diff --git a/poetry.lock b/poetry.lock
index 780cee9ea..772b4025a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,20 +1,22 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.3.1 and should not be changed by hand.
 
 [[package]]
 name = "alabaster"
-version = "0.7.13"
-description = "A configurable sidebar-enabled Sphinx theme"
+version = "0.7.16"
+description = "A light, configurable Sphinx theme"
+category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.9"
 files = [
-    {file = "alabaster-0.7.13-py3-none-any.whl", hash = "sha256:1ee19aca801bbabb5ba3f5f258e4422dfa86f82f3e9cefb0859b283cdd7f62a3"},
-    {file = "alabaster-0.7.13.tar.gz", hash = "sha256:a27a4a084d5e690e16e01e03ad2b2e552c61a65469419b907243193de1a84ae2"},
+    {file = "alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"},
+    {file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"},
 ]
 
 [[package]]
 name = "appnope"
 version = "0.1.4"
 description = "Disable App Nap on macOS >= 10.9"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -26,6 +28,7 @@ files = [
 name = "argparse"
 version = "1.4.0"
 description = "Python command-line parsing library"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -37,6 +40,7 @@ files = [
 name = "asteval"
 version = "0.9.33"
 description = "Safe, minimalistic evaluator of python expression using ast module"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -54,6 +58,7 @@ test = ["coverage", "pytest", "pytest-cov"]
 name = "asttokens"
 version = "2.4.1"
 description = "Annotate AST trees with source code positions"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -72,6 +77,7 @@ test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
 name = "attrs"
 version = "23.2.0"
 description = "Classes Without Boilerplate"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -91,6 +97,7 @@ tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "p
 name = "autopep8"
 version = "1.6.0"
 description = "A tool that automatically formats Python code to conform to the PEP 8 style guide"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -106,6 +113,7 @@ toml = "*"
 name = "babel"
 version = "2.15.0"
 description = "Internationalization utilities"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -113,27 +121,14 @@ files = [
     {file = "babel-2.15.0.tar.gz", hash = "sha256:8daf0e265d05768bc6c7a314cf1321e9a123afc328cc635c18622a2f30a04413"},
 ]
 
-[package.dependencies]
-pytz = {version = ">=2015.7", markers = "python_version < \"3.9\""}
-
 [package.extras]
 dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
 
-[[package]]
-name = "backcall"
-version = "0.2.0"
-description = "Specifications for callback functions passed in to an API"
-optional = false
-python-versions = "*"
-files = [
-    {file = "backcall-0.2.0-py2.py3-none-any.whl", hash = "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"},
-    {file = "backcall-0.2.0.tar.gz", hash = "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e"},
-]
-
 [[package]]
 name = "bandit"
 version = "1.7.4"
 description = "Security oriented static analyser for python code."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -156,6 +151,7 @@ yaml = ["PyYAML"]
 name = "beautifulsoup4"
 version = "4.12.3"
 description = "Screen-scraping library"
+category = "dev"
 optional = false
 python-versions = ">=3.6.0"
 files = [
@@ -177,6 +173,7 @@ lxml = ["lxml"]
 name = "bleach"
 version = "6.1.0"
 description = "An easy safelist-based HTML-sanitizing tool."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -195,6 +192,7 @@ css = ["tinycss2 (>=1.1.0,<1.3)"]
 name = "build"
 version = "1.2.1"
 description = "A simple, correct Python build frontend"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -220,6 +218,7 @@ virtualenv = ["virtualenv (>=20.0.35)"]
 name = "cachecontrol"
 version = "0.14.0"
 description = "httplib2 caching for requests"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -241,6 +240,7 @@ redis = ["redis (>=2.10.5)"]
 name = "certifi"
 version = "2024.7.4"
 description = "Python package for providing Mozilla's CA Bundle."
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -252,6 +252,7 @@ files = [
 name = "cffi"
 version = "1.16.0"
 description = "Foreign Function Interface for Python calling C code."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -316,6 +317,7 @@ pycparser = "*"
 name = "charset-normalizer"
 version = "3.3.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+category = "dev"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -415,6 +417,7 @@ files = [
 name = "cleo"
 version = "2.1.0"
 description = "Cleo allows you to create beautiful and testable command-line interfaces."
+category = "dev"
 optional = false
 python-versions = ">=3.7,<4.0"
 files = [
@@ -430,6 +433,7 @@ rapidfuzz = ">=3.0.0,<4.0.0"
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
+category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
@@ -441,6 +445,7 @@ files = [
 name = "comm"
 version = "0.2.2"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -456,79 +461,73 @@ test = ["pytest"]
 
 [[package]]
 name = "contourpy"
-version = "1.1.1"
+version = "1.2.1"
 description = "Python library for calculating contours of 2D quadrilateral grids"
-optional = false
-python-versions = ">=3.8"
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+    {file = "contourpy-1.2.1.tar.gz", hash = "sha256:4d8908b3bee1c889e547867ca4cdc54e5ab6be6d3e078556814a22457f49423c"},
+]
+
+[package.dependencies]
+numpy = ">=1.20"
 
