diff --git a/poetry.lock b/poetry.lock
index c3110e9..67954f3 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,3 +1,5 @@
+# This file is automatically @generated by Poetry and should not be changed by hand.
+
 [[package]]
 name = "appnope"
 version = "0.1.3"
@@ -5,6 +7,10 @@ description = "Disable App Nap on macOS >= 10.9"
 category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "appnope-0.1.3-py2.py3-none-any.whl", hash = "sha256:265a455292d0bd8a72453494fa24df5a11eb18373a60c7c0430889f22548605e"},
+    {file = "appnope-0.1.3.tar.gz", hash = "sha256:02bd91c4de869fbb1e1c50aafc4098827a7a54ab2f39d9dcba6c9547ed920e24"},
+]
 
 [[package]]
 name = "asttokens"
@@ -13,6 +19,10 @@ description = "Annotate AST trees with source code positions"
 category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "asttokens-2.0.8-py2.py3-none-any.whl", hash = "sha256:e3305297c744ae53ffa032c45dc347286165e4ffce6875dc662b205db0623d86"},
+    {file = "asttokens-2.0.8.tar.gz", hash = "sha256:c61e16246ecfb2cde2958406b4c8ebc043c9e6d73aaa83c941673b35e5d3a76b"},
+]
 
 [package.dependencies]
 six = "*"
@@ -27,6 +37,10 @@ description = "Specifications for callback functions passed in to an API"
 category = "main"
 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 = "black"
@@ -35,6 +49,31 @@ description = "The uncompromising code formatter."
 category = "dev"
 optional = false
 python-versions = ">=3.6.2"
+files = [
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+]
 
 [package.dependencies]
 click = ">=8.0.0"
@@ -56,6 +95,72 @@ description = "Foreign Function Interface for Python calling C code."
 category = "main"
 optional = false
 python-versions = "*"
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+]
 
 [package.dependencies]
 pycparser = "*"
@@ -67,6 +172,10 @@ description = "Composable command line interface toolkit"
 category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
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+    {file = "click-8.1.3.tar.gz", hash = "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e"},
+]
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
@@ -78,6 +187,10 @@ description = "Cross-platform colored terminal text."
 category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+files = [
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+]
 
 [[package]]
 name = "comm"
@@ -86,6 +199,10 @@ description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-
 category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
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+]
 
 [package.dependencies]
 traitlets = ">=5.3"
@@ -100,6 +217,10 @@ description = "Python parser for the CommonMark Markdown spec"
 category = "main"
 optional = false
 python-versions = "*"
+files = [
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+]
 
 [package.extras]
 test = ["flake8 (==3.7.8)", "hypothesis (==3.55.3)"]
@@ -111,6 +232,85 @@ description = "Backports and enhancements for the contextlib module"
 category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
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+]
+
+[[package]]
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+version = "1.0.7"
+description = "Python library for calculating contours of 2D quadrilateral grids"
+category = "main"
+optional = false
+python-versions = ">=3.8"
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+[package.dependencies]
+numpy = ">=1.16"
+
+[package.extras]
+bokeh = ["bokeh", "chromedriver", "selenium"]
+docs = ["furo", "sphinx-copybutton"]
+mypy = ["contourpy[bokeh]", "docutils-stubs", "mypy (==0.991)", "types-Pillow"]
+test = ["Pillow", "matplotlib", "pytest"]
+test-no-images = ["pytest"]
 
 [[package]]
 name = "cycler"
@@ -119,6 +319,10 @@ description = "Composable style cycles"
 category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
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+]
 
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 name = "debugpy"
@@ -127,6 +331,26 @@ description = "An implementation of the Debug Adapter Protocol for Python"
 category = "main"
 optional = false
 python-versions = ">=3.7"
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+    {file = "debugpy-1.6.3.zip", hash = "sha256:e8922090514a890eec99cfb991bab872dd2e353ebb793164d5f01c362b9a40bf"},
+]
 
 [[package]]
 name = "decorator"
@@ -135,6 +359,10 @@ description = "Decorators for Humans"
 category = "main"
 optional = false
 python-versions = ">=3.5"
+files = [
+    {file = "decorator-5.1.1-py3-none-any.whl", hash = "sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"},
+    {file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"},
+]
 
