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-test = ["flake8", "isort", "pytest"]
+doc = ["furo", "sphinx"]
+test = ["pytest", "ruff"]
 
 [[package]]
 name = "cycler"
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 [[package]]
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+dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "setuptools", "tox"]
 
 [[package]]
 name = "detect-secrets"
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 jaxtyping = ">=0.2.24"
 lineax = ">=0.0.5"
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 ]
 
+[package.dependencies]
+absl-py = ">=0.6.1"
+attrs = ">=18.2.0"
+numpy = [
+    {version = ">=1.21.2", markers = "python_version >= \"3.10\" and python_version < \"3.11\""},
+    {version = ">=1.23.3", markers = "python_version >= \"3.11\""},
+]
+wrapt = ">=1.11.2"
+
 [[package]]
 name = "docstring-parser"
 version = "0.16"
@@ -1528,13 +1495,13 @@ files = [
 
 [[package]]
 name = "equinox"
-version = "0.11.8"
+version = "0.11.10"
 description = "Elegant easy-to-use neural networks in JAX."
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -1558,13 +1525,13 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "executing"
-version = "2.1.0"
+version = "2.2.0"
 description = "Get the currently executing AST node of a frame, and other information"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -1590,18 +1557,17 @@ doc = ["Sphinx", "sphinx-rtd-theme", "sphinxcontrib-spelling"]
 
 [[package]]
 name = "faker"
-version = "32.1.0"
+version = "37.1.0"
 description = "Faker is a Python package that generates fake data for you."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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+    {file = "faker-37.1.0.tar.gz", hash = "sha256:ad9dc66a3b84888b837ca729e85299a96b58fdaef0323ed0baace93c9614af06"},
 ]
 
 [package.dependencies]
-python-dateutil = ">=2.4"
-typing-extensions = "*"
+tzdata = "*"
 
 [[package]]
 name = "farama-notifications"
@@ -1636,13 +1602,13 @@ all = ["email-validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)"
 
 [[package]]
 name = "fastjsonschema"
-version = "2.20.0"
+version = "2.21.1"
 description = "Fastest Python implementation of JSON schema"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.extras]
@@ -1650,18 +1616,18 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
 name = "filelock"
-version = "3.16.1"
+version = "3.18.0"
 description = "A platform independent file lock."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.extras]
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-testing = ["covdefaults (>=2.3)", "coverage (>=7.6.1)", "diff-cover (>=9.2)", "pytest (>=8.3.3)", "pytest-asyncio (>=0.24)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.26.4)"]
+docs = ["furo (>=2024.8.6)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.6.10)", "diff-cover (>=9.2.1)", "pytest (>=8.3.4)", "pytest-asyncio (>=0.25.2)", "pytest-cov (>=6)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.28.1)"]
 typing = ["typing-extensions (>=4.12.2)"]
 
 [[package]]
@@ -1682,13 +1648,13 @@ pyflakes = ">=2.3.0,<2.4.0"
 
 [[package]]
 name = "flatbuffers"
-version = "24.3.25"
+version = "25.2.10"
 description = "The FlatBuffers serialization format for Python"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [[package]]
@@ -1707,59 +1673,61 @@ six = ">=1.12,<2.0"
 
 [[package]]
 name = "fonttools"
-version = "4.54.1"
+version = "4.56.0"
 description = "Tools to manipulate font files"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1884,13 +1852,13 @@ files = [
 
 [[package]]
 name = "fsspec"
-version = "2024.10.0"
+version = "2025.3.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -1917,7 +1885,7 @@ sftp = ["paramiko"]
 smb = ["smbprotocol"]
 ssh = ["paramiko"]
 test = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "numpy", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "requests"]
-test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask-expr", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"]
+test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"]
 test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"]
 tqdm = ["tqdm"]
 
@@ -1951,13 +1919,13 @@ dev = ["flake8", "markdown", "twine", "wheel"]
 
 [[package]]
 name = "gitdb"
-version = "4.0.11"
+version = "4.0.12"
 description = "Git Object Database"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1982,21 +1950,21 @@ test = ["black", "coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre
 
 [[package]]
 name = "google-api-core"
-version = "2.23.0"
+version = "2.24.2"
 description = "Google API client core library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
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-googleapis-common-protos = ">=1.56.2,<2.0.dev0"
-proto-plus = ">=1.22.3,<2.0.0dev"
-protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0.dev0"
-requests = ">=2.18.0,<3.0.0.dev0"
+google-auth = ">=2.14.1,<3.0.0"
+googleapis-common-protos = ">=1.56.2,<2.0.0"
+proto-plus = ">=1.22.3,<2.0.0"
+protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0"
+requests = ">=2.18.0,<3.0.0"
 