 [package.extras]
 bokeh = ["bokeh", "selenium"]
 docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
-mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.4.1)", "types-Pillow"]
+mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.8.0)", "types-Pillow"]
 test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
-test-no-images = ["pytest", "pytest-cov", "wurlitzer"]
+test-no-images = ["pytest", "pytest-cov", "pytest-xdist", "wurlitzer"]
 
 [[package]]
 name = "coverage"
 version = "6.5.0"
 description = "Code coverage measurement for Python"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -594,6 +593,7 @@ toml = ["tomli"]
 name = "crashtest"
 version = "0.4.1"
 description = "Manage Python errors with ease"
+category = "dev"
 optional = false
 python-versions = ">=3.7,<4.0"
 files = [
@@ -605,6 +605,7 @@ files = [
 name = "cryptography"
 version = "43.0.0"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -654,6 +655,7 @@ test-randomorder = ["pytest-randomly"]
 name = "cycler"
 version = "0.12.1"
 description = "Composable style cycles"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -669,6 +671,7 @@ tests = ["pytest", "pytest-cov", "pytest-xdist"]
 name = "darglint"
 version = "1.8.1"
 description = "A utility for ensuring Google-style docstrings stay up to date with the source code."
+category = "dev"
 optional = false
 python-versions = ">=3.6,<4.0"
 files = [
@@ -680,6 +683,7 @@ files = [
 name = "debugpy"
 version = "1.8.2"
 description = "An implementation of the Debug Adapter Protocol for Python"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -711,6 +715,7 @@ files = [
 name = "decorator"
 version = "5.1.1"
 description = "Decorators for Humans"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -722,6 +727,7 @@ files = [
 name = "defusedxml"
 version = "0.7.1"
 description = "XML bomb protection for Python stdlib modules"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -733,6 +739,7 @@ files = [
 name = "distlib"
 version = "0.3.8"
 description = "Distribution utilities"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -744,6 +751,7 @@ files = [
 name = "docutils"
 version = "0.17.1"
 description = "Docutils -- Python Documentation Utilities"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -755,6 +763,7 @@ files = [
 name = "dulwich"
 version = "0.21.7"
 description = "Python Git Library"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -842,6 +851,7 @@ pgp = ["gpg"]
 name = "entrypoints"
 version = "0.4"
 description = "Discover and load entry points from installed packages."
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -853,6 +863,7 @@ files = [
 name = "eradicate"
 version = "2.3.0"
 description = "Removes commented-out code."
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -864,6 +875,7 @@ files = [
 name = "exceptiongroup"
 version = "1.2.2"
 description = "Backport of PEP 654 (exception groups)"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -878,6 +890,7 @@ test = ["pytest (>=6)"]
 name = "executing"
 version = "2.0.1"
 description = "Get the currently executing AST node of a frame, and other information"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -892,6 +905,7 @@ tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipyth
 name = "fastjsonschema"
 version = "2.20.0"
 description = "Fastest Python implementation of JSON schema"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -906,6 +920,7 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 name = "filelock"
 version = "3.15.4"
 description = "A platform independent file lock."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -922,6 +937,7 @@ typing = ["typing-extensions (>=4.8)"]
 name = "flake8"
 version = "4.0.1"
 description = "the modular source code checker: pep8 pyflakes and co"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -938,6 +954,7 @@ pyflakes = ">=2.4.0,<2.5.0"
 name = "flake8-bandit"
 version = "3.0.0"
 description = "Automated security testing with bandit and flake8."
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -955,6 +972,7 @@ pycodestyle = "*"
 name = "flake8-bugbear"
 version = "22.12.6"
 description = "A plugin for flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in pyflakes and pycodestyle."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -973,6 +991,7 @@ dev = ["coverage", "hypothesis", "hypothesmith (>=0.2)", "pre-commit", "tox"]
 name = "flake8-builtins"
 version = "1.5.3"
 description = "Check for python builtins being used as variables or parameters."
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -990,6 +1009,7 @@ test = ["coverage", "coveralls", "mock", "pytest", "pytest-cov"]
 name = "flake8-comprehensions"
 version = "3.15.0"
 description = "A flake8 plugin to help you write better list/set/dict comprehensions."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1004,6 +1024,7 @@ flake8 = ">=3,<3.2 || >3.2"
 name = "flake8-docstrings"
 version = "1.7.0"
 description = "Extension for flake8 which uses pydocstyle to check docstrings"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1019,6 +1040,7 @@ pydocstyle = ">=2.1"
 name = "flake8-eradicate"
 version = "1.4.0"
 description = "Flake8 plugin to find commented out code"
+category = "dev"
 optional = false
 python-versions = ">=3.7,<4.0"
 files = [
@@ -1035,6 +1057,7 @@ flake8 = ">=3.5,<6"
 name = "flake8-isort"
 version = "4.2.0"
 description = "flake8 plugin that integrates isort ."
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1053,6 +1076,7 @@ test = ["pytest-cov"]
 name = "flake8-mutable"
 version = "1.2.0"
 description = "mutable defaults flake8 extension"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1067,6 +1091,7 @@ flake8 = "*"
 name = "flake8-plugin-utils"
 version = "1.3.3"
 description = "The package provides base classes and utils for flake8 plugin writing"
+category = "dev"
 optional = false
 python-versions = ">=3.6,<4.0"
 files = [
@@ -1078,6 +1103,7 @@ files = [
 name = "flake8-polyfill"
 version = "1.0.2"
 description = "Polyfill package for Flake8 plugins"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1092,6 +1118,7 @@ flake8 = "*"
 name = "flake8-pytest-style"
 version = "1.7.2"
 description = "A flake8 plugin checking common style issues or inconsistencies with pytest-based tests."
+category = "dev"
 optional = false
 python-versions = ">=3.7.2,<4.0.0"
 files = [
@@ -1106,6 +1133,7 @@ flake8-plugin-utils = ">=1.3.2,<2.0.0"
 name = "flake8-spellcheck"
 version = "0.25.0"
 description = "Spellcheck variables, comments and docstrings"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1120,6 +1148,7 @@ flake8 = ">3.0.0"
 name = "flakeheaven"
 version = "3.3.0"
 description = "FlakeHeaven is a [Flake8](https://gitlab.com/pycqa/flake8) wrapper to make it cool."
+category = "dev"
 optional = false
 python-versions = ">=3.7,<4.0"
 files = [
@@ -1142,6 +1171,7 @@ docs = ["alabaster", "myst-parser (>=0.18.0,<0.19.0)", "pygments-github-lexers",
 name = "fonttools"
 version = "4.53.1"
 description = "Tools to manipulate font files"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1207,6 +1237,7 @@ woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
 name = "gitdb"
 version = "4.0.11"
 description = "Git Object Database"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1221,6 +1252,7 @@ smmap = ">=3.0.1,<6"
 name = "gitpython"
 version = "3.1.43"
 description = "GitPython is a Python library used to interact with Git repositories"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1239,6 +1271,7 @@ test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit",
 name = "idna"
 version = "3.7"
 description = "Internationalized Domain Names in Applications (IDNA)"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1250,6 +1283,7 @@ files = [
 name = "imagesize"
 version = "1.4.1"
 description = "Getting image size from png/jpeg/jpeg2000/gif file"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -1261,6 +1295,7 @@ files = [
 name = "importlib-metadata"
 version = "8.0.0"
 description = "Read metadata from Python packages"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1280,6 +1315,7 @@ test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "p
 name = "importlib-resources"
 version = "6.4.0"
 description = "Read resources from Python packages"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1298,6 +1334,7 @@ testing = ["jaraco.test (>=5.4)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "p
 name = "iniconfig"
 version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1309,6 +1346,7 @@ files = [
 name = "installer"
 version = "0.7.0"
 description = "A library for installing Python wheels."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1320,6 +1358,7 @@ files = [
 name = "ipykernel"
 version = "6.29.5"
 description = "IPython Kernel for Jupyter"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1333,7 +1372,7 @@ comm = ">=0.1.1"
 debugpy = ">=1.6.5"
 ipython = ">=7.23.1"
 jupyter-client = ">=6.1.12"
-jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
+jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
 matplotlib-inline = ">=0.1"
 nest-asyncio = "*"
 packaging = "*"
@@ -1351,47 +1390,47 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio
 
