diff --git a/poetry.lock b/poetry.lock
index 79fce283..86c386aa 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,9 +1,10 @@
-# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand.
 
 [[package]]
 name = "accessible-pygments"
 version = "0.0.4"
 description = "A collection of accessible pygments styles"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -18,6 +19,7 @@ pygments = ">=1.5"
 name = "alabaster"
 version = "0.7.13"
 description = "A configurable sidebar-enabled Sphinx theme"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -29,6 +31,7 @@ files = [
 name = "anyio"
 version = "3.7.1"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -50,6 +53,7 @@ trio = ["trio (<0.22)"]
 name = "appdirs"
 version = "1.4.4"
 description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -61,6 +65,7 @@ files = [
 name = "appnope"
 version = "0.1.3"
 description = "Disable App Nap on macOS >= 10.9"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -70,27 +75,30 @@ files = [
 
 [[package]]
 name = "argon2-cffi"
-version = "21.3.0"
-description = "The secure Argon2 password hashing algorithm."
+version = "23.1.0"
+description = "Argon2 for Python"
+category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "argon2-cffi-21.3.0.tar.gz", hash = "sha256:d384164d944190a7dd7ef22c6aa3ff197da12962bd04b17f64d4e93d934dba5b"},
-    {file = "argon2_cffi-21.3.0-py3-none-any.whl", hash = "sha256:8c976986f2c5c0e5000919e6de187906cfd81fb1c72bf9d88c01177e77da7f80"},
+    {file = "argon2_cffi-23.1.0-py3-none-any.whl", hash = "sha256:c670642b78ba29641818ab2e68bd4e6a78ba53b7eff7b4c3815ae16abf91c7ea"},
+    {file = "argon2_cffi-23.1.0.tar.gz", hash = "sha256:879c3e79a2729ce768ebb7d36d4609e3a78a4ca2ec3a9f12286ca057e3d0db08"},
 ]
 
 [package.dependencies]
 argon2-cffi-bindings = "*"
 
 [package.extras]
-dev = ["cogapp", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "pre-commit", "pytest", "sphinx", "sphinx-notfound-page", "tomli"]
-docs = ["furo", "sphinx", "sphinx-notfound-page"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest"]
+dev = ["argon2-cffi[tests,typing]", "tox (>4)"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-copybutton", "sphinx-notfound-page"]
+tests = ["hypothesis", "pytest"]
+typing = ["mypy"]
 
 [[package]]
 name = "argon2-cffi-bindings"
 version = "21.2.0"
 description = "Low-level CFFI bindings for Argon2"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -128,6 +136,7 @@ tests = ["pytest"]
 name = "arrow"
 version = "1.2.3"
 description = "Better dates & times for Python"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -142,6 +151,7 @@ python-dateutil = ">=2.7.0"
 name = "asttokens"
 version = "2.2.1"
 description = "Annotate AST trees with source code positions"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -159,6 +169,7 @@ test = ["astroid", "pytest"]
 name = "async-lru"
 version = "2.0.4"
 description = "Simple LRU cache for asyncio"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -173,6 +184,7 @@ typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
 name = "attrs"
 version = "23.1.0"
 description = "Classes Without Boilerplate"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -191,6 +203,7 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte
 name = "babel"
 version = "2.12.1"
 description = "Internationalization utilities"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -205,6 +218,7 @@ pytz = {version = ">=2015.7", markers = "python_version < \"3.9\""}
 name = "backcall"
 version = "0.2.0"
 description = "Specifications for callback functions passed in to an API"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -216,6 +230,7 @@ files = [
 name = "beautifulsoup4"
 version = "4.12.2"
 description = "Screen-scraping library"
+category = "main"
 optional = false
 python-versions = ">=3.6.0"
 files = [
@@ -234,6 +249,7 @@ lxml = ["lxml"]
 name = "bleach"
 version = "6.0.0"
 description = "An easy safelist-based HTML-sanitizing tool."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -252,6 +268,7 @@ css = ["tinycss2 (>=1.1.0,<1.2)"]
 name = "certifi"
 version = "2023.7.22"
 description = "Python package for providing Mozilla's CA Bundle."
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -263,6 +280,7 @@ files = [
 name = "cffi"
 version = "1.15.1"
 description = "Foreign Function Interface for Python calling C code."
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -339,6 +357,7 @@ pycparser = "*"
 name = "charset-normalizer"
 version = "3.2.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -423,6 +442,7 @@ files = [
 name = "click"
 version = "8.1.6"
 description = "Composable command line interface toolkit"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -437,6 +457,7 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 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 = [
@@ -448,6 +469,7 @@ files = [
 name = "comm"
 version = "0.1.4"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -467,6 +489,7 @@ typing = ["mypy (>=0.990)"]
 name = "contourpy"
 version = "1.1.0"
 description = "Python library for calculating contours of 2D quadrilateral grids"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -523,71 +546,64 @@ test-no-images = ["pytest", "pytest-cov", "wurlitzer"]
 