 [package.extras]
 async-rest = ["google-auth[aiohttp] (>=2.35.0,<3.0.dev0)"]
@@ -2006,13 +1974,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-auth"
-version = "2.36.0"
+version = "2.38.0"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google_auth-2.36.0-py2.py3-none-any.whl", hash = "sha256:51a15d47028b66fd36e5c64a82d2d57480075bccc7da37cde257fc94177a61fb"},
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+    {file = "google_auth-2.38.0-py2.py3-none-any.whl", hash = "sha256:e7dae6694313f434a2727bf2906f27ad259bae090d7aa896590d86feec3d9d4a"},
+    {file = "google_auth-2.38.0.tar.gz", hash = "sha256:8285113607d3b80a3f1543b75962447ba8a09fe85783432a784fdeef6ac094c4"},
 ]
 
 [package.dependencies]
@@ -2023,6 +1991,7 @@ rsa = ">=3.1.4,<5"
 [package.extras]
 aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
 enterprise-cert = ["cryptography", "pyopenssl"]
+pyjwt = ["cryptography (>=38.0.3)", "pyjwt (>=2.0)"]
 pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
 requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
@@ -2062,20 +2031,20 @@ six = "*"
 
 [[package]]
 name = "googleapis-common-protos"
-version = "1.66.0"
+version = "1.69.2"
 description = "Common protobufs used in Google APIs"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "googleapis_common_protos-1.66.0-py2.py3-none-any.whl", hash = "sha256:d7abcd75fabb2e0ec9f74466401f6c119a0b498e27370e9be4c94cb7e382b8ed"},
-    {file = "googleapis_common_protos-1.66.0.tar.gz", hash = "sha256:c3e7b33d15fdca5374cc0a7346dd92ffa847425cc4ea941d970f13680052ec8c"},
+    {file = "googleapis_common_protos-1.69.2-py3-none-any.whl", hash = "sha256:0b30452ff9c7a27d80bfc5718954063e8ab53dd3697093d3bc99581f5fd24212"},
+    {file = "googleapis_common_protos-1.69.2.tar.gz", hash = "sha256:3e1b904a27a33c821b4b749fd31d334c0c9c30e6113023d495e48979a3dc9c5f"},
 ]
 
 [package.dependencies]
-protobuf = ">=3.20.2,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0.dev0"
+protobuf = ">=3.20.2,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0"
 
 [package.extras]
-grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
+grpc = ["grpcio (>=1.44.0,<2.0.0)"]
 
 [[package]]
 name = "gpustat"
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 [package.dependencies]
@@ -2411,13 +2376,13 @@ files = [
 
 [[package]]
 name = "importlib-metadata"
-version = "8.5.0"
+version = "8.6.1"
 description = "Read metadata from Python packages"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 [package.dependencies]
@@ -2429,18 +2394,18 @@ cover = ["pytest-cov"]
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 perf = ["ipython"]
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+test = ["flufl.flake8", "importlib_resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
 type = ["pytest-mypy"]
 
 [[package]]
 name = "importlib-resources"
-version = "6.4.5"
+version = "6.5.2"
 description = "Read resources from Python packages"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
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 ]
 
 [package.extras]
@@ -2453,13 +2418,13 @@ type = ["pytest-mypy"]
 
 [[package]]
 name = "iniconfig"
-version = "2.0.0"
+version = "2.1.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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 [[package]]
@@ -2497,13 +2462,13 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio
 
 [[package]]
 name = "ipython"
-version = "8.29.0"
+version = "8.34.0"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.10"
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 [package.dependencies]
@@ -2513,16 +2478,16 @@ exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
 jedi = ">=0.16"
 matplotlib-inline = "*"
 pexpect = {version = ">4.3", markers = "sys_platform != \"win32\" and sys_platform != \"emscripten\""}
-prompt-toolkit = ">=3.0.41,<3.1.0"
+prompt_toolkit = ">=3.0.41,<3.1.0"
 pygments = ">=2.4.0"
-stack-data = "*"
+stack_data = "*"
 traitlets = ">=5.13.0"
-typing-extensions = {version = ">=4.6", markers = "python_version < \"3.12\""}
+typing_extensions = {version = ">=4.6", markers = "python_version < \"3.12\""}
 
 [package.extras]
 all = ["ipython[black,doc,kernel,matplotlib,nbconvert,nbformat,notebook,parallel,qtconsole]", "ipython[test,test-extra]"]
 black = ["black"]
-doc = ["docrepr", "exceptiongroup", "intersphinx-registry", "ipykernel", "ipython[test]", "matplotlib", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "sphinxcontrib-jquery", "tomli", "typing-extensions"]
+doc = ["docrepr", "exceptiongroup", "intersphinx_registry", "ipykernel", "ipython[test]", "matplotlib", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "sphinxcontrib-jquery", "tomli", "typing_extensions"]
 kernel = ["ipykernel"]
 matplotlib = ["matplotlib"]
 nbconvert = ["nbconvert"]
@@ -2690,17 +2655,20 @@ scipy = ">=1.10"
 