 [[package]]
 name = "ipython"
-version = "8.12.3"
+version = "8.18.1"
 description = "IPython: Productive Interactive Computing"
+category = "dev"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "ipython-8.12.3-py3-none-any.whl", hash = "sha256:b0340d46a933d27c657b211a329d0be23793c36595acf9e6ef4164bc01a1804c"},
-    {file = "ipython-8.12.3.tar.gz", hash = "sha256:3910c4b54543c2ad73d06579aa771041b7d5707b033bd488669b4cf544e3b363"},
+    {file = "ipython-8.18.1-py3-none-any.whl", hash = "sha256:e8267419d72d81955ec1177f8a29aaa90ac80ad647499201119e2f05e99aa397"},
+    {file = "ipython-8.18.1.tar.gz", hash = "sha256:ca6f079bb33457c66e233e4580ebfc4128855b4cf6370dddd73842a9563e8a27"},
 ]
 
 [package.dependencies]
-appnope = {version = "*", markers = "sys_platform == \"darwin\""}
-backcall = "*"
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
 decorator = "*"
+exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
 jedi = ">=0.16"
 matplotlib-inline = "*"
 pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
-pickleshare = "*"
-prompt-toolkit = ">=3.0.30,<3.0.37 || >3.0.37,<3.1.0"
+prompt-toolkit = ">=3.0.41,<3.1.0"
 pygments = ">=2.4.0"
 stack-data = "*"
 traitlets = ">=5"
 typing-extensions = {version = "*", markers = "python_version < \"3.10\""}
 