 [[package]]
 name = "coverage"
-version = "7.2.7"
+version = "7.3.0"
 description = "Code coverage measurement for Python"
+category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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 version = "1.3.2"
 description = "A domain-specific language for modeling convex optimization problems in Python."
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 optional = false
 python-versions = ">=3.7"
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 name = "cycler"
 version = "0.11.0"
 description = "Composable style cycles"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
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 version = "5.1.1"
 description = "Decorators for Humans"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
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 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 = [
@@ -720,6 +741,7 @@ files = [
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 description = "Docutils -- Python Documentation Utilities"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -731,6 +753,7 @@ files = [
 name = "ecos"
 version = "2.0.12"
 description = "This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information."
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -758,13 +781,14 @@ scipy = ">=0.9"
 
 [[package]]
 name = "exceptiongroup"
-version = "1.1.2"
+version = "1.1.3"
 description = "Backport of PEP 654 (exception groups)"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "exceptiongroup-1.1.2-py3-none-any.whl", hash = "sha256:e346e69d186172ca7cf029c8c1d16235aa0e04035e5750b4b95039e65204328f"},
-    {file = "exceptiongroup-1.1.2.tar.gz", hash = "sha256:12c3e887d6485d16943a309616de20ae5582633e0a2eda17f4e10fd61c1e8af5"},
+    {file = "exceptiongroup-1.1.3-py3-none-any.whl", hash = "sha256:343280667a4585d195ca1cf9cef84a4e178c4b6cf2274caef9859782b567d5e3"},
+    {file = "exceptiongroup-1.1.3.tar.gz", hash = "sha256:097acd85d473d75af5bb98e41b61ff7fe35efe6675e4f9370ec6ec5126d160e9"},
 ]
 
 [package.extras]
@@ -774,6 +798,7 @@ test = ["pytest (>=6)"]
 name = "executing"
 version = "1.2.0"
 description = "Get the currently executing AST node of a frame, and other information"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -788,6 +813,7 @@ tests = ["asttokens", "littleutils", "pytest", "rich"]
 name = "fastjsonschema"
 version = "2.18.0"
 description = "Fastest Python implementation of JSON schema"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -802,6 +828,7 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 name = "fonttools"
 version = "4.42.0"
 description = "Tools to manipulate font files"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -859,6 +886,7 @@ woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
 name = "fqdn"
 version = "1.5.1"
 description = "Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0, !=3.1, !=3.2, !=3.3, !=3.4, <4"
 files = [
@@ -870,6 +898,7 @@ files = [
 name = "frozendict"
 version = "2.3.8"
 description = "A simple immutable dictionary"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -916,6 +945,7 @@ files = [
 name = "greenlet"
 version = "2.0.2"
 description = "Lightweight in-process concurrent programming"
+category = "dev"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
 files = [
@@ -989,6 +1019,7 @@ test = ["objgraph", "psutil"]
 name = "html5lib"
 version = "1.1"
 description = "HTML parser based on the WHATWG HTML specification"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -1010,6 +1041,7 @@ lxml = ["lxml"]
 name = "idna"
 version = "3.4"
 description = "Internationalized Domain Names in Applications (IDNA)"
+category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1021,6 +1053,7 @@ 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 = [
@@ -1032,6 +1065,7 @@ files = [
 name = "importlib-metadata"
 version = "6.8.0"
 description = "Read metadata from Python packages"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1051,6 +1085,7 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 name = "importlib-resources"
 version = "6.0.1"
 description = "Read resources from Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1069,6 +1104,7 @@ testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)",
 name = "iniconfig"
 version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1080,6 +1116,7 @@ files = [
 name = "ipykernel"
 version = "6.25.1"
 description = "IPython Kernel for Jupyter"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1093,7 +1130,7 @@ 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 = "*"
@@ -1113,6 +1150,7 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio"
 name = "ipython"
 version = "8.12.2"
 description = "IPython: Productive Interactive Computing"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1152,6 +1190,7 @@ test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pa
 name = "isoduration"
 version = "20.11.0"
 description = "Operations with ISO 8601 durations"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1166,6 +1205,7 @@ arrow = ">=0.15.0"
 name = "jedi"
 version = "0.19.0"
 description = "An autocompletion tool for Python that can be used for text editors."
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1185,6 +1225,7 @@ testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 name = "jinja2"
 version = "3.1.2"
 description = "A very fast and expressive template engine."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1202,6 +1243,7 @@ i18n = ["Babel (>=2.7)"]
 name = "json5"
 version = "0.9.14"
 description = "A Python implementation of the JSON5 data format."
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1216,17 +1258,18 @@ dev = ["hypothesis"]
 name = "jsonpointer"
 version = "2.4"
 description = "Identify specific nodes in a JSON document (RFC 6901)"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
 files = [
     {file = "jsonpointer-2.4-py2.py3-none-any.whl", hash = "sha256:15d51bba20eea3165644553647711d150376234112651b4f1811022aecad7d7a"},
-    {file = "jsonpointer-2.4.tar.gz", hash = "sha256:585cee82b70211fa9e6043b7bb89db6e1aa49524340dde8ad6b63206ea689d88"},
 ]
 