 [[package]]
 name = "jaxtyping"
-version = "0.2.34"
-description = "Type annotations and runtime checking for shape and dtype of JAX arrays, and PyTrees."
+version = "0.3.0"
+description = "Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays."
 optional = false
-python-versions = "~=3.9"
+python-versions = ">=3.10"
 files = [
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+    {file = "jaxtyping-0.3.0-py3-none-any.whl", hash = "sha256:4b20d4e7c94d6a2850d78d7849cf33e38a87b993f2f78977d8093efb42cdb892"},
+    {file = "jaxtyping-0.3.0.tar.gz", hash = "sha256:b334b56436295332addd0b6c451548404d3700c9c35c7fa877c6b3b30ea968de"},
 ]
 
 [package.dependencies]
-typeguard = "2.13.3"
+wadler-lindig = ">=0.1.3"
+
+[package.extras]
+docs = ["hippogriffe (==0.1.0)", "mkdocs (==1.6.1)", "mkdocs-include-exclude-files (==0.1.0)", "mkdocs-ipynb (==0.1.0)", "mkdocs-material (==9.6.7)", "mkdocstrings[python] (==0.28.3)", "pymdown-extensions (==10.14.3)"]
 
 [[package]]
 name = "jedi"
@@ -2723,28 +2691,28 @@ testing = ["Django", "attrs", "colorama", "docopt", "pytest (<9.0.0)"]
 
 [[package]]
 name = "jeepney"
-version = "0.8.0"
+version = "0.9.0"
 description = "Low-level, pure Python DBus protocol wrapper."
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.extras]
 test = ["async-timeout", "pytest", "pytest-asyncio (>=0.17)", "pytest-trio", "testpath", "trio"]
-trio = ["async_generator", "trio"]
+trio = ["trio"]
 
 [[package]]
 name = "jinja2"
-version = "3.1.4"
+version = "3.1.6"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -2780,13 +2748,13 @@ files = [
 
 [[package]]
 name = "jsonargparse"
-version = "4.34.0"
+version = "4.38.0"
 description = "Implement minimal boilerplate CLIs derived from type hints and parse from command line, config files and environment variables."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2796,7 +2764,7 @@ PyYAML = ">=3.13"
 typeshed-client = {version = ">=2.1.0", optional = true, markers = "extra == \"signatures\""}
 
 [package.extras]
-all = ["jsonargparse[fsspec]", "jsonargparse[jsonnet]", "jsonargparse[jsonschema]", "jsonargparse[omegaconf]", "jsonargparse[reconplogger]", "jsonargparse[ruyaml]", "jsonargparse[signatures]", "jsonargparse[typing-extensions]", "jsonargparse[urls]"]
+all = ["jsonargparse[fsspec]", "jsonargparse[jsonnet]", "jsonargparse[jsonschema]", "jsonargparse[omegaconf]", "jsonargparse[reconplogger]", "jsonargparse[ruyaml]", "jsonargparse[signatures]", "jsonargparse[toml]", "jsonargparse[typing-extensions]", "jsonargparse[urls]"]
 argcomplete = ["argcomplete (>=3.5.1)"]
 coverage = ["jsonargparse[test-no-urls]", "pytest-cov (>=4.0.0)"]
 dev = ["build (>=0.10.0)", "jsonargparse[coverage]", "jsonargparse[doc]", "jsonargparse[test]", "pre-commit (>=2.19.0)", "tox (>=3.25.0)"]
@@ -2812,6 +2780,7 @@ shtab = ["shtab (>=1.7.1)"]
 signatures = ["docstring-parser (>=0.15)", "jsonargparse[typing-extensions]", "typeshed-client (>=2.1.0)"]
 test = ["attrs (>=22.2.0)", "jsonargparse[argcomplete]", "jsonargparse[shtab]", "jsonargparse[test-no-urls]", "pydantic (>=2.3.0)", "responses (>=0.12.0)", "types-PyYAML (>=6.0.11)", "types-requests (>=2.28.9)"]
 test-no-urls = ["pytest (>=6.2.5)", "pytest-subtests (>=0.8.0)"]
+toml = ["toml (>=0.10.2)"]
 typing-extensions = ["typing-extensions (>=3.10.0.0)"]
 urls = ["requests (>=2.18.4)"]
 
@@ -2919,17 +2888,17 @@ files = [
 
 [[package]]
 name = "keyring"
-version = "25.5.0"
+version = "25.6.0"
 description = "Store and access your passwords safely."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
-importlib-metadata = {version = ">=4.11.4", markers = "python_version < \"3.12\""}
+importlib_metadata = {version = ">=4.11.4", markers = "python_version < \"3.12\""}
 "jaraco.classes" = "*"
 "jaraco.context" = "*"
 "jaraco.functools" = "*"
@@ -2948,125 +2917,91 @@ type = ["pygobject-stubs", "pytest-mypy", "shtab", "types-pywin32"]
 
