diff --git a/poetry.lock b/poetry.lock
index e78baf0..b1af261 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -6,23 +6,6 @@ category = "dev"
 optional = false
 python-versions = "*"
 
-[[package]]
-name = "anyio"
-version = "3.3.4"
-description = "High level compatibility layer for multiple asynchronous event loop implementations"
-category = "dev"
-optional = false
-python-versions = ">=3.6.2"
-
-[package.dependencies]
-idna = ">=2.8"
-sniffio = ">=1.1"
-
-[package.extras]
-doc = ["sphinx-rtd-theme", "sphinx-autodoc-typehints (>=1.2.0)"]
-test = ["coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "pytest (>=6.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (<0.15)", "mock (>=4)", "uvloop (>=0.15)"]
-trio = ["trio (>=0.16)"]
-
 [[package]]
 name = "appnope"
 version = "0.1.2"
@@ -209,11 +192,11 @@ unicode_backport = ["unicodedata2"]
 
 [[package]]
 name = "click"
-version = "8.0.3"
+version = "8.1.3"
 description = "Composable command line interface toolkit"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
@@ -323,19 +306,17 @@ python-versions = ">=2.7"
 
 [[package]]
 name = "furo"
-version = "2021.10.9"
+version = "2022.6.21"
 description = "A clean customisable Sphinx documentation theme."
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 beautifulsoup4 = "*"
-sphinx = ">=4.0,<5.0"
-
-[package.extras]
-doc = ["myst-parser", "sphinx-copybutton", "sphinx-design", "sphinx-inline-tabs"]
-test = ["pytest", "pytest-cov", "pytest-xdist"]
+pygments = "*"
+sphinx = ">=4.0,<6.0"
+sphinx-basic-ng = "*"
 
 [[package]]
 name = "gitdb"
@@ -494,26 +475,6 @@ category = "dev"
 optional = false
 python-versions = "*"
 
-[[package]]
-name = "ipywidgets"
-version = "7.6.5"
-description = "IPython HTML widgets for Jupyter"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-ipykernel = ">=4.5.1"
-ipython = {version = ">=4.0.0", markers = "python_version >= \"3.3\""}
-ipython-genutils = ">=0.2.0,<0.3.0"
-jupyterlab-widgets = {version = ">=1.0.0", markers = "python_version >= \"3.6\""}
-nbformat = ">=4.2.0"
-traitlets = ">=4.3.1"
-widgetsnbextension = ">=3.5.0,<3.6.0"
-
-[package.extras]
-test = ["pytest (>=3.6.0)", "pytest-cov", "mock"]
-
 [[package]]
 name = "isort"
 version = "5.10.1"
@@ -552,8 +513,8 @@ optional = false
 python-versions = ">=3.6"
 
 [package.extras]
-test = ["pytest", "pytest-trio", "pytest-asyncio", "testpath", "trio", "async-timeout"]
-trio = ["trio", "async-generator"]
+trio = ["async-generator", "trio"]
+test = ["async-timeout", "trio", "testpath", "pytest-asyncio", "pytest-trio", "pytest"]
 
 [[package]]
 name = "jinja2"
@@ -588,24 +549,27 @@ format_nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 
 [[package]]
 name = "jupyter-cache"
-version = "0.4.3"
+version = "0.5.0"
 description = "A defined interface for working with a cache of jupyter notebooks."
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = "~=3.7"
 
 [package.dependencies]
 attrs = "*"
+click = "*"
+importlib-metadata = "*"
 nbclient = ">=0.2,<0.6"
-nbdime = "*"
 nbformat = "*"
+pyyaml = "*"
 sqlalchemy = ">=1.3.12,<1.5"
+tabulate = "*"
 