 [[package]]
 name = "jsonschema"
 version = "4.19.0"
 description = "An implementation of JSON Schema validation for Python"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1258,6 +1301,7 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 name = "jsonschema-specifications"
 version = "2023.7.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1273,6 +1317,7 @@ referencing = ">=0.28.0"
 name = "jupyter-book"
 version = "0.15.1"
 description = "Build a book with Jupyter Notebooks and Sphinx."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1310,6 +1355,7 @@ testing = ["altair", "beautifulsoup4", "beautifulsoup4", "cookiecutter", "covera
 name = "jupyter-cache"
 version = "0.6.1"
 description = "A defined interface for working with a cache of jupyter notebooks."
+category = "dev"
 optional = false
 python-versions = "~=3.8"
 files = [
@@ -1337,6 +1383,7 @@ testing = ["coverage", "ipykernel", "jupytext", "matplotlib", "nbdime", "nbforma
 name = "jupyter-client"
 version = "8.3.0"
 description = "Jupyter protocol implementation and client libraries"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1346,7 +1393,7 @@ files = [
 
 [package.dependencies]
 importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
-jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
+jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
 python-dateutil = ">=2.8.2"
 pyzmq = ">=23.0"
 tornado = ">=6.2"
@@ -1360,6 +1407,7 @@ test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pyt
 name = "jupyter-core"
 version = "5.3.1"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1380,6 +1428,7 @@ test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 name = "jupyter-events"
 version = "0.7.0"
 description = "Jupyter Event System library"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1405,6 +1454,7 @@ test = ["click", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.19.0)", "p
 name = "jupyter-lsp"
 version = "2.2.0"
 description = "Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1418,13 +1468,14 @@ jupyter-server = ">=1.1.2"
 
 [[package]]
 name = "jupyter-server"
-version = "2.7.0"
+version = "2.7.1"
 description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_server-2.7.0-py3-none-any.whl", hash = "sha256:6a77912aff643e53fa14bdb2634884b52b784a4be77ce8e93f7283faed0f0849"},
-    {file = "jupyter_server-2.7.0.tar.gz", hash = "sha256:36da0a266d31a41ac335a366c88933c17dfa5bb817a48f5c02c16d303bc9477f"},
+    {file = "jupyter_server-2.7.1-py3-none-any.whl", hash = "sha256:59838bf20759354e2b4222fed702948a934cb21a503e21cd5b03706a456391d9"},
+    {file = "jupyter_server-2.7.1.tar.gz", hash = "sha256:76b4ae0b568c331acc9aa904fc4a1194ef9bdefa69f232deb3f3cae802528c05"},
 ]
 
 [package.dependencies]
@@ -1432,7 +1483,7 @@ anyio = ">=3.1.0"
 argon2-cffi = "*"
 jinja2 = "*"
 jupyter-client = ">=7.4.4"
-jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
+jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
 jupyter-events = ">=0.6.0"
 jupyter-server-terminals = "*"
 nbconvert = ">=6.4.4"
@@ -1442,7 +1493,7 @@ packaging = "*"
 prometheus-client = "*"
 pywinpty = {version = "*", markers = "os_name == \"nt\""}
 pyzmq = ">=24"
-send2trash = "*"
+send2trash = ">=1.8.2"
 terminado = ">=0.8.3"
 tornado = ">=6.2.0"
 traitlets = ">=5.6.0"
@@ -1456,6 +1507,7 @@ test = ["flaky", "ipykernel", "pre-commit", "pytest (>=7.0)", "pytest-console-sc
 name = "jupyter-server-terminals"
 version = "0.4.4"
 description = "A Jupyter Server Extension Providing Terminals."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1473,13 +1525,14 @@ test = ["coverage", "jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-cov",
 
 [[package]]
 name = "jupyterlab"
-version = "4.0.4"
+version = "4.0.5"
 description = "JupyterLab computational environment"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyterlab-4.0.4-py3-none-any.whl", hash = "sha256:23eef35d22be8f2ad9b873ec41ceb2e8c3b0dc8ae740c0f973e2de09e587530f"},
-    {file = "jupyterlab-4.0.4.tar.gz", hash = "sha256:049449a56d93202ed204e0e86f96f5a3447a08cfc09fb012fd239e178651cb34"},
+    {file = "jupyterlab-4.0.5-py3-none-any.whl", hash = "sha256:13b3a326e7b95d72746fe20dbe80ee1e71165d6905e01ceaf1320eb809cb1b47"},
+    {file = "jupyterlab-4.0.5.tar.gz", hash = "sha256:de49deb75f9b9aec478ed04754cbefe9c5d22fd796a5783cdc65e212983d3611"},
 ]
 