 [[package]]
 name = "kiwisolver"
-version = "1.4.7"
+version = "1.4.8"
 description = "A fast implementation of the Cassowary constraint solver"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 files = [
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 python-dateutil = ">=2.7"
 
 [package.extras]
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 ]
 
 [package.dependencies]
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 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-typing-extensions = ">=4.6.0"
+typing_extensions = ">=4.6.0"
 
 [package.extras]
 dmypy = ["psutil (>=4.0)"]
@@ -4074,32 +4001,36 @@ files = [
 
 [[package]]
 name = "narwhals"
-version = "1.13.4"
+version = "1.32.0"
 description = "Extremely lightweight compatibility layer between dataframe libraries"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.extras]
-cudf = ["cudf (>=23.08.00)"]
-dask = ["dask[dataframe] (>=2024.7)"]
+cudf = ["cudf (>=24.10.0)"]
+dask = ["dask[dataframe] (>=2024.8)"]
+duckdb = ["duckdb (>=1.0)"]
+ibis = ["ibis-framework (>=6.0.0)", "packaging", "pyarrow-hotfix", "rich"]
 modin = ["modin"]
 pandas = ["pandas (>=0.25.3)"]
 polars = ["polars (>=0.20.3)"]
 pyarrow = ["pyarrow (>=11.0.0)"]
+pyspark = ["pyspark (>=3.5.0)"]
+sqlframe = ["sqlframe (>=3.22.0)"]
 
 [[package]]
 name = "nbclient"
-version = "0.10.0"
+version = "0.10.2"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
 optional = false
-python-versions = ">=3.8.0"
+python-versions = ">=3.9.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -4110,8 +4041,8 @@ traitlets = ">=5.4"
 
 [package.extras]
 dev = ["pre-commit"]
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+docs = ["autodoc-traits", "flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "mock", "moto", "myst-parser", "nbconvert (>=7.1.0)", "pytest (>=7.0,<8)", "pytest-asyncio", "pytest-cov (>=4.0)", "sphinx (>=1.7)", "sphinx-book-theme", "sphinxcontrib-spelling", "testpath", "xmltodict"]
+test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=7.1.0)", "pytest (>=7.0,<8)", "pytest-asyncio", "pytest-cov (>=4.0)", "testpath", "xmltodict"]
 
 [[package]]
 name = "nbformat"
@@ -4166,27 +4097,35 @@ test = ["pytest (>=7.2)", "pytest-cov (>=4.0)"]
 
 [[package]]
 name = "nh3"
-version = "0.2.18"
-description = "Python bindings to the ammonia HTML sanitization library."
+version = "0.2.21"
+description = "Python binding to Ammonia HTML sanitizer Rust crate"
 optional = false
-python-versions = "*"
+python-versions = ">=3.8"
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 ]
 
 [[package]]
@@ -4390,15 +4329,27 @@ files = [
 [package.dependencies]
 nvidia-nvjitlink-cu12 = "*"
 
+[[package]]
+name = "nvidia-cusparselt-cu12"
+version = "0.6.2"
+description = "NVIDIA cuSPARSELt"
+optional = false
+python-versions = "*"
+files = [
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+
 [[package]]
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-version = "12.560.30"
+version = "12.570.86"
 description = "Python Bindings for the NVIDIA Management Library"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [[package]]
@@ -4495,32 +4446,29 @@ reference = ["Pillow", "google-re2"]
 
 [[package]]
 name = "onnxruntime"
-version = "1.20.1"
+version = "1.21.0"
 description = "ONNX Runtime is a runtime accelerator for Machine Learning models"
 optional = false
-python-versions = "*"
+python-versions = ">=3.10"
 files = [
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+    {file = "onnxruntime-1.21.0-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3995c4a2d81719623c58697b9510f8de9fa42a1da6b4474052797b0d712324fe"},
+    {file = "onnxruntime-1.21.0-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:36b18b8f39c0f84e783902112a0dd3c102466897f96d73bb83f6a6bff283a423"},
 ]
 
 [package.dependencies]
@@ -4560,18 +4508,18 @@ files = [
 
 [[package]]
 name = "opentelemetry-api"
-version = "1.28.1"
+version = "1.31.1"
 description = "OpenTelemetry Python API"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_api-1.28.1-py3-none-any.whl", hash = "sha256:bfe86c95576cf19a914497f439fd79c9553a38de0adbdc26f7cfc46b0c00b16c"},
-    {file = "opentelemetry_api-1.28.1.tar.gz", hash = "sha256:6fa7295a12c707f5aebef82da3d9ec5afe6992f3e42bfe7bec0339a44b3518e7"},
+    {file = "opentelemetry_api-1.31.1-py3-none-any.whl", hash = "sha256:1511a3f470c9c8a32eeea68d4ea37835880c0eed09dd1a0187acc8b1301da0a1"},
+    {file = "opentelemetry_api-1.31.1.tar.gz", hash = "sha256:137ad4b64215f02b3000a0292e077641c8611aab636414632a9b9068593b7e91"},
 ]
 