 [package.extras]
-cli = ["click", "click-completion", "click-log", "tabulate", "pyyaml"]
-code_style = ["flake8 (>=3.7.0,<3.8.0)", "black", "pre-commit (==1.17.0)"]
-rtd = ["myst-nb (>=0.7,<1.0)", "sphinx-copybutton", "pydata-sphinx-theme"]
-testing = ["ipykernel", "coverage", "pytest (>=3.6,<4)", "pytest-cov", "pytest-regressions", "matplotlib", "numpy", "sympy", "pandas", "nbformat (>=5.1)"]
+testing = ["sympy", "pytest-regressions", "pytest-cov", "pytest (>=6,<7)", "pandas", "numpy", "nbformat (>=5.1)", "matplotlib", "jupytext", "ipykernel", "coverage", "nbdime"]
+rtd = ["sphinx-copybutton", "sphinx-book-theme (>=0.1.1,<0.2.0)", "myst-nb (>=0.12.3,<0.13.0)", "jupytext", "nbdime"]
+code_style = ["pre-commit (>=2.12,<3.0)"]
+cli = ["click-log"]
 
 [[package]]
 name = "jupyter-client"
@@ -659,79 +623,22 @@ traitlets = "*"
 
 [[package]]
 name = "jupyter-nbextensions-configurator"
-version = "0.4.1"
+version = "0.5.0"
 description = "jupyter serverextension providing configuration interfaces for nbextensions."
 category = "dev"
 optional = false
 python-versions = "*"
 
 [package.dependencies]
-jupyter_contrib_core = ">=0.3.3"
-jupyter_core = "*"
-notebook = ">=4.0"
+jupyter-contrib-core = ">=0.3.3"
+jupyter-core = "*"
+notebook = ">=6.0"
 pyyaml = "*"
 tornado = "*"
 traitlets = "*"
 
 [package.extras]
-test = ["jupyter-contrib-core", "nose", "requests", "selenium", "mock"]
-
-[[package]]
-name = "jupyter-server"
-version = "1.11.2"
-description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-anyio = ">=3.1.0,<4"
-argon2-cffi = "*"
-ipython-genutils = "*"
-jinja2 = "*"
-jupyter-client = ">=6.1.1"
-jupyter-core = ">=4.6.0"
-nbconvert = "*"
-nbformat = "*"
-prometheus-client = "*"
-pyzmq = ">=17"
-Send2Trash = "*"
-terminado = ">=0.8.3"
-tornado = ">=6.1.0"
-traitlets = ">=4.2.1"
-websocket-client = "*"
-
-[package.extras]
-test = ["coverage", "pytest (>=6.0)", "pytest-cov", "pytest-mock", "requests", "pytest-tornasync", "pytest-console-scripts", "ipykernel"]
-
-[[package]]
-name = "jupyter-server-mathjax"
-version = "0.2.3"
-description = "MathJax resources as a Jupyter Server Extension."
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-jupyter-server = ">=1.1,<2.0"
-
-[package.extras]
-test = ["jupyter-server", "pytest"]
-
-[[package]]
-name = "jupyter-sphinx"
-version = "0.3.2"
-description = "Jupyter Sphinx Extensions"
-category = "dev"
-optional = false
-python-versions = ">= 3.6"
-
-[package.dependencies]
-IPython = "*"
-ipywidgets = ">=7.0.0"
-nbconvert = ">=5.5"
-nbformat = "*"
-Sphinx = ">=2"
+test = ["mock", "selenium", "requests", "nose", "jupyter-contrib-core"]
 
 [[package]]
 name = "jupyterlab-pygments"
@@ -744,14 +651,6 @@ python-versions = "*"
 [package.dependencies]
 pygments = ">=2.4.1,<3"
 
-[[package]]
-name = "jupyterlab-widgets"
-version = "1.0.2"
-description = "A JupyterLab extension."
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
 [[package]]
 name = "keyring"
 version = "23.2.1"
@@ -807,12 +706,12 @@ python-versions = "~=3.6"
 attrs = ">=19,<22"
 