 [package.extras]
-all = ["black", "curio", "docrepr", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.21)", "pandas", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"]
+all = ["black", "curio", "docrepr", "exceptiongroup", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.22)", "pandas", "pickleshare", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio (<0.22)", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"]
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 nbconvert = ["nbconvert"]
 nbformat = ["nbformat"]
 notebook = ["ipywidgets", "notebook"]
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+test = ["pickleshare", "pytest (<7.1)", "pytest-asyncio (<0.22)", "testpath"]
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 [[package]]
 name = "isort"
 version = "5.13.2"
 description = "A Python utility / library to sort Python imports."
+category = "dev"
 optional = false
 python-versions = ">=3.8.0"
 files = [
@@ -1406,6 +1445,7 @@ colors = ["colorama (>=0.4.6)"]
 name = "jaraco-classes"
 version = "3.4.0"
 description = "Utility functions for Python class constructs"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1424,6 +1464,7 @@ testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-ena
 name = "jedi"
 version = "0.19.1"
 description = "An autocompletion tool for Python that can be used for text editors."
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1443,6 +1484,7 @@ testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 name = "jeepney"
 version = "0.8.0"
 description = "Low-level, pure Python DBus protocol wrapper."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1458,6 +1500,7 @@ trio = ["async_generator", "trio"]
 name = "jinja2"
 version = "3.1.4"
 description = "A very fast and expressive template engine."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1475,6 +1518,7 @@ i18n = ["Babel (>=2.7)"]
 name = "joblib"
 version = "1.4.2"
 description = "Lightweight pipelining with Python functions"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1486,6 +1530,7 @@ files = [
 name = "jsonschema"
 version = "4.23.0"
 description = "An implementation of JSON Schema validation for Python"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1495,9 +1540,7 @@ files = [
 
 [package.dependencies]
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 referencing = ">=0.28.4"
 rpds-py = ">=0.7.1"
 
@@ -1509,6 +1552,7 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 name = "jsonschema-specifications"
 version = "2023.12.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1517,13 +1561,13 @@ files = [
 ]
 
 [package.dependencies]
-importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
 referencing = ">=0.31.0"
 
 [[package]]
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 version = "8.6.2"
 description = "Jupyter protocol implementation and client libraries"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1533,7 +1577,7 @@ files = [
 
 [package.dependencies]
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 python-dateutil = ">=2.8.2"
 pyzmq = ">=23.0"
 tornado = ">=6.2"
@@ -1547,6 +1591,7 @@ test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pyt
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 version = "5.7.2"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1567,6 +1612,7 @@ test = ["ipykernel", "pre-commit", "pytest (<8)", "pytest-cov", "pytest-timeout"
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 version = "0.3.0"
 description = "Pygments theme using JupyterLab CSS variables"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1578,6 +1624,7 @@ files = [
 name = "keyring"
 version = "24.3.1"
 description = "Store and access your passwords safely."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1587,7 +1634,6 @@ files = [
 
 [package.dependencies]
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 version = "1.4.5"
 description = "A fast implementation of the Cassowary constraint solver"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1715,6 +1762,7 @@ files = [
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 version = "1.0.0"
 description = "Backports of the linecache module"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
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 version = "2.1.5"
 description = "Safely add untrusted strings to HTML/XML markup."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1852,17 +1884,21 @@ contourpy = ">=1.0.1"
 cycler = ">=0.10"
 fonttools = ">=4.22.0"
 importlib-resources = {version = ">=3.2.0", markers = "python_version < \"3.10\""}
-kiwisolver = ">=1.0.1"
-numpy = ">=1.20,<2"
+kiwisolver = ">=1.3.1"
+numpy = ">=1.23"
 packaging = ">=20.0"
-pillow = ">=6.2.0"
+pillow = ">=8"
 pyparsing = ">=2.3.1"
 python-dateutil = ">=2.7"
 
+[package.extras]
+dev = ["meson-python (>=0.13.1)", "numpy (>=1.25)", "pybind11 (>=2.6)", "setuptools (>=64)", "setuptools_scm (>=7)"]
+
 [[package]]
 name = "matplotlib-inline"
 version = "0.1.7"
 description = "Inline Matplotlib backend for Jupyter"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1877,6 +1913,7 @@ traitlets = "*"
 name = "mccabe"
 version = "0.6.1"
 description = "McCabe checker, plugin for flake8"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1888,6 +1925,7 @@ files = [
 name = "mistune"
 version = "2.0.5"
 description = "A sane Markdown parser with useful plugins and renderers"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1899,6 +1937,7 @@ files = [
 name = "more-itertools"
 version = "10.3.0"
 description = "More routines for operating on iterables, beyond itertools"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1910,6 +1949,7 @@ files = [
 name = "msgpack"
 version = "1.0.8"
 description = "MessagePack serializer"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1975,6 +2015,7 @@ files = [
 name = "nbclient"
 version = "0.10.0"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
+category = "dev"
 optional = false
 python-versions = ">=3.8.0"
 files = [
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 [package.dependencies]
 jupyter-client = ">=6.1.12"
-jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
+jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
 nbformat = ">=5.1"
 traitlets = ">=5.4"
 
@@ -1997,6 +2038,7 @@ test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=
 name = "nbconvert"
 version = "7.2.10"
 description = "Converting Jupyter Notebooks"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2035,6 +2077,7 @@ webpdf = ["pyppeteer (>=1,<1.1)"]
 name = "nbformat"
 version = "5.10.4"
 description = "The Jupyter Notebook format"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2045,7 +2088,7 @@ files = [
 [package.dependencies]
 fastjsonschema = ">=2.15"
 jsonschema = ">=2.6"
-jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
+jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
 traitlets = ">=5.1"
 