 [package.dependencies]
 deprecated = ">=1.2.6"
-importlib-metadata = ">=6.0,<=8.5.0"
+importlib-metadata = ">=6.0,<8.7.0"
 
 [[package]]
 name = "opentelemetry-exporter-otlp"
@@ -4648,34 +4596,34 @@ protobuf = ">=3.19,<5.0"
 
 [[package]]
 name = "opentelemetry-sdk"
-version = "1.28.1"
+version = "1.31.1"
 description = "OpenTelemetry Python SDK"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_sdk-1.28.1-py3-none-any.whl", hash = "sha256:72aad7f5fcbe37113c4ab4899f6cdeb6ac77ed3e62f25a85e3627b12583dad0f"},
-    {file = "opentelemetry_sdk-1.28.1.tar.gz", hash = "sha256:100fa371b2046ffba6a340c18f0b2a0463acad7461e5177e126693b613a6ca57"},
+    {file = "opentelemetry_sdk-1.31.1-py3-none-any.whl", hash = "sha256:882d021321f223e37afaca7b4e06c1d8bbc013f9e17ff48a7aa017460a8e7dae"},
+    {file = "opentelemetry_sdk-1.31.1.tar.gz", hash = "sha256:c95f61e74b60769f8ff01ec6ffd3d29684743404603df34b20aa16a49dc8d903"},
 ]
 
 [package.dependencies]
-opentelemetry-api = "1.28.1"
-opentelemetry-semantic-conventions = "0.49b1"
+opentelemetry-api = "1.31.1"
+opentelemetry-semantic-conventions = "0.52b1"
 typing-extensions = ">=3.7.4"
 
 [[package]]
 name = "opentelemetry-semantic-conventions"
-version = "0.49b1"
+version = "0.52b1"
 description = "OpenTelemetry Semantic Conventions"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_semantic_conventions-0.49b1-py3-none-any.whl", hash = "sha256:dd6f3ac8169d2198c752e1a63f827e5f5e110ae9b0ce33f2aad9a3baf0739743"},
-    {file = "opentelemetry_semantic_conventions-0.49b1.tar.gz", hash = "sha256:91817883b159ffb94c2ca9548509c4fe0aafce7c24f437aa6ac3fc613aa9a758"},
+    {file = "opentelemetry_semantic_conventions-0.52b1-py3-none-any.whl", hash = "sha256:72b42db327e29ca8bb1b91e8082514ddf3bbf33f32ec088feb09526ade4bc77e"},
+    {file = "opentelemetry_semantic_conventions-0.52b1.tar.gz", hash = "sha256:7b3d226ecf7523c27499758a58b542b48a0ac8d12be03c0488ff8ec60c5bae5d"},
 ]
 
 [package.dependencies]
 deprecated = ">=1.2.6"
-opentelemetry-api = "1.28.1"
+opentelemetry-api = "1.31.1"
 
 [[package]]
 name = "opt-einsum"
@@ -4690,13 +4638,13 @@ files = [
 
 [[package]]
 name = "optimistix"
-version = "0.0.9"
+version = "0.0.10"
 description = "Nonlinear optimisation in JAX and Equinox."
 optional = false
 python-versions = "~=3.9"
 files = [
-    {file = "optimistix-0.0.9-py3-none-any.whl", hash = "sha256:d47d47ef520a4c4e37ff050c89793401cb7142009ef917a986bdc55f9d5db2aa"},
-    {file = "optimistix-0.0.9.tar.gz", hash = "sha256:b5e3ce9e6d111f399269c7565c68125bdf6bae9b8ff6cacf30232231159354ef"},
+    {file = "optimistix-0.0.10-py3-none-any.whl", hash = "sha256:f10eb93d24311aca21fb6d1e74f39a4a38f976d5accbd577ef1705218609bfdc"},
+    {file = "optimistix-0.0.10.tar.gz", hash = "sha256:80a481d66d64c9445eaf74158b71d65a9087b7e038f0c4bc7714ef5ff6350050"},
 ]
 
 [package.dependencies]
@@ -4769,7 +4717,10 @@ files = [
 ]
 
 [package.dependencies]
-numpy = {version = ">=1.22.4", markers = "python_version < \"3.11\""}
+numpy = [
+    {version = ">=1.22.4", markers = "python_version < \"3.11\""},
+    {version = ">=1.23.2", markers = "python_version == \"3.11\""},
+]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
 tzdata = ">=2022.7"
@@ -4861,15 +4812,18 @@ files = [
 
 [[package]]
 name = "pbr"
-version = "6.1.0"
+version = "6.1.1"
 description = "Python Build Reasonableness"
 optional = false
 python-versions = ">=2.6"
 files = [
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+    {file = "pbr-6.1.1-py2.py3-none-any.whl", hash = "sha256:38d4daea5d9fa63b3f626131b9d34947fd0c8be9b05a29276870580050a25a76"},
+    {file = "pbr-6.1.1.tar.gz", hash = "sha256:93ea72ce6989eb2eed99d0f75721474f69ad88128afdef5ac377eb797c4bf76b"},
 ]
 