 [[package]]
 name = "entrypoints"
@@ -143,6 +371,10 @@ description = "Discover and load entry points from installed packages."
 category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "entrypoints-0.4-py3-none-any.whl", hash = "sha256:f174b5ff827504fd3cd97cc3f8649f3693f51538c7e4bdf3ef002c8429d42f9f"},
+    {file = "entrypoints-0.4.tar.gz", hash = "sha256:b706eddaa9218a19ebcd67b56818f05bb27589b1ca9e8d797b74affad4ccacd4"},
+]
 
 [[package]]
 name = "executing"
@@ -151,6 +383,10 @@ description = "Get the currently executing AST node of a frame, and other inform
 category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "executing-1.0.0-py2.py3-none-any.whl", hash = "sha256:550d581b497228b572235e633599133eeee67073c65914ca346100ad56775349"},
+    {file = "executing-1.0.0.tar.gz", hash = "sha256:98daefa9d1916a4f0d944880d5aeaf079e05585689bebd9ff9b32e31dd5e1017"},
+]
 
 [[package]]
 name = "fonttools"
@@ -159,6 +395,10 @@ description = "Tools to manipulate font files"
 category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "fonttools-4.37.1-py3-none-any.whl", hash = "sha256:fff6b752e326c15756c819fe2fe7ceab69f96a1dbcfe8911d0941cdb49905007"},
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+]
 
 [package.extras]
 all = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres", "scipy", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=14.0.0)", "xattr", "zopfli (>=0.1.4)"]
@@ -181,6 +421,10 @@ description = "Git Object Database"
 category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "gitdb-4.0.9-py3-none-any.whl", hash = "sha256:8033ad4e853066ba6ca92050b9df2f89301b8fc8bf7e9324d412a63f8bf1a8fd"},
+    {file = "gitdb-4.0.9.tar.gz", hash = "sha256:bac2fd45c0a1c9cf619e63a90d62bdc63892ef92387424b855792a6cabe789aa"},
+]
 
 [package.dependencies]
 smmap = ">=3.0.1,<6"
@@ -192,6 +436,10 @@ description = "GitPython is a python library used to interact with Git repositor
 category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
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+    {file = "GitPython-3.1.27.tar.gz", hash = "sha256:1c885ce809e8ba2d88a29befeb385fcea06338d3640712b59ca623c220bb5704"},
+]
 
 [package.dependencies]
 gitdb = ">=4.0.1,<5"
@@ -203,6 +451,10 @@ description = "IPython Kernel for Jupyter"
 category = "main"
 optional = false
 python-versions = ">=3.8"
+files = [
+    {file = "ipykernel-6.19.4-py3-none-any.whl", hash = "sha256:0ecdae0060da61c5222ad221681f3b99b5bef739e11a3b1eb5778aa47f056f1f"},
+    {file = "ipykernel-6.19.4.tar.gz", hash = "sha256:4140c282a6c71cdde59abe5eae2c71bf1eeb4a69316ab76e1c4c25150a49722b"},
+]
 
 [package.dependencies]
 appnope = {version = "*", markers = "platform_system == \"Darwin\""}
@@ -230,6 +482,10 @@ description = "IPython: Productive Interactive Computing"
 category = "main"
 optional = false
 python-versions = ">=3.8"
+files = [
+    {file = "ipython-8.4.0-py3-none-any.whl", hash = "sha256:7ca74052a38fa25fe9bedf52da0be7d3fdd2fb027c3b778ea78dfe8c212937d1"},
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+]
 
 [package.dependencies]
 appnope = {version = "*", markers = "sys_platform == \"darwin\""}
@@ -266,6 +522,10 @@ description = "An autocompletion tool for Python that can be used for text edito
 category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
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+    {file = "jedi-0.18.1.tar.gz", hash = "sha256:74137626a64a99c8eb6ae5832d99b3bdd7d29a3850fe2aa80a4126b2a7d949ab"},
+]
 
 [package.dependencies]
 parso = ">=0.8.0,<0.9.0"
@@ -281,6 +541,10 @@ description = "Jupyter protocol implementation and client libraries"
 category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "jupyter_client-7.3.5-py3-none-any.whl", hash = "sha256:b33222bdc9dd1714228bd286af006533a0abe2bbc093e8f3d29dc0b91bdc2be4"},
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+]
 