 [package.extras]
@@ -2056,6 +2099,7 @@ test = ["pep440", "pre-commit", "pytest", "testpath"]
 name = "nest-asyncio"
 version = "1.6.0"
 description = "Patch asyncio to allow nested event loops"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -2067,6 +2111,7 @@ files = [
 name = "networkx"
 version = "2.8.7"
 description = "Python package for creating and manipulating graphs and networks"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2083,45 +2128,55 @@ test = ["codecov (>=2.1)", "pytest (>=7.1)", "pytest-cov (>=3.0)"]
 
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+    {file = "numpy-1.26.4-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:95a7476c59002f2f6c590b9b7b998306fba6a5aa646b1e22ddfeaf8f78c3a29c"},
+    {file = "numpy-1.26.4-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:7e50d0a0cc3189f9cb0aeb3a6a6af18c16f59f004b866cd2be1c14b36134a4a0"},
+    {file = "numpy-1.26.4.tar.gz", hash = "sha256:2a02aba9ed12e4ac4eb3ea9421c420301a0c6460d9830d74a9df87efa4912010"},
 ]
 
 [[package]]
 name = "packaging"
 version = "24.1"
 description = "Core utilities for Python packages"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2133,6 +2188,7 @@ files = [
 name = "pandas"
 version = "1.5.3"
 description = "Powerful data structures for data analysis, time series, and statistics"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2180,6 +2236,7 @@ test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"]
 name = "pandocfilters"
 version = "1.5.1"
 description = "Utilities for writing pandoc filters in python"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -2191,6 +2248,7 @@ files = [
 name = "parso"
 version = "0.8.4"
 description = "A Python Parser"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2206,6 +2264,7 @@ testing = ["docopt", "pytest"]
 name = "pbr"
 version = "6.0.0"
 description = "Python Build Reasonableness"
+category = "dev"
 optional = false
 python-versions = ">=2.6"
 files = [
@@ -2217,6 +2276,7 @@ files = [
 name = "pep8-naming"
 version = "0.12.1"
 description = "Check PEP-8 naming conventions, plugin for flake8"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2232,6 +2292,7 @@ flake8-polyfill = ">=1.0.2,<2"
 name = "pexpect"
 version = "4.9.0"
 description = "Pexpect allows easy control of interactive console applications."
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2242,21 +2303,11 @@ files = [
 [package.dependencies]
 ptyprocess = ">=0.5"
 
-[[package]]
-name = "pickleshare"
-version = "0.7.5"
-description = "Tiny 'shelve'-like database with concurrency support"
-optional = false
-python-versions = "*"
-files = [
-    {file = "pickleshare-0.7.5-py2.py3-none-any.whl", hash = "sha256:9649af414d74d4df115d5d718f82acb59c9d418196b7b4290ed47a12ce62df56"},
-    {file = "pickleshare-0.7.5.tar.gz", hash = "sha256:87683d47965c1da65cdacaf31c8441d12b8044cdec9aca500cd78fc2c683afca"},
-]
-
 [[package]]
 name = "pillow"
 version = "10.4.0"
 description = "Python Imaging Library (Fork)"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2354,6 +2405,7 @@ xmp = ["defusedxml"]
 name = "pkginfo"
 version = "1.11.1"
 description = "Query metadata from sdists / bdists / installed packages."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2364,21 +2416,11 @@ files = [
 [package.extras]
 testing = ["pytest", "pytest-cov", "wheel"]
 