 [package.extras]
-code_style = ["pre-commit (==2.6)"]
-compare = ["commonmark (>=0.9.1,<0.10.0)", "markdown (>=3.2.2,<3.3.0)", "mistletoe-ebp (>=0.10.0,<0.11.0)", "mistune (>=0.8.4,<0.9.0)", "panflute (>=1.12,<2.0)"]
-linkify = ["linkify-it-py (>=1.0,<2.0)"]
+testing = ["pytest-regressions", "pytest-cov", "pytest-benchmark (>=3.2,<4.0)", "pytest (>=3.6,<4)", "psutil", "coverage"]
+rtd = ["sphinx-book-theme", "sphinx-panels (>=0.4.0,<0.5.0)", "sphinx-copybutton", "sphinx (>=2,<4)", "pyyaml", "myst-nb (==0.13.0a1)"]
 plugins = ["mdit-py-plugins"]
-rtd = ["myst-nb (==0.13.0a1)", "pyyaml", "sphinx (>=2,<4)", "sphinx-copybutton", "sphinx-panels (>=0.4.0,<0.5.0)", "sphinx-book-theme"]
-testing = ["coverage", "psutil", "pytest (>=3.6,<4)", "pytest-benchmark (>=3.2,<4.0)", "pytest-cov", "pytest-regressions"]
+linkify = ["linkify-it-py (>=1.0,<2.0)"]
+compare = ["panflute (>=1.12,<2.0)", "mistune (>=0.8.4,<0.9.0)", "mistletoe-ebp (>=0.10.0,<0.11.0)", "markdown (>=3.2.2,<3.3.0)", "commonmark (>=0.9.1,<0.10.0)"]
+code_style = ["pre-commit (==2.6)"]
 
 [[package]]
 name = "markupsafe"
@@ -835,19 +734,19 @@ traitlets = "*"
 
 [[package]]
 name = "mdit-py-plugins"
-version = "0.2.8"
+version = "0.3.0"
 description = "Collection of plugins for markdown-it-py"
 category = "dev"
 optional = false
 python-versions = "~=3.6"
 
 [package.dependencies]
-markdown-it-py = ">=1.0,<2.0"
+markdown-it-py = ">=1.0.0,<3.0.0"
 
 [package.extras]
+testing = ["pytest-regressions", "pytest-cov", "pytest (>=3.6,<4)", "coverage"]
+rtd = ["sphinx-book-theme (>=0.1.0,<0.2.0)", "myst-parser (>=0.14.0,<0.15.0)"]
 code_style = ["pre-commit (==2.6)"]
-rtd = ["myst-parser (==0.14.0a3)", "sphinx-book-theme (>=0.1.0,<0.2.0)"]
-testing = ["coverage", "pytest (>=3.6,<4)", "pytest-cov", "pytest-regressions"]
 
 [[package]]
 name = "mistune"
@@ -859,26 +758,26 @@ python-versions = "*"
 
 [[package]]
 name = "mudkip"
-version = "0.4.14"
+version = "0.8.0"
 description = "A friendly Sphinx wrapper"
 category = "dev"
 optional = false
 python-versions = ">=3.8,<4.0"
 
 [package.dependencies]
-click = ">=8.0.1,<9.0.0"
+click = ">=8.1.3,<9.0.0"
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
-furo = ">=2021.9.22,<2022.0.0"
-jupyter_nbextensions_configurator = ">=0.4.1,<0.5.0"
+furo = ">=2022.6.21,<2023.0.0"
+jupyter-nbextensions-configurator = ">=0.5.0,<0.6.0"
 livereload = ">=2.6.3,<3.0.0"
-myst-nb = ">=0.13.0,<0.14.0"
-myst-parser = ">=0.15.2,<0.16.0"
-notebook = ">=6.4.4,<7.0.0"
-Sphinx = ">=4.2.0,<5.0.0"
-sphinx-autodoc-typehints = ">=1.12.0,<2.0.0"
+myst-nb = ">=0.16.0,<0.17.0"
+notebook = ">=6.4.12,<7.0.0"
+pydata-sphinx-theme = ">=0.9.0,<0.10.0"
+Sphinx = ">=5.1.1,<6.0.0"
 sphinx-rtd-theme = ">=1.0.0,<2.0.0"
-tomlkit = ">=0.7.0,<0.8.0"
-watchdog = ">=2.1.5,<3.0.0"
+sphinxcontrib-mermaid = ">=0.7.1,<0.8.0"
+tomlkit = ">=0.7.0"
+watchdog = ">=2.1.9,<3.0.0"
 
 [[package]]
 name = "mypy-extensions"
@@ -890,52 +789,52 @@ python-versions = "*"
 