+[package.dependencies]
+setuptools = "*"
+
 [[package]]
 name = "pettingzoo"
 version = "1.24.3"
@@ -5016,13 +4970,13 @@ xarray = ["xarray"]
 
 [[package]]
 name = "pkginfo"
-version = "1.11.2"
+version = "1.12.1.2"
 description = "Query metadata from sdists / bdists / installed packages."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "pkginfo-1.12.1.2-py3-none-any.whl", hash = "sha256:c783ac885519cab2c34927ccfa6bf64b5a704d7c69afaea583dd9b7afe969343"},
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 ]
 
 [package.extras]
@@ -5030,19 +4984,19 @@ testing = ["pytest", "pytest-cov", "wheel"]
 
 [[package]]
 name = "platformdirs"
-version = "4.3.6"
+version = "4.3.7"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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+    {file = "platformdirs-4.3.7-py3-none-any.whl", hash = "sha256:a03875334331946f13c549dbd8f4bac7a13a50a895a0eb1e8c6a8ace80d40a94"},
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 ]
 
 [package.extras]
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-test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)"]
-type = ["mypy (>=1.11.2)"]
+docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.4)", "pytest-cov (>=6)", "pytest-mock (>=3.14)"]
+type = ["mypy (>=1.14.1)"]
 
 [[package]]
 name = "plotly"
@@ -5076,13 +5030,13 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "prometheus-client"
-version = "0.21.0"
+version = "0.21.1"
 description = "Python client for the Prometheus monitoring system."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "prometheus_client-0.21.1-py3-none-any.whl", hash = "sha256:594b45c410d6f4f8888940fe80b5cc2521b305a1fafe1c58609ef715a001f301"},
+    {file = "prometheus_client-0.21.1.tar.gz", hash = "sha256:252505a722ac04b0456be05c05f75f45d760c2911ffc45f2a06bcaed9f3ae3fb"},
 ]
 
 [package.extras]
@@ -5090,13 +5044,13 @@ twisted = ["twisted"]
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.48"
+version = "3.0.50"
 description = "Library for building powerful interactive command lines in Python"
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.8.0"
 files = [
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+    {file = "prompt_toolkit-3.0.50-py3-none-any.whl", hash = "sha256:9b6427eb19e479d98acff65196a307c555eb567989e6d88ebbb1b509d9779198"},
+    {file = "prompt_toolkit-3.0.50.tar.gz", hash = "sha256:544748f3860a2623ca5cd6d2795e7a14f3d0e1c3c9728359013f79877fc89bab"},
 ]
 
 [package.dependencies]
@@ -5104,176 +5058,169 @@ wcwidth = "*"
 
 [[package]]
 name = "propcache"
-version = "0.2.0"
+version = "0.3.1"
 description = "Accelerated property cache"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 attrs = ">=22.2.0"
 rpds-py = ">=0.7.0"
+typing-extensions = {version = ">=4.4.0", markers = "python_version < \"3.13\""}
 
 [[package]]
 name = "requests"
@@ -6558,101 +6504,125 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
 name = "rpds-py"
-version = "0.21.0"
+version = "0.24.0"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
 python-versions = ">=3.9"
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+]
+
+[package.dependencies]
+numpy = ">=1.23.5,<2.5"
 
 [package.extras]
 dev = ["cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy (==1.10.0)", "pycodestyle", "pydevtool", "rich-click", "ruff (>=0.0.292)", "types-psutil", "typing_extensions"]
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+doc = ["intersphinx_registry", "jupyterlite-pyodide-kernel", "jupyterlite-sphinx (>=0.16.5)", "jupytext", "matplotlib (>=3.5)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (>=0.15.2)", "sphinx (>=5.0.0,<8.0.0)", "sphinx-copybutton", "sphinx-design (>=0.4.0)"]
+test = ["Cython", "array-api-strict (>=2.0,<2.1.1)", "asv", "gmpy2", "hypothesis (>=6.30)", "meson", "mpmath", "ninja", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
 
 [[package]]
 name = "seaborn"
@@ -6952,24 +6939,24 @@ files = [
 
 [[package]]
 name = "six"
-version = "1.16.0"
+version = "1.17.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
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 ]
 
 [[package]]
 name = "smart-open"
-version = "7.0.5"
+version = "7.1.0"
 description = "Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)"
 optional = false
 python-versions = "<4.0,>=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -6988,13 +6975,13 @@ zst = ["zstandard"]
 
 [[package]]
 name = "smmap"
-version = "5.0.1"
+version = "5.0.2"
 description = "A pure Python implementation of a sliding window memory map manager"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
@@ -7212,13 +7199,13 @@ tqdm = ">=4.50"
 