-[[package]]
-name = "pkgutil-resolve-name"
-version = "1.3.10"
-description = "Resolve a name to an object."
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "pkgutil_resolve_name-1.3.10-py3-none-any.whl", hash = "sha256:ca27cc078d25c5ad71a9de0a7a330146c4e014c2462d9af19c6b828280649c5e"},
-    {file = "pkgutil_resolve_name-1.3.10.tar.gz", hash = "sha256:357d6c9e6a755653cfd78893817c0853af365dd51ec97f3d358a819373bbd174"},
-]
-
 [[package]]
 name = "platformdirs"
 version = "4.2.2"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2395,6 +2437,7 @@ type = ["mypy (>=1.8)"]
 name = "pluggy"
 version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2410,6 +2453,7 @@ testing = ["pytest", "pytest-benchmark"]
 name = "poetry"
 version = "1.8.3"
 description = "Python dependency management and packaging made easy."
+category = "dev"
 optional = false
 python-versions = "<4.0,>=3.8"
 files = [
@@ -2447,6 +2491,7 @@ xattr = {version = ">=1.0.0,<2.0.0", markers = "sys_platform == \"darwin\""}
 name = "poetry-core"
 version = "1.9.0"
 description = "Poetry PEP 517 Build Backend"
+category = "dev"
 optional = false
 python-versions = ">=3.8,<4.0"
 files = [
@@ -2458,6 +2503,7 @@ files = [
 name = "poetry-plugin-export"
 version = "1.8.0"
 description = "Poetry plugin to export the dependencies to various formats"
+category = "dev"
 optional = false
 python-versions = "<4.0,>=3.8"
 files = [
@@ -2473,6 +2519,7 @@ poetry-core = ">=1.7.0,<3.0.0"
 name = "prompt-toolkit"
 version = "3.0.47"
 description = "Library for building powerful interactive command lines in Python"
+category = "dev"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -2487,6 +2534,7 @@ wcwidth = "*"
 name = "psutil"
 version = "6.0.0"
 description = "Cross-platform lib for process and system monitoring in Python."
+category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
@@ -2516,6 +2564,7 @@ test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
 name = "ptyprocess"
 version = "0.7.0"
 description = "Run a subprocess in a pseudo terminal"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2527,6 +2576,7 @@ files = [
 name = "pure-eval"
 version = "0.2.3"
 description = "Safely evaluate AST nodes without side effects"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2541,6 +2591,7 @@ tests = ["pytest"]
 name = "pycodestyle"
 version = "2.8.0"
 description = "Python style guide checker"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -2552,6 +2603,7 @@ files = [
 name = "pycparser"
 version = "2.22"
 description = "C parser in Python"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2563,6 +2615,7 @@ files = [
 name = "pydocstyle"
 version = "6.3.0"
 description = "Python docstring style checker"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2580,6 +2633,7 @@ toml = ["tomli (>=1.2.3)"]
 name = "pyflakes"
 version = "2.4.0"
 description = "passive checker of Python programs"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -2591,6 +2645,7 @@ files = [
 name = "pygments"
 version = "2.18.0"
 description = "Pygments is a syntax highlighting package written in Python."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2605,6 +2660,7 @@ windows-terminal = ["colorama (>=0.4.6)"]
 name = "pyparsing"
 version = "3.1.2"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
+category = "dev"
 optional = false
 python-versions = ">=3.6.8"
 files = [
@@ -2619,6 +2675,7 @@ diagrams = ["jinja2", "railroad-diagrams"]
 name = "pyproject-hooks"
 version = "1.1.0"
 description = "Wrappers to call pyproject.toml-based build backend hooks."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2630,6 +2687,7 @@ files = [
 name = "pytest"
 version = "7.4.4"
 description = "pytest: simple powerful testing with Python"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2652,6 +2710,7 @@ testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "no
 name = "pytest-cov"
 version = "3.0.0"
 description = "Pytest plugin for measuring coverage."
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2670,6 +2729,7 @@ testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtuale
 name = "python-dateutil"
 version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
+category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
@@ -2684,6 +2744,7 @@ six = ">=1.5"
 name = "pytz"
 version = "2024.1"
 description = "World timezone definitions, modern and historical"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2695,6 +2756,7 @@ files = [
 name = "pywin32"
 version = "306"
 description = "Python for Window Extensions"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2718,6 +2780,7 @@ files = [
 name = "pywin32-ctypes"
 version = "0.2.2"
 description = "A (partial) reimplementation of pywin32 using ctypes/cffi"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2729,6 +2792,7 @@ files = [
 name = "pyyaml"
 version = "6.0.1"
 description = "YAML parser and emitter for Python"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2778,6 +2842,7 @@ files = [
 name = "pyzmq"
 version = "26.0.3"
 description = "Python bindings for 0MQ"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2878,6 +2943,7 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 name = "rapidfuzz"
 version = "3.9.4"
 description = "rapid fuzzy string matching"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2983,6 +3049,7 @@ full = ["numpy"]
 name = "referencing"
 version = "0.35.1"
 description = "JSON Referencing + Python"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2998,6 +3065,7 @@ rpds-py = ">=0.7.0"
 name = "requests"
 version = "2.32.3"
 description = "Python HTTP for Humans."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3019,6 +3087,7 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 name = "requests-toolbelt"
 version = "1.0.0"
 description = "A utility belt for advanced users of python-requests"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -3033,6 +3102,7 @@ requests = ">=2.0.1,<3.0.0"
 name = "rpds-py"
 version = "0.19.0"
 description = "Python bindings to Rust's persistent data structures (rpds)"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3139,93 +3209,98 @@ files = [
 