 [package.dependencies]
@@ -1508,6 +1561,7 @@ test = ["coverage", "pytest (>=7.0)", "pytest-check-links (>=0.7)", "pytest-cons
 name = "jupyterlab-pygments"
 version = "0.2.2"
 description = "Pygments theme using JupyterLab CSS variables"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1519,6 +1573,7 @@ files = [
 name = "jupyterlab-server"
 version = "2.24.0"
 description = "A set of server components for JupyterLab and JupyterLab like applications."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1545,6 +1600,7 @@ test = ["hatch", "ipykernel", "jupyterlab-server[openapi]", "openapi-spec-valida
 name = "kiwisolver"
 version = "1.4.4"
 description = "A fast implementation of the Cassowary constraint solver"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1622,6 +1678,7 @@ files = [
 name = "latexcodec"
 version = "2.0.1"
 description = "A lexer and codec to work with LaTeX code in Python."
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -1636,6 +1693,7 @@ six = ">=1.4.1"
 name = "linkify-it-py"
 version = "2.0.2"
 description = "Links recognition library with FULL unicode support."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1656,6 +1714,7 @@ test = ["coverage", "pytest", "pytest-cov"]
 name = "loguru"
 version = "0.7.0"
 description = "Python logging made (stupidly) simple"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1674,19 +1733,17 @@ dev = ["Sphinx (==5.3.0)", "colorama (==0.4.5)", "colorama (==0.4.6)", "freezegu
 name = "lxml"
 version = "4.9.3"
 description = "Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API."
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, != 3.4.*"
 files = [
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     {file = "lxml-4.9.3-cp27-cp27m-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:1e224d5755dba2f4a9498e150c43792392ac9b5380aa1b845f98a1618c94eeef"},
-    {file = "lxml-4.9.3-cp27-cp27m-win32.whl", hash = "sha256:2c74524e179f2ad6d2a4f7caf70e2d96639c0954c943ad601a9e146c76408ed7"},
-    {file = "lxml-4.9.3-cp27-cp27m-win_amd64.whl", hash = "sha256:4f1026bc732b6a7f96369f7bfe1a4f2290fb34dce00d8644bc3036fb351a4ca1"},
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     {file = "lxml-4.9.3-cp27-cp27mu-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:cef2502e7e8a96fe5ad686d60b49e1ab03e438bd9123987994528febd569868e"},
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-    {file = "lxml-4.9.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:ae8b9c6deb1e634ba4f1930eb67ef6e6bf6a44b6eb5ad605642b2d6d5ed9ce3c"},
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     {file = "lxml-4.9.3-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:cd47b4a0d41d2afa3e58e5bf1f62069255aa2fd6ff5ee41604418ca925911d76"},
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@@ -1695,7 +1752,6 @@ files = [
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-    {file = "lxml-4.9.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:9767e79108424fb6c3edf8f81e6730666a50feb01a328f4a016464a5893f835a"},
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     {file = "lxml-4.9.3-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:d73d8ecf8ecf10a3bd007f2192725a34bd62898e8da27eb9d32a58084f93962b"},
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@@ -1715,7 +1771,6 @@ files = [
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@@ -1781,6 +1830,7 @@ source = ["Cython (>=0.29.35)"]
 name = "markdown-it-py"
 version = "2.2.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1805,6 +1855,7 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 name = "markupsafe"
 version = "2.1.3"
 description = "Safely add untrusted strings to HTML/XML markup."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1864,6 +1915,7 @@ files = [
 name = "matplotlib"
 version = "3.7.2"
 description = "Python plotting package"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1926,6 +1978,7 @@ python-dateutil = ">=2.7"
 name = "matplotlib-inline"
 version = "0.1.6"
 description = "Inline Matplotlib backend for Jupyter"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1940,6 +1993,7 @@ traitlets = "*"
 name = "mdit-py-plugins"
 version = "0.3.5"
 description = "Collection of plugins for markdown-it-py"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1959,6 +2013,7 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 name = "mdurl"
 version = "0.1.2"
 description = "Markdown URL utilities"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1970,6 +2025,7 @@ files = [
 name = "mistune"
 version = "3.0.1"
 description = "A sane and fast Markdown parser with useful plugins and renderers"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1981,6 +2037,7 @@ files = [
 name = "mock"
 version = "5.1.0"
 description = "Rolling backport of unittest.mock for all Pythons"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1997,6 +2054,7 @@ test = ["pytest", "pytest-cov"]
 name = "multitasking"
 version = "0.0.11"
 description = "Non-blocking Python methods using decorators"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2008,6 +2066,7 @@ files = [
 name = "myst-nb"
 version = "0.17.2"
 description = "A Jupyter Notebook Sphinx reader built on top of the MyST markdown parser."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2036,6 +2095,7 @@ testing = ["beautifulsoup4", "coverage (>=6.4,<8.0)", "ipykernel (>=5.5,<6.0)",
 name = "myst-parser"
 version = "0.18.1"
 description = "An extended commonmark compliant parser, with bridges to docutils & sphinx."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2062,6 +2122,7 @@ testing = ["beautifulsoup4", "coverage[toml]", "pytest (>=6,<7)", "pytest-cov",
 name = "nbclient"
 version = "0.7.4"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
+category = "dev"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -2071,7 +2132,7 @@ files = [
 
 [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 = ">=5.3"
 
@@ -2084,6 +2145,7 @@ test = ["flaky", "ipykernel", "ipython", "ipywidgets", "nbconvert (>=7.0.0)", "p
 name = "nbconvert"
 version = "7.7.3"
 description = "Converting Jupyter Notebooks"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2122,6 +2184,7 @@ webpdf = ["playwright"]
 name = "nbformat"
 version = "5.9.2"
 description = "The Jupyter Notebook format"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2143,6 +2206,7 @@ test = ["pep440", "pre-commit", "pytest", "testpath"]
 name = "nest-asyncio"
 version = "1.5.7"
 description = "Patch asyncio to allow nested event loops"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -2154,6 +2218,7 @@ files = [
 name = "notebook-shim"
 version = "0.2.3"
 description = "A shim layer for notebook traits and config"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2171,6 +2236,7 @@ test = ["pytest", "pytest-console-scripts", "pytest-jupyter", "pytest-tornasync"
 name = "numpy"
 version = "1.24.4"
 description = "Fundamental package for array computing in Python"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2208,6 +2274,7 @@ files = [
 name = "osqp"
 version = "0.6.3"
 description = "OSQP: The Operator Splitting QP Solver"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2247,6 +2314,7 @@ scipy = ">=0.13.2"
 name = "overrides"
 version = "7.4.0"
 description = "A decorator to automatically detect mismatch when overriding a method."
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2258,6 +2326,7 @@ files = [
 name = "packaging"
 version = "23.1"
 description = "Core utilities for Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2269,6 +2338,7 @@ files = [
 name = "pandas"
 version = "2.0.3"
 description = "Powerful data structures for data analysis, time series, and statistics"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2336,6 +2406,7 @@ xml = ["lxml (>=4.6.3)"]
 name = "pandas-stubs"
 version = "2.0.2.230605"
 description = "Type annotations for pandas"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2347,10 +2418,26 @@ files = [
 numpy = ">=1.24.3"
 types-pytz = ">=2022.1.1"
 