 [[package]]
 name = "myst-nb"
-version = "0.13.1"
+version = "0.16.0"
 description = "A Jupyter Notebook Sphinx reader built on top of the MyST markdown parser."
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
-docutils = ">=0.15,<0.18"
-importlib-metadata = "*"
+importlib_metadata = "*"
+ipykernel = "*"
 ipython = "*"
-ipywidgets = ">=7.0.0,<8"
-jupyter-cache = ">=0.4.1,<0.5.0"
-jupyter-sphinx = ">=0.3.2,<0.4.0"
-myst-parser = ">=0.15.2,<0.16.0"
-nbconvert = ">=5.6,<7"
+jupyter-cache = ">=0.5.0,<0.6.0"
+myst-parser = ">=0.18.0,<0.19.0"
+nbclient = "*"
 nbformat = ">=5.0,<6.0"
 pyyaml = "*"
-sphinx = ">=3.1,<5"
-sphinx-togglebutton = ">=0.2.2,<0.3.0"
+sphinx = ">=4,<6"
+sphinx-togglebutton = ">=0.3.0,<0.4.0"
+typing-extensions = "*"
 
 [package.extras]
 code_style = ["pre-commit (>=2.12,<3.0)"]
-rtd = ["alabaster", "altair", "bokeh", "coconut (>=1.4.3,<1.5.0)", "ipykernel (>=5.5,<6.0)", "ipywidgets", "jupytext (>=1.11.2,<1.12.0)", "matplotlib", "numpy", "pandas", "plotly", "sphinx-book-theme (>=0.1.0,<0.2.0)", "sphinx-copybutton", "sphinx-panels (>=0.4.1,<0.5.0)", "sphinxcontrib-bibtex", "sympy"]
-testing = ["coverage (<5.0)", "ipykernel (>=5.5,<6.0)", "jupytext (>=1.11.2,<1.12.0)", "matplotlib (>=3.3.0,<3.4.0)", "numpy", "pandas", "pytest (>=5.4,<6.0)", "pytest-cov (>=2.8,<3.0)", "pytest-regressions", "sympy"]
+rtd = ["alabaster", "altair", "bokeh", "coconut (>=1.4.3,<1.5.0)", "ipykernel (>=5.5,<6.0)", "ipywidgets", "jupytext (>=1.11.2,<1.12.0)", "matplotlib", "numpy", "pandas", "plotly", "sphinx-book-theme (>=0.3.0,<0.4.0)", "sphinx-copybutton", "sphinx-design (>=0.1.0,<0.2.0)", "sphinxcontrib-bibtex", "sympy"]
+testing = ["coverage (>=6.4,<7.0)", "beautifulsoup4", "ipykernel (>=5.5,<6.0)", "ipython (!=8.1.0)", "ipywidgets", "jupytext (>=1.11.2,<1.12.0)", "matplotlib", "nbdime", "numpy", "pandas", "pytest (>=7.1,<8.0)", "pytest-cov (>=3.0,<4.0)", "pytest-regressions", "pytest-param-files (>=0.3.3,<0.4.0)", "sympy"]
 
 [[package]]
 name = "myst-parser"
-version = "0.15.2"
+version = "0.18.0"
 description = "An extended commonmark compliant parser, with bridges to docutils & sphinx."
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
-docutils = ">=0.15,<0.18"
+docutils = ">=0.15,<0.19"
 jinja2 = "*"
-markdown-it-py = ">=1.0.0,<2.0.0"
-mdit-py-plugins = ">=0.2.8,<0.3.0"
+markdown-it-py = ">=1.0.0,<3.0.0"
+mdit-py-plugins = ">=0.3.0,<0.4.0"
 pyyaml = "*"
-sphinx = ">=3.1,<5"
+sphinx = ">=4,<6"
+typing-extensions = "*"
 