 [[package]]
 name = "scikit-learn"
-version = "1.3.2"
+version = "1.5.1"
 description = "A set of python modules for machine learning and data mining"
-optional = false
-python-versions = ">=3.8"
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-
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+python-versions = ">=3.9"
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 [[package]]
 name = "secretstorage"
 version = "3.3.3"
 description = "Python bindings to FreeDesktop.org Secret Service API"
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 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3241,6 +3316,7 @@ jeepney = ">=0.6"
 name = "shellingham"
 version = "1.5.4"
 description = "Tool to Detect Surrounding Shell"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3252,6 +3328,7 @@ files = [
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 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -3263,6 +3340,7 @@ files = [
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 version = "5.0.1"
 description = "A pure Python implementation of a sliding window memory map manager"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3274,6 +3352,7 @@ files = [
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 version = "2.2.0"
 description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3285,6 +3364,7 @@ files = [
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 version = "2.5"
 description = "A modern CSS selector implementation for Beautiful Soup."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3296,6 +3376,7 @@ files = [
 name = "sphinx"
 version = "4.5.0"
 description = "Python documentation generator"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3331,6 +3412,7 @@ test = ["cython", "html5lib", "pytest", "pytest-cov", "typed-ast"]
 name = "sphinx-rtd-theme"
 version = "1.3.0"
 description = "Read the Docs theme for Sphinx"
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 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
@@ -3350,6 +3432,7 @@ dev = ["bump2version", "sphinxcontrib-httpdomain", "transifex-client", "wheel"]
 name = "sphinx-tabs"
 version = "3.4.5"
 description = "Tabbed views for Sphinx"
+category = "dev"
 optional = false
 python-versions = "~=3.7"
 files = [
@@ -3368,53 +3451,60 @@ testing = ["bs4", "coverage", "pygments", "pytest (>=7.1,<8)", "pytest-cov", "py
 
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 files = [
-    {file = "sphinxcontrib-devhelp-1.0.2.tar.gz", hash = "sha256:ff7f1afa7b9642e7060379360a67e9c41e8f3121f2ce9164266f61b9f4b338e4"},
-    {file = "sphinxcontrib_devhelp-1.0.2-py2.py3-none-any.whl", hash = "sha256:8165223f9a335cc1af7ffe1ed31d2871f325254c0423bc0c4c7cd1c1e4734a2e"},
+    {file = "sphinxcontrib_devhelp-1.0.6-py3-none-any.whl", hash = "sha256:6485d09629944511c893fa11355bda18b742b83a2b181f9a009f7e500595c90f"},
+    {file = "sphinxcontrib_devhelp-1.0.6.tar.gz", hash = "sha256:9893fd3f90506bc4b97bdb977ceb8fbd823989f4316b28c3841ec128544372d3"},
 ]
 
 [package.extras]
 lint = ["docutils-stubs", "flake8", "mypy"]
+standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
 [[package]]
 name = "sphinxcontrib-htmlhelp"
-version = "2.0.1"
+version = "2.0.6"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
+category = "dev"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "sphinxcontrib-htmlhelp-2.0.1.tar.gz", hash = "sha256:0cbdd302815330058422b98a113195c9249825d681e18f11e8b1f78a2f11efff"},
-    {file = "sphinxcontrib_htmlhelp-2.0.1-py3-none-any.whl", hash = "sha256:c38cb46dccf316c79de6e5515e1770414b797162b23cd3d06e67020e1d2a6903"},
+    {file = "sphinxcontrib_htmlhelp-2.0.6-py3-none-any.whl", hash = "sha256:1b9af5a2671a61410a868fce050cab7ca393c218e6205cbc7f590136f207395c"},
+    {file = "sphinxcontrib_htmlhelp-2.0.6.tar.gz", hash = "sha256:c6597da06185f0e3b4dc952777a04200611ef563882e0c244d27a15ee22afa73"},
 ]
 
 [package.extras]
 lint = ["docutils-stubs", "flake8", "mypy"]
+standalone = ["Sphinx (>=5)"]
 test = ["html5lib", "pytest"]
 
 [[package]]
 name = "sphinxcontrib-jquery"
 version = "4.1"
 description = "Extension to include jQuery on newer Sphinx releases"
+category = "dev"
 optional = false
 python-versions = ">=2.7"
 files = [
@@ -3429,6 +3519,7 @@ Sphinx = ">=1.8"
 name = "sphinxcontrib-jsmath"
 version = "1.0.1"
 description = "A sphinx extension which renders display math in HTML via JavaScript"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -3441,38 +3532,43 @@ test = ["flake8", "mypy", "pytest"]
 
 [[package]]
 name = "sphinxcontrib-qthelp"
-version = "1.0.3"
-description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document."
+version = "1.0.8"
+description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents"
+category = "dev"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.9"
 files = [
-    {file = "sphinxcontrib-qthelp-1.0.3.tar.gz", hash = "sha256:4c33767ee058b70dba89a6fc5c1892c0d57a54be67ddd3e7875a18d14cba5a72"},
-    {file = "sphinxcontrib_qthelp-1.0.3-py2.py3-none-any.whl", hash = "sha256:bd9fc24bcb748a8d51fd4ecaade681350aa63009a347a8c14e637895444dfab6"},
+    {file = "sphinxcontrib_qthelp-1.0.8-py3-none-any.whl", hash = "sha256:323d6acc4189af76dfe94edd2a27d458902319b60fcca2aeef3b2180c106a75f"},
+    {file = "sphinxcontrib_qthelp-1.0.8.tar.gz", hash = "sha256:db3f8fa10789c7a8e76d173c23364bdf0ebcd9449969a9e6a3dd31b8b7469f03"},
 ]
 
 [package.extras]
 lint = ["docutils-stubs", "flake8", "mypy"]
-test = ["pytest"]
+standalone = ["Sphinx (>=5)"]
+test = ["defusedxml (>=0.7.1)", "pytest"]
 