 [[package]]
 name = "streamlit"
-version = "1.40.1"
+version = "1.44.0"
 description = "A faster way to build and share data apps"
 optional = false
-python-versions = "!=3.9.7,>=3.8"
+python-versions = "!=3.9.7,>=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -7227,7 +7214,7 @@ blinker = ">=1.0.0,<2"
 cachetools = ">=4.0,<6"
 click = ">=7.0,<9"
 gitpython = ">=3.0.7,<3.1.19 || >3.1.19,<4"
-numpy = ">=1.20,<3"
+numpy = ">=1.23,<3"
 packaging = ">=20,<25"
 pandas = ">=1.4.0,<3"
 pillow = ">=7.1.0,<12"
@@ -7235,15 +7222,14 @@ protobuf = ">=3.20,<6"
 pyarrow = ">=7.0"
 pydeck = ">=0.8.0b4,<1"
 requests = ">=2.27,<3"
-rich = ">=10.14.0,<14"
 tenacity = ">=8.1.0,<10"
 toml = ">=0.10.1,<2"
 tornado = ">=6.0.3,<7"
-typing-extensions = ">=4.3.0,<5"
+typing-extensions = ">=4.4.0,<5"
 watchdog = {version = ">=2.1.5,<7", markers = "platform_system != \"Darwin\""}
 
 [package.extras]
-snowflake = ["snowflake-connector-python (>=2.8.0)", "snowflake-snowpark-python[modin] (>=1.17.0)"]
+snowflake = ["snowflake-connector-python (>=3.3.0)", "snowflake-snowpark-python[modin] (>=1.17.0)"]
 
 [[package]]
 name = "super-collections"
@@ -7503,36 +7489,36 @@ files = [
 
 [[package]]
 name = "threadpoolctl"
-version = "3.5.0"
+version = "3.6.0"
 description = "threadpoolctl"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [[package]]
 name = "tifffile"
-version = "2024.9.20"
+version = "2025.3.13"
 description = "Read and write TIFF files"
 optional = false
 python-versions = ">=3.10"
 files = [
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 ]
 
 [package.dependencies]
 numpy = "*"
 
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-codecs = ["imagecodecs (>=2023.8.12)"]
+all = ["defusedxml", "fsspec", "imagecodecs (>=2024.12.30)", "lxml", "matplotlib", "zarr (<3)"]
+codecs = ["imagecodecs (>=2024.12.30)"]
 plot = ["matplotlib"]
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+test = ["cmapfile", "czifile", "dask", "defusedxml", "fsspec", "imagecodecs", "lfdfiles", "lxml", "ndtiff", "oiffile", "psdtags", "pytest", "roifile", "xarray", "zarr (<3)"]
 xml = ["defusedxml", "lxml"]
-zarr = ["fsspec", "zarr"]
+zarr = ["fsspec", "zarr (<3)"]
 
 [[package]]
 name = "tinycss2"
@@ -7583,13 +7569,43 @@ files = [
 
 [[package]]
 name = "tomli"
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 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -7605,28 +7621,31 @@ files = [
 
 [[package]]
 name = "torch"
-version = "2.5.1"
+version = "2.6.0"
 description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
 optional = false
-python-versions = ">=3.8.0"
-files = [
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 ]
 
 [package.dependencies]
@@ -7643,53 +7662,54 @@ nvidia-cufft-cu12 = {version = "11.2.1.3", markers = "platform_system == \"Linux
 nvidia-curand-cu12 = {version = "10.3.5.147", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 nvidia-cusolver-cu12 = {version = "11.6.1.9", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 nvidia-cusparse-cu12 = {version = "12.3.1.170", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cusparselt-cu12 = {version = "0.6.2", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 nvidia-nccl-cu12 = {version = "2.21.5", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 nvidia-nvjitlink-cu12 = {version = "12.4.127", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 nvidia-nvtx-cu12 = {version = "12.4.127", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 sympy = {version = "1.13.1", markers = "python_version >= \"3.9\""}
-triton = {version = "3.1.0", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and python_version < \"3.13\""}
-typing-extensions = ">=4.8.0"
+triton = {version = "3.2.0", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+typing-extensions = ">=4.10.0"
 
 [package.extras]
 opt-einsum = ["opt-einsum (>=3.3)"]
-optree = ["optree (>=0.12.0)"]
+optree = ["optree (>=0.13.0)"]
 
 [[package]]
 name = "tornado"
-version = "6.4.1"
+version = "6.4.2"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
 name = "tqdm"
-version = "4.67.0"
+version = "4.67.1"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
+dev = ["nbval", "pytest (>=6)", "pytest-asyncio (>=0.24)", "pytest-cov", "pytest-timeout"]
 discord = ["requests"]
 notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
@@ -7712,21 +7732,18 @@ test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,
 