+[[package]]
+name = "pandas-stubs"
+version = "2.0.3.230814"
+description = "Type annotations for pandas"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "pandas_stubs-2.0.3.230814.tar.gz", hash = "sha256:1d5cc09e36e3d9f9a1ed9dceae4e03eeb26d1b898dd769996925f784365c8769"},
+]
+
+[package.dependencies]
+types-pytz = ">=2022.1.1"
+
 [[package]]
 name = "pandocfilters"
 version = "1.5.0"
 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 = [
@@ -2362,6 +2449,7 @@ files = [
 name = "parso"
 version = "0.8.3"
 description = "A Python Parser"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2377,6 +2465,7 @@ testing = ["docopt", "pytest (<6.0.0)"]
 name = "pexpect"
 version = "4.8.0"
 description = "Pexpect allows easy control of interactive console applications."
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2391,6 +2480,7 @@ ptyprocess = ">=0.5"
 name = "pickleshare"
 version = "0.7.5"
 description = "Tiny 'shelve'-like database with concurrency support"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2402,6 +2492,7 @@ files = [
 name = "pillow"
 version = "10.0.0"
 description = "Python Imaging Library (Fork)"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2423,7 +2514,6 @@ files = [
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@@ -2433,7 +2523,6 @@ files = [
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@@ -2471,6 +2560,7 @@ tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "pa
 name = "pkgutil-resolve-name"
 version = "1.3.10"
 description = "Resolve a name to an object."
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2482,6 +2572,7 @@ files = [
 name = "platformdirs"
 version = "3.10.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2495,13 +2586,14 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-co
 
 [[package]]
 name = "plotly"
-version = "5.15.0"
+version = "5.16.0"
 description = "An open-source, interactive data visualization library for Python"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
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 [package.dependencies]
@@ -2512,6 +2604,7 @@ tenacity = ">=6.2.0"
 name = "pluggy"
 version = "1.2.0"
 description = "plugin and hook calling mechanisms for python"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2527,6 +2620,7 @@ testing = ["pytest", "pytest-benchmark"]
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 version = "0.17.1"
 description = "Python client for the Prometheus monitoring system."
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2541,6 +2635,7 @@ twisted = ["twisted"]
 name = "prompt-toolkit"
 version = "3.0.39"
 description = "Library for building powerful interactive command lines in Python"
+category = "dev"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -2555,6 +2650,7 @@ wcwidth = "*"
 name = "psutil"
 version = "5.9.5"
 description = "Cross-platform lib for process and system monitoring in Python."
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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@@ -2581,6 +2677,7 @@ 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 = [
@@ -2592,6 +2689,7 @@ files = [
 name = "pure-eval"
 version = "0.2.2"
 description = "Safely evaluate AST nodes without side effects"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2606,6 +2704,7 @@ tests = ["pytest"]
 name = "pybtex"
 version = "0.24.0"
 description = "A BibTeX-compatible bibliography processor in Python"
+category = "dev"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*"
 files = [
@@ -2625,6 +2724,7 @@ test = ["pytest"]
 name = "pybtex-docutils"
 version = "1.0.2"
 description = "A docutils backend for pybtex."
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2640,6 +2740,7 @@ pybtex = ">=0.16"
 name = "pycparser"
 version = "2.21"
 description = "C parser in Python"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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 version = "0.13.3"
 description = "Bootstrap-based Sphinx theme from the PyData community"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2677,6 +2779,7 @@ test = ["codecov", "pytest", "pytest-cov", "pytest-regressions"]
 name = "pygments"
 version = "2.16.1"
 description = "Pygments is a syntax highlighting package written in Python."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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 name = "pyparsing"
 version = "3.0.9"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
+category = "main"
 optional = false
 python-versions = ">=3.6.8"
 files = [
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 name = "pytest"
 version = "7.2.0"
 description = "pytest: simple powerful testing with Python"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
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@@ -2728,6 +2833,7 @@ testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.
 name = "pytest-cov"
 version = "4.0.0"
 description = "Pytest plugin for measuring coverage."
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@@ -2746,6 +2852,7 @@ testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtuale
 name = "python-dateutil"
 version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
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 name = "python-json-logger"
 version = "2.0.7"
 description = "A python library adding a json log formatter"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
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 version = "2023.3"
 description = "World timezone definitions, modern and historical"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
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 name = "pywin32"
 version = "306"
 description = "Python for Window Extensions"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
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 version = "2.0.11"
 description = "Pseudo terminal support for Windows from Python."
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 optional = false
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 files = [
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 name = "pyyaml"
 version = "6.0"
 description = "YAML parser and emitter for Python"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [package.dependencies]
@@ -2957,6 +3086,7 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 name = "qdldl"
 version = "0.1.7.post0"
 description = "QDLDL, a free LDL factorization routine."
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2989,6 +3119,7 @@ scipy = ">=0.13.2"
 name = "quantstats"
 version = "0.0.62"
 description = "Portfolio analytics for quants"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -3010,6 +3141,7 @@ yfinance = ">=0.1.70"
 name = "referencing"
 version = "0.30.2"
 description = "JSON Referencing + Python"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3025,6 +3157,7 @@ rpds-py = ">=0.7.0"
 name = "requests"
 version = "2.31.0"
 description = "Python HTTP for Humans."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3046,6 +3179,7 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 name = "rfc3339-validator"
 version = "0.1.4"
 description = "A pure python RFC3339 validator"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -3060,6 +3194,7 @@ six = "*"
 name = "rfc3986-validator"
 version = "0.1.1"
 description = "Pure python rfc3986 validator"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -3071,6 +3206,7 @@ files = [
 name = "rpds-py"
 version = "0.9.2"
 description = "Python bindings to Rust's persistent data structures (rpds)"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3175,46 +3311,48 @@ files = [
 