 [[package]]
 name = "sphinxcontrib-serializinghtml"
-version = "1.1.5"
-description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)."
+version = "1.1.10"
+description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)"
+category = "dev"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.9"
 files = [
-    {file = "sphinxcontrib-serializinghtml-1.1.5.tar.gz", hash = "sha256:aa5f6de5dfdf809ef505c4895e51ef5c9eac17d0f287933eb49ec495280b6952"},
-    {file = "sphinxcontrib_serializinghtml-1.1.5-py2.py3-none-any.whl", hash = "sha256:352a9a00ae864471d3a7ead8d7d79f5fc0b57e8b3f95e9867eb9eb28999b92fd"},
+    {file = "sphinxcontrib_serializinghtml-1.1.10-py3-none-any.whl", hash = "sha256:326369b8df80a7d2d8d7f99aa5ac577f51ea51556ed974e7716cfd4fca3f6cb7"},
+    {file = "sphinxcontrib_serializinghtml-1.1.10.tar.gz", hash = "sha256:93f3f5dc458b91b192fe10c397e324f262cf163d79f3282c158e8436a2c4511f"},
 ]
 
 [package.extras]
 lint = ["docutils-stubs", "flake8", "mypy"]
+standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
 [[package]]
 name = "stack-data"
 version = "0.6.3"
 description = "Extract data from python stack frames and tracebacks for informative displays"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3492,6 +3588,7 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 name = "stevedore"
 version = "5.2.0"
 description = "Manage dynamic plugins for Python applications"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3506,6 +3603,7 @@ pbr = ">=2.0.0,<2.1.0 || >2.1.0"
 name = "threadpoolctl"
 version = "3.5.0"
 description = "threadpoolctl"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3517,6 +3615,7 @@ files = [
 name = "tinycss2"
 version = "1.3.0"
 description = "A tiny CSS parser"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3535,6 +3634,7 @@ test = ["pytest", "ruff"]
 name = "toml"
 version = "0.10.2"
 description = "Python Library for Tom's Obvious, Minimal Language"
+category = "dev"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -3546,6 +3646,7 @@ files = [
 name = "tomli"
 version = "2.0.1"
 description = "A lil' TOML parser"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3557,6 +3658,7 @@ files = [
 name = "tomlkit"
 version = "0.13.0"
 description = "Style preserving TOML library"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3568,6 +3670,7 @@ files = [
 name = "tornado"
 version = "6.4.1"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3588,6 +3691,7 @@ files = [
 name = "traceback2"
 version = "1.4.0"
 description = "Backports of the traceback module"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3602,6 +3706,7 @@ linecache2 = "*"
 name = "traitlets"
 version = "5.14.3"
 description = "Traitlets Python configuration system"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3617,6 +3722,7 @@ test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,
 name = "trove-classifiers"
 version = "2024.7.2"
 description = "Canonical source for classifiers on PyPI (pypi.org)."
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3628,6 +3734,7 @@ files = [
 name = "typing-extensions"
 version = "4.12.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3639,6 +3746,7 @@ files = [
 name = "unittest2"
 version = "1.1.0"
 description = "The new features in unittest backported to Python 2.4+."
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3655,6 +3763,7 @@ traceback2 = "*"
 name = "urllib3"
 version = "2.2.2"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3672,6 +3781,7 @@ zstd = ["zstandard (>=0.18.0)"]
 name = "virtualenv"
 version = "20.26.3"
 description = "Virtual Python Environment builder"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3692,6 +3802,7 @@ test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess
 name = "wcwidth"
 version = "0.2.13"
 description = "Measures the displayed width of unicode strings in a terminal"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3703,6 +3814,7 @@ files = [
 name = "webencodings"
 version = "0.5.1"
 description = "Character encoding aliases for legacy web content"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3714,6 +3826,7 @@ files = [
 name = "xattr"
 version = "1.1.0"
 description = "Python wrapper for extended filesystem attributes"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3787,6 +3900,7 @@ test = ["pytest"]
 name = "zipp"
 version = "3.19.2"
 description = "Backport of pathlib-compatible object wrapper for zip files"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3800,5 +3914,5 @@ test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools",
 
 [metadata]
 lock-version = "2.0"
-python-versions = ">=3.8, <3.11"
-content-hash = "d2ed74644f3e06a1e22de2a3ae7469cb8935a019442c43ed98dffdc3b6f13e0e"
+python-versions = ">=3.9, <3.11"
+content-hash = "df9f150793719c02fe5e833ee8b2247fc4dce17cfb922a6d74b151e39ee3fce8"
diff --git a/pyproject.toml b/pyproject.toml
index 1dc5b8fc5..387b9608c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -46,13 +46,13 @@ classifiers = [
 "Discussions" = "https://github.com/lava-nc/lava/discussions"
 
 [tool.poetry.dependencies]
-python = ">=3.8, <3.11"
+python = ">=3.9, <3.11"
 
 numpy = "^1.24.4"
 scipy = "^1.10.1"
 networkx = "<=2.8.7"
 asteval = "^0.9.31"
-scikit-learn = "^1.3.1"
+scikit-learn = "^1.5.0"
 
 [tool.poetry.dev-dependencies]
 bandit = "1.7.4"