 [package.dependencies]
 entrypoints = "*"
@@ -302,6 +566,10 @@ description = "Jupyter core package. A base package on which Jupyter projects re
 category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [package.dependencies]
 pywin32 = {version = ">=1.0", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
@@ -317,25 +585,138 @@ description = "A fast implementation of the Cassowary constraint solver"
 category = "main"
 optional = false
 python-versions = ">=3.7"
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 python-dateutil = ">=2.7"
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 name = "matplotlib-inline"
@@ -344,6 +725,10 @@ description = "Inline Matplotlib backend for Jupyter"
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 optional = false
 python-versions = ">=3.5"
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 [package.dependencies]
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 category = "dev"
 optional = false
 python-versions = "*"
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 python-versions = ">=3.8"
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 name = "packaging"
@@ -379,6 +802,10 @@ description = "Core utilities for Python packages"
 category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "packaging-21.3-py3-none-any.whl", hash = "sha256:ef103e05f519cdc783ae24ea4e2e0f508a9c99b2d4969652eed6a2e1ea5bd522"},
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+]
 
 [package.dependencies]
 pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
@@ -390,6 +817,29 @@ description = "Powerful data structures for data analysis, time series, and stat
 category = "main"
 optional = false
 python-versions = ">=3.8"
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+]
 
 [package.dependencies]
 numpy = {version = ">=1.21.0", markers = "python_version >= \"3.10\""}
@@ -406,6 +856,10 @@ description = "A Python Parser"
 category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
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+]
 
 [package.extras]
 qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
@@ -418,6 +872,10 @@ description = "Utility library for gitignore style pattern matching of file path
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [[package]]
 name = "pexpect"
@@ -426,6 +884,10 @@ description = "Pexpect allows easy control of interactive console applications."
 category = "main"
 optional = false
 python-versions = "*"
+files = [
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+]
 
 [package.dependencies]
 ptyprocess = ">=0.5"
@@ -437,6 +899,10 @@ description = "Tiny 'shelve'-like database with concurrency support"
 category = "main"
 optional = false
 python-versions = "*"
+files = [
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+]
 
 [[package]]
 name = "pillow"
@@ -445,6 +911,66 @@ description = "Python Imaging Library (Fork)"
 category = "main"
 optional = false
 python-versions = ">=3.7"
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 [package.extras]
 docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-issues (>=3.0.1)", "sphinx-removed-in", "sphinxext-opengraph"]
@@ -457,6 +983,10 @@ description = "A small Python module for determining appropriate platform-specif
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 optional = false
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@@ -469,6 +999,10 @@ description = "Library for building powerful interactive command lines in Python
 category = "main"
 optional = false
 python-versions = ">=3.6.2"
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 wcwidth = "*"
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 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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 test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
@@ -491,6 +1059,10 @@ description = "Run a subprocess in a pseudo terminal"
 category = "main"
 optional = false
 python-versions = "*"
+files = [
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 name = "pure-eval"
@@ -499,6 +1071,10 @@ description = "Safely evaluate AST nodes without side effects"
 category = "main"
 optional = false
 python-versions = "*"
+files = [
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 tests = ["pytest"]
@@ -510,6 +1086,10 @@ description = "library with cross-python path, ini-parsing, io, code, log facili
 category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
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 name = "pycparser"
@@ -518,6 +1098,10 @@ description = "C parser in Python"
 category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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+]
 
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 name = "pygments"
@@ -526,6 +1110,10 @@ description = "Pygments is a syntax highlighting package written in Python."
 category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
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+]
 