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 name = "scipy"
-version = "1.9.3"
+version = "1.10.1"
 description = "Fundamental algorithms for scientific computing in Python"
-optional = false
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 ]
 
 [package.dependencies]
-numpy = ">=1.18.5,<1.26.0"
+numpy = ">=1.19.5,<1.27.0"
 
 [package.extras]
-dev = ["flake8", "mypy", "pycodestyle", "typing_extensions"]
-doc = ["matplotlib (>2)", "numpydoc", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-panels (>=0.5.2)", "sphinx-tabs"]
-test = ["asv", "gmpy2", "mpmath", "pytest", "pytest-cov", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
+dev = ["click", "doit (>=0.36.0)", "flake8", "mypy", "pycodestyle", "pydevtool", "rich-click", "typing_extensions"]
+doc = ["matplotlib (>2)", "numpydoc", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-design (>=0.2.0)"]
+test = ["asv", "gmpy2", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
 
 [[package]]
 name = "scs"
 version = "3.2.3"
 description = "scs: splitting conic solver"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3244,6 +3382,7 @@ scipy = ">=0.13.2"
 name = "seaborn"
 version = "0.12.2"
 description = "Statistical data visualization"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3265,6 +3404,7 @@ stats = ["scipy (>=1.3)", "statsmodels (>=0.10)"]
 name = "send2trash"
 version = "1.8.2"
 description = "Send file to trash natively under Mac OS X, Windows and Linux"
+category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
 files = [
@@ -3279,24 +3419,26 @@ win32 = ["pywin32"]
 