 [package.extras]
 code_style = ["pre-commit (>=2.12,<3.0)"]
 linkify = ["linkify-it-py (>=1.0,<2.0)"]
-rtd = ["ipython", "sphinx-book-theme (>=0.1.0,<0.2.0)", "sphinx-panels (>=0.5.2,<0.6.0)", "sphinxcontrib-bibtex (>=2.1,<3.0)", "sphinxext-rediraffe (>=0.2,<1.0)", "sphinxcontrib.mermaid (>=0.6.3,<0.7.0)", "sphinxext-opengraph (>=0.4.2,<0.5.0)"]
-testing = ["beautifulsoup4", "coverage", "docutils (>=0.17.0,<0.18.0)", "pytest (>=3.6,<4)", "pytest-cov", "pytest-regressions"]
+rtd = ["ipython", "sphinx-book-theme", "sphinx-design", "sphinxext-rediraffe (>=0.2.7,<0.3.0)", "sphinxcontrib.mermaid (>=0.7.1,<0.8.0)", "sphinxext-opengraph (>=0.6.3,<0.7.0)"]
+testing = ["beautifulsoup4", "coverage", "pytest (>=6,<7)", "pytest-cov", "pytest-regressions", "pytest-param-files (>=0.3.4,<0.4.0)", "sphinx-pytest"]
 
 [[package]]
 name = "nbclient"
@@ -986,29 +885,6 @@ serve = ["tornado (>=4.0)"]
 test = ["pytest", "pytest-cov", "pytest-dependency", "ipykernel", "ipywidgets (>=7)", "pyppeteer (==0.2.6)"]
 webpdf = ["pyppeteer (==0.2.6)"]
 
-[[package]]
-name = "nbdime"
-version = "3.1.1"
-description = "Diff and merge of Jupyter Notebooks"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-colorama = "*"
-GitPython = "<2.1.4 || >2.1.4,<2.1.5 || >2.1.5,<2.1.6 || >2.1.6"
-jinja2 = ">=2.9"
-jupyter-server = "*"
-jupyter-server-mathjax = ">=0.2.2"
-nbformat = "*"
-pygments = "*"
-requests = "*"
-tornado = "*"
-
-[package.extras]
-docs = ["sphinx", "recommonmark", "sphinx-rtd-theme"]
-test = ["pytest (>=3.6)", "pytest-cov", "pytest-timeout", "pytest-tornado", "jupyter-server", "jsonschema", "mock", "notebook", "requests", "tabulate"]
-
 [[package]]
 name = "nbformat"
 version = "5.1.3"
@@ -1048,11 +924,11 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "notebook"
-version = "6.4.5"
+version = "6.4.12"
 description = "A web-based notebook environment for interactive computing"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 argon2-cffi = "*"
@@ -1061,11 +937,12 @@ ipython-genutils = "*"
 jinja2 = "*"
 jupyter-client = ">=5.3.4"
 jupyter-core = ">=4.6.1"
-nbconvert = "*"
+nbconvert = ">=5"
 nbformat = "*"
+nest-asyncio = ">=1.5"
 prometheus-client = "*"
 pyzmq = ">=17"
-Send2Trash = ">=1.5.0"
+Send2Trash = ">=1.8.0"
 terminado = ">=0.8.3"
 tornado = ">=6.1"
 traitlets = ">=4.2.1"
@@ -1073,7 +950,7 @@ traitlets = ">=4.2.1"
 [package.extras]
 docs = ["sphinx", "nbsphinx", "sphinxcontrib-github-alt", "sphinx-rtd-theme", "myst-parser"]
 json-logging = ["json-logging"]
-test = ["pytest", "coverage", "requests", "nbval", "selenium", "pytest-cov", "requests-unixsocket"]
+test = ["pytest", "coverage", "requests", "testpath", "nbval", "selenium", "pytest-cov", "requests-unixsocket"]
 
 [[package]]
 name = "numpy"
@@ -1173,8 +1050,8 @@ optional = false
 python-versions = ">=3.6"
 
 [package.extras]
-dev = ["pre-commit", "tox"]
-testing = ["pytest", "pytest-benchmark"]
+testing = ["pytest-benchmark", "pytest"]
+dev = ["tox", "pre-commit"]
 
 [[package]]
 name = "prometheus-client"
@@ -1237,6 +1114,26 @@ typing-extensions = ">=3.7.4.3"
 dotenv = ["python-dotenv (>=0.10.4)"]
 email = ["email-validator (>=1.0.3)"]
 