 [package.extras]
 plugins = ["importlib-metadata"]
@@ -537,6 +1125,10 @@ description = "pyparsing module - Classes and methods to define and execute pars
 category = "main"
 optional = false
 python-versions = ">=3.6.8"
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 [package.extras]
 diagrams = ["jinja2", "railroad-diagrams"]
@@ -548,6 +1140,10 @@ description = "Extensions to the standard Python datetime module"
 category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+files = [
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 [package.dependencies]
 six = ">=1.5"
@@ -559,6 +1155,10 @@ description = "World timezone definitions, modern and historical"
 category = "main"
 optional = false
 python-versions = "*"
+files = [
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 [[package]]
 name = "pywin32"
@@ -567,6 +1167,22 @@ description = "Python for Window Extensions"
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 optional = false
 python-versions = "*"
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 [[package]]
 name = "pyzmq"
@@ -575,704 +1191,7 @@ description = "Python bindings for 0MQ"
 category = "main"
 optional = false
 python-versions = ">=3.6"
-
-[package.dependencies]
-cffi = {version = "*", markers = "implementation_name == \"pypy\""}
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-
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-
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-
-[package.source]
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-url = "quispr"
-
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     {file = "stack_data-0.5.0-py3-none-any.whl", hash = "sha256:66d2ebd3d7f29047612ead465b6cae5371006a71f45037c7e2507d01367bce3b"},
     {file = "stack_data-0.5.0.tar.gz", hash = "sha256:715c8855fbf5c43587b141e46cc9d9339cc0d1f8d6e0f98ed0d01c6cb974e29f"},
 ]
-toml = [
+
+[package.dependencies]
+asttokens = "*"
+executing = "*"
+pure-eval = "*"
+
+[package.extras]
+tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
+
+[[package]]
+name = "toml"
+version = "0.10.2"
+description = "Python Library for Tom's Obvious, Minimal Language"
+category = "main"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+files = [
     {file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"},
     {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
 ]
-tomli = [
+
+[[package]]
+name = "tomli"
+version = "2.0.1"
+description = "A lil' TOML parser"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
     {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
     {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
 ]
-tornado = [
+
+[[package]]
+name = "tornado"
+version = "6.2"
+description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
+category = "main"
+optional = false
+python-versions = ">= 3.7"
+files = [
     {file = "tornado-6.2-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:20f638fd8cc85f3cbae3c732326e96addff0a15e22d80f049e00121651e82e72"},
     {file = "tornado-6.2-cp37-abi3-macosx_10_9_x86_64.whl", hash = "sha256:87dcafae3e884462f90c90ecc200defe5e580a7fbbb4365eda7c7c1eb809ebc9"},
     {file = "tornado-6.2-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ba09ef14ca9893954244fd872798b4ccb2367c165946ce2dd7376aebdde8e3ac"},
@@ -1398,11 +1433,36 @@ tornado = [
     {file = "tornado-6.2-cp37-abi3-win_amd64.whl", hash = "sha256:e5f923aa6a47e133d1cf87d60700889d7eae68988704e20c75fb2d65677a8e4b"},
     {file = "tornado-6.2.tar.gz", hash = "sha256:9b630419bde84ec666bfd7ea0a4cb2a8a651c2d5cccdbdd1972a0c859dfc3c13"},
 ]
-traitlets = [
+
+[[package]]
+name = "traitlets"
+version = "5.8.0"
+description = "Traitlets Python configuration system"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
     {file = "traitlets-5.8.0-py3-none-any.whl", hash = "sha256:c864831efa0ba6576d09b44884b34e41defc18c0d7e720b4a2d6698c842cab3e"},
     {file = "traitlets-5.8.0.tar.gz", hash = "sha256:6cc57d6dc28c85d5365961726ffd19b538739347749e13ebe34e03323a0e8f84"},
 ]
-wcwidth = [
+
+[package.extras]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
+test = ["argcomplete (>=2.0)", "pre-commit", "pytest", "pytest-mock"]
+
+[[package]]
+name = "wcwidth"
+version = "0.2.5"
+description = "Measures the displayed width of unicode strings in a terminal"
+category = "main"
+optional = false
+python-versions = "*"
+files = [
     {file = "wcwidth-0.2.5-py2.py3-none-any.whl", hash = "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784"},
     {file = "wcwidth-0.2.5.tar.gz", hash = "sha256:c4d647b99872929fdb7bdcaa4fbe7f01413ed3d98077df798530e5b04f116c83"},
 ]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.10"
+content-hash = "c43dcff1eee939a7b7cabba3d42d25c553d5ddf68402ef46b4d36370058cd8ff"
diff --git a/pyproject.toml b/pyproject.toml
index 71fd035..1ffb4f6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -9,7 +9,7 @@ python = "^3.10"
 quispr = { path = "./quispr", develop = true }
 ipykernel = "^6.19.4"
 pandas = "^1.4.3"
-matplotlib = "^3.5.3"
+matplotlib = "^3.7.1"
 
 
 [tool.poetry.dev-dependencies]