 [[package]]
 name = "setuptools"
-version = "68.0.0"
+version = "68.1.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
+category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "setuptools-68.1.0.tar.gz", hash = "sha256:d59c97e7b774979a5ccb96388efc9eb65518004537e85d52e81eaee89ab6dd91"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
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+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
 name = "six"
 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -3308,6 +3450,7 @@ files = [
 name = "sniffio"
 version = "1.3.0"
 description = "Sniff out which async library your code is running under"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3319,6 +3462,7 @@ files = [
 name = "snowballstemmer"
 version = "2.2.0"
 description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3330,6 +3474,7 @@ files = [
 name = "soupsieve"
 version = "2.4.1"
 description = "A modern CSS selector implementation for Beautiful Soup."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3341,6 +3486,7 @@ files = [
 name = "sphinx"
 version = "5.0.2"
 description = "Python documentation generator"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3376,6 +3522,7 @@ test = ["cython", "html5lib", "pytest (>=4.6)", "typed-ast"]
 name = "sphinx-book-theme"
 version = "1.0.1"
 description = "A clean book theme for scientific explanations and documentation with Sphinx"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3396,6 +3543,7 @@ test = ["beautifulsoup4", "coverage", "myst-nb", "pytest", "pytest-cov", "pytest
 name = "sphinx-comments"
 version = "0.0.3"
 description = "Add comments and annotation to your documentation."
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3415,6 +3563,7 @@ testing = ["beautifulsoup4", "myst-parser", "pytest", "pytest-regressions", "sph
 name = "sphinx-copybutton"
 version = "0.5.2"
 description = "Add a copy button to each of your code cells."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3433,6 +3582,7 @@ rtd = ["ipython", "myst-nb", "sphinx", "sphinx-book-theme", "sphinx-examples"]
 name = "sphinx-design"
 version = "0.3.0"
 description = "A sphinx extension for designing beautiful, view size responsive web components."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3456,6 +3606,7 @@ theme-sbt = ["sphinx-book-theme (>=0.3.0,<0.4.0)"]
 name = "sphinx-external-toc"
 version = "0.3.1"
 description = "A sphinx extension that allows the site-map to be defined in a single YAML file."
+category = "dev"
 optional = false
 python-versions = "~=3.7"
 files = [
@@ -3477,6 +3628,7 @@ testing = ["coverage", "pytest (>=7.1,<8.0)", "pytest-cov", "pytest-regressions"
 name = "sphinx-jupyterbook-latex"
 version = "0.5.2"
 description = "Latex specific features for jupyter book"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3498,6 +3650,7 @@ testing = ["coverage (<5.0)", "myst-nb (>=0.13,<0.18)", "pytest (>=3.6,<4)", "py
 name = "sphinx-multitoc-numbering"
 version = "0.1.3"
 description = "Supporting continuous HTML section numbering"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3517,6 +3670,7 @@ testing = ["coverage (<5.0)", "jupyter-book", "pytest (>=5.4,<6.0)", "pytest-cov
 name = "sphinx-thebe"
 version = "0.2.1"
 description = "Integrate interactive code blocks into your documentation with Thebe and Binder."
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3535,6 +3689,7 @@ testing = ["beautifulsoup4", "matplotlib", "pytest", "pytest-regressions"]
 name = "sphinx-togglebutton"
 version = "0.3.2"
 description = "Toggle page content and collapse admonitions in Sphinx."
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3555,6 +3710,7 @@ sphinx = ["matplotlib", "myst-nb", "numpy", "sphinx-book-theme", "sphinx-design"
 name = "sphinxcontrib-applehelp"
 version = "1.0.4"
 description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3570,6 +3726,7 @@ test = ["pytest"]
 name = "sphinxcontrib-bibtex"
 version = "2.5.0"
 description = "Sphinx extension for BibTeX style citations."
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3588,6 +3745,7 @@ Sphinx = ">=2.1"
 name = "sphinxcontrib-devhelp"
 version = "1.0.2"
 description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document."
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -3603,6 +3761,7 @@ test = ["pytest"]
 name = "sphinxcontrib-htmlhelp"
 version = "2.0.1"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3618,6 +3777,7 @@ test = ["html5lib", "pytest"]
 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 = [
@@ -3632,6 +3792,7 @@ test = ["flake8", "mypy", "pytest"]
 name = "sphinxcontrib-qthelp"
 version = "1.0.3"
 description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document."
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -3647,6 +3808,7 @@ test = ["pytest"]
 name = "sphinxcontrib-serializinghtml"
 version = "1.1.5"
 description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)."
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -3662,6 +3824,7 @@ test = ["pytest"]
 name = "sqlalchemy"
 version = "2.0.19"
 description = "Database Abstraction Library"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3709,7 +3872,7 @@ files = [
 ]
 
 [package.dependencies]
-greenlet = {version = "!=0.4.17", markers = "platform_machine == \"win32\" or platform_machine == \"WIN32\" or platform_machine == \"AMD64\" or platform_machine == \"amd64\" or platform_machine == \"x86_64\" or platform_machine == \"ppc64le\" or platform_machine == \"aarch64\""}
+greenlet = {version = "!=0.4.17", markers = "platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\""}
 typing-extensions = ">=4.2.0"
 
 [package.extras]
@@ -3740,6 +3903,7 @@ sqlcipher = ["sqlcipher3-binary"]
 name = "stack-data"
 version = "0.6.2"
 description = "Extract data from python stack frames and tracebacks for informative displays"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3759,6 +3923,7 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 name = "tabulate"
 version = "0.9.0"
 description = "Pretty-print tabular data"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3771,13 +3936,14 @@ widechars = ["wcwidth"]
 
 [[package]]
 name = "tenacity"
-version = "8.2.2"
+version = "8.2.3"
 description = "Retry code until it succeeds"
+category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "tenacity-8.2.2-py3-none-any.whl", hash = "sha256:2f277afb21b851637e8f52e6a613ff08734c347dc19ade928e519d7d2d8569b0"},
-    {file = "tenacity-8.2.2.tar.gz", hash = "sha256:43af037822bd0029025877f3b2d97cc4d7bb0c2991000a3d59d71517c5c969e0"},
+    {file = "tenacity-8.2.3-py3-none-any.whl", hash = "sha256:ce510e327a630c9e1beaf17d42e6ffacc88185044ad85cf74c0a8887c6a0f88c"},
+    {file = "tenacity-8.2.3.tar.gz", hash = "sha256:5398ef0d78e63f40007c1fb4c0bff96e1911394d2fa8d194f77619c05ff6cc8a"},
 ]
 
 [package.extras]
@@ -3787,6 +3953,7 @@ doc = ["reno", "sphinx", "tornado (>=4.5)"]
 name = "terminado"
 version = "0.17.1"
 description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3807,6 +3974,7 @@ test = ["pre-commit", "pytest (>=7.0)", "pytest-timeout"]
 name = "tinycss2"
 version = "1.2.1"
 description = "A tiny CSS parser"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3825,6 +3993,7 @@ test = ["flake8", "isort", "pytest"]
 name = "tomli"
 version = "2.0.1"
 description = "A lil' TOML parser"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3836,6 +4005,7 @@ files = [
 name = "tornado"
 version = "6.3.3"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
+category = "dev"
 optional = false
 python-versions = ">= 3.8"
 files = [
@@ -3856,6 +4026,7 @@ files = [
 name = "traitlets"
 version = "5.9.0"
 description = "Traitlets Python configuration system"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3869,19 +4040,21 @@ test = ["argcomplete (>=2.0)", "pre-commit", "pytest", "pytest-mock"]
 