 [[package]]
 name = "triton"
-version = "3.1.0"
+version = "3.2.0"
 description = "A language and compiler for custom Deep Learning operations"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
-[package.dependencies]
-filelock = "*"
-
 [package.extras]
 build = ["cmake (>=3.20)", "lit"]
 tests = ["autopep8", "flake8", "isort", "llnl-hatchet", "numpy", "pytest", "scipy (>=1.7.1)"]
@@ -7771,13 +7788,13 @@ test = ["mypy", "pytest", "typing-extensions"]
 
 [[package]]
 name = "typer"
-version = "0.13.0"
+version = "0.15.2"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "typer-0.15.2-py3-none-any.whl", hash = "sha256:46a499c6107d645a9c13f7ee46c5d5096cae6f5fc57dd11eccbbb9ae3e44ddfc"},
+    {file = "typer-0.15.2.tar.gz", hash = "sha256:ab2fab47533a813c49fe1f16b1a370fd5819099c00b119e0633df65f22144ba5"},
 ]
 
 [package.dependencies]
@@ -7788,24 +7805,24 @@ typing-extensions = ">=3.7.4.3"
 
 [[package]]
 name = "types-pyyaml"
-version = "6.0.12.20240917"
+version = "6.0.12.20250326"
 description = "Typing stubs for PyYAML"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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+    {file = "types_pyyaml-6.0.12.20250326-py3-none-any.whl", hash = "sha256:961871cfbdc1ad8ae3cb6ae3f13007262bcfc168adc513119755a6e4d5d7ed65"},
+    {file = "types_pyyaml-6.0.12.20250326.tar.gz", hash = "sha256:5e2d86d8706697803f361ba0b8188eef2999e1c372cd4faee4ebb0844b8a4190"},
 ]
 
 [[package]]
 name = "types-tabulate"
-version = "0.9.0.20240106"
+version = "0.9.0.20241207"
 description = "Typing stubs for tabulate"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-tabulate-0.9.0.20240106.tar.gz", hash = "sha256:c9b6db10dd7fcf55bd1712dd3537f86ddce72a08fd62bb1af4338c7096ce947e"},
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+    {file = "types_tabulate-0.9.0.20241207-py3-none-any.whl", hash = "sha256:b8dad1343c2a8ba5861c5441370c3e35908edd234ff036d4298708a1d4cf8a85"},
+    {file = "types_tabulate-0.9.0.20241207.tar.gz", hash = "sha256:ac1ac174750c0a385dfd248edc6279fa328aaf4ea317915ab879a2ec47833230"},
 ]
 
 [[package]]
@@ -7825,35 +7842,35 @@ typing-extensions = ">=4.5.0"
 
 [[package]]
 name = "typing-extensions"
-version = "4.12.2"
+version = "4.13.0"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
+    {file = "typing_extensions-4.13.0-py3-none-any.whl", hash = "sha256:c8dd92cc0d6425a97c18fbb9d1954e5ff92c1ca881a309c45f06ebc0b79058e5"},
+    {file = "typing_extensions-4.13.0.tar.gz", hash = "sha256:0a4ac55a5820789d87e297727d229866c9650f6521b64206413c4fbada24d95b"},
 ]
 
 [[package]]
 name = "tzdata"
-version = "2024.2"
+version = "2025.2"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 files = [
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 [[package]]
 name = "urllib3"
-version = "2.2.3"
+version = "2.3.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 [package.extras]
@@ -7958,13 +7975,13 @@ there = "*"
 
 [[package]]
 name = "virtualenv"
-version = "20.27.1"
+version = "20.29.3"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
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+[[package]]
+name = "wadler-lindig"
+version = "0.1.4"
+description = "A Wadler–Lindig pretty-printer for Python."
+optional = false
+python-versions = ">=3.10"
+files = [
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+
+[package.extras]
+dev = ["numpy", "pre-commit", "pytest"]
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+
 [[package]]
 name = "watchdog"
 version = "6.0.0"
@@ -8020,94 +8052,82 @@ watchmedo = ["PyYAML (>=3.10)"]
 
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+version = "1.0.4"
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-python-versions = ">=3.8"
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 [package.extras]
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 test = ["pytest", "ruff"]
 
 [[package]]
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 [[package]]
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 ]
 
 [package.dependencies]
@@ -8568,5 +8588,5 @@ test = ["pytest"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = ">=3.10,<3.11"
-content-hash = "3ea4b806da2207bb70fb6d688f179c4e12e3778f104eccd5af37f45d24f09e1c"
+python-versions = ">=3.10,<3.12"
+content-hash = "c8b1d73baad08d6ea11859d7631fce247e740fe03a5eba6bccaf45f91c34bad9"
diff --git a/pyproject.toml b/pyproject.toml
index 80fe7312..28761d9a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -21,7 +21,7 @@ packages = [
     ]
 
 [tool.poetry.dependencies]
-python = ">=3.10,<3.11"
+python = ">=3.10,<3.12"
 numpy = "^1.25.0"
 tqdm = "^4.66.1"
 scikit-learn = "^1.3.0"