 [[package]]
 name = "types-pytz"
-version = "2023.3.0.0"
+version = "2023.3.0.1"
 description = "Typing stubs for pytz"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
-    {file = "types-pytz-2023.3.0.0.tar.gz", hash = "sha256:ecdc70d543aaf3616a7e48631543a884f74205f284cefd6649ddf44c6a820aac"},
-    {file = "types_pytz-2023.3.0.0-py3-none-any.whl", hash = "sha256:4fc2a7fbbc315f0b6630e0b899fd6c743705abe1094d007b0e612d10da15e0f3"},
+    {file = "types-pytz-2023.3.0.1.tar.gz", hash = "sha256:1a7b8d4aac70981cfa24478a41eadfcd96a087c986d6f150d77e3ceb3c2bdfab"},
+    {file = "types_pytz-2023.3.0.1-py3-none-any.whl", hash = "sha256:65152e872137926bb67a8fe6cc9cfd794365df86650c5d5fdc7b167b0f38892e"},
 ]
 
 [[package]]
 name = "typing-extensions"
 version = "4.7.1"
 description = "Backported and Experimental Type Hints for Python 3.7+"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3893,6 +4066,7 @@ files = [
 name = "tzdata"
 version = "2023.3"
 description = "Provider of IANA time zone data"
+category = "main"
 optional = false
 python-versions = ">=2"
 files = [
@@ -3904,6 +4078,7 @@ files = [
 name = "uc-micro-py"
 version = "1.0.2"
 description = "Micro subset of unicode data files for linkify-it-py projects."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3918,6 +4093,7 @@ test = ["coverage", "pytest", "pytest-cov"]
 name = "uri-template"
 version = "1.3.0"
 description = "RFC 6570 URI Template Processor"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3932,6 +4108,7 @@ dev = ["flake8", "flake8-annotations", "flake8-bandit", "flake8-bugbear", "flake
 name = "urllib3"
 version = "2.0.4"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3949,6 +4126,7 @@ zstd = ["zstandard (>=0.18.0)"]
 name = "wcwidth"
 version = "0.2.6"
 description = "Measures the displayed width of unicode strings in a terminal"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3960,6 +4138,7 @@ files = [
 name = "webcolors"
 version = "1.13"
 description = "A library for working with the color formats defined by HTML and CSS."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3975,6 +4154,7 @@ tests = ["pytest", "pytest-cov"]
 name = "webencodings"
 version = "0.5.1"
 description = "Character encoding aliases for legacy web content"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -3986,6 +4166,7 @@ files = [
 name = "websocket-client"
 version = "1.6.1"
 description = "WebSocket client for Python with low level API options"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -4002,6 +4183,7 @@ test = ["websockets"]
 name = "wheel"
 version = "0.41.1"
 description = "A built-package format for Python"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -4016,6 +4198,7 @@ test = ["pytest (>=6.0.0)", "setuptools (>=65)"]
 name = "win32-setctime"
 version = "1.1.0"
 description = "A small Python utility to set file creation time on Windows"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -4028,13 +4211,14 @@ dev = ["black (>=19.3b0)", "pytest (>=4.6.2)"]
 
 [[package]]
 name = "yfinance"
-version = "0.2.27"
+version = "0.2.28"
 description = "Download market data from Yahoo! Finance API"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
-    {file = "yfinance-0.2.27-py2.py3-none-any.whl", hash = "sha256:e1835a7b744f16b0d419c43e7135a105e09ed95276f99cea0017faf3607dfe79"},
-    {file = "yfinance-0.2.27.tar.gz", hash = "sha256:d5c057963f4f1842d65d28fb5444d0b45b8082988baa64e703b87c6454d88642"},
+    {file = "yfinance-0.2.28-py2.py3-none-any.whl", hash = "sha256:9697dcbc38d67d1172a905fd5787c65bf049d87e18a709be788485ad7886791c"},
+    {file = "yfinance-0.2.28.tar.gz", hash = "sha256:be89cd2a4d55c0a2a6227c32915b355bde59f85c569dca9123320322445901ff"},
 ]
 
 [package.dependencies]
@@ -4053,6 +4237,7 @@ requests = ">=2.31"
 name = "zipp"
 version = "3.16.2"
 description = "Backport of pathlib-compatible object wrapper for zip files"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -4066,5 +4251,5 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 
 [metadata]
 lock-version = "2.0"
-python-versions = ">=3.8,<4"
-content-hash = "be5f14d0f886c13b38845f0515bdcd7d7ff175083a69db84eff7612284cef225"
+python-versions = ">=3.8,<3.12"
+content-hash = "9dce4727d1b21b431ecf678c4f97ca9d115d88a605f4570233af104385fe7822"
diff --git a/pyproject.toml b/pyproject.toml
index 2aa9064a..f24af13a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -8,10 +8,11 @@ repository = "https://github.com/cvxgrp/simulator"
 packages = [{include = "cvx"}]
 
 [tool.poetry.dependencies]
-python = ">=3.8,<4"
+python = ">=3.8,<3.12"
 numpy = "*"
 pandas = "*"
 quantstats = "*"
+#scipy = ">=1.10.0"
 
 [tool.poetry.group.test.dependencies]
 pytest = "7.2.0"