+[[package]]
+name = "pydata-sphinx-theme"
+version = "0.9.0"
+description = "Bootstrap-based Sphinx theme from the PyData community"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+beautifulsoup4 = "*"
+docutils = "!=0.17.0"
+packaging = "*"
+sphinx = ">=4.0.2"
+
+[package.extras]
+dev = ["pydata-sphinx-theme", "nox", "pre-commit", "pyyaml"]
+coverage = ["pydata-sphinx-theme", "codecov", "pytest-cov"]
+test = ["pydata-sphinx-theme", "pytest"]
+doc = ["sphinx-design", "xarray", "numpy", "plotly", "jupyter-sphinx", "sphinx-sitemap", "sphinxext-rediraffe", "pytest-regressions", "pytest", "pandas", "myst-parser", "numpydoc"]
+
 [[package]]
 name = "pygments"
 version = "2.10.0"
@@ -1527,14 +1424,6 @@ category = "dev"
 optional = false
 python-versions = ">=3.6"
 
-[[package]]
-name = "sniffio"
-version = "1.2.0"
-description = "Sniff out which async library your code is running under"
-category = "dev"
-optional = false
-python-versions = ">=3.5"
-
 [[package]]
 name = "snowballstemmer"
 version = "2.1.0"
@@ -1553,7 +1442,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "sphinx"
-version = "4.2.0"
+version = "5.1.1"
 description = "Python documentation generator"
 category = "dev"
 optional = false
@@ -1563,8 +1452,9 @@ python-versions = ">=3.6"
 alabaster = ">=0.7,<0.8"
 babel = ">=1.3"
 colorama = {version = ">=0.3.5", markers = "sys_platform == \"win32\""}
-docutils = ">=0.14,<0.18"
+docutils = ">=0.14,<0.20"
 imagesize = "*"
+importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
 Jinja2 = ">=2.3"
 packaging = "*"
 Pygments = ">=2.0"
@@ -1579,23 +1469,22 @@ sphinxcontrib-serializinghtml = ">=1.1.5"
 
 [package.extras]
 docs = ["sphinxcontrib-websupport"]
-lint = ["flake8 (>=3.5.0)", "isort", "mypy (>=0.900)", "docutils-stubs", "types-typed-ast", "types-pkg-resources", "types-requests"]
-test = ["pytest", "pytest-cov", "html5lib", "cython", "typed-ast"]
+lint = ["flake8 (>=3.5.0)", "flake8-comprehensions", "flake8-bugbear", "isort", "mypy (>=0.971)", "sphinx-lint", "docutils-stubs", "types-typed-ast", "types-requests"]
+test = ["pytest (>=4.6)", "html5lib", "cython", "typed-ast"]
 
 [[package]]
-name = "sphinx-autodoc-typehints"
-version = "1.12.0"
-description = "Type hints (PEP 484) support for the Sphinx autodoc extension"
+name = "sphinx-basic-ng"
+version = "0.0.1a12"
+description = "A modern skeleton for Sphinx themes."
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
-Sphinx = ">=3.0"
+sphinx = ">=4.0,<6.0"
 
 [package.extras]
-test = ["pytest (>=3.1.0)", "typing-extensions (>=3.5)", "sphobjinv (>=2.0)", "Sphinx (>=3.2.0)", "dataclasses"]
-type_comments = ["typed-ast (>=1.4.0)"]
+docs = ["furo", "myst-parser", "sphinx-copybutton", "sphinx-inline-tabs", "ipython"]
 
 [[package]]
 name = "sphinx-rtd-theme"
@@ -1610,11 +1499,11 @@ docutils = "<0.18"
 sphinx = ">=1.6"
 
 [package.extras]
-dev = ["transifex-client", "sphinxcontrib-httpdomain", "bump2version"]
+dev = ["bump2version", "sphinxcontrib-httpdomain", "transifex-client"]
 
 [[package]]
 name = "sphinx-togglebutton"
-version = "0.2.3"
+version = "0.3.2"
 description = "Toggle page content and collapse admonitions in Sphinx."
 category = "dev"
 optional = false
@@ -1625,7 +1514,7 @@ docutils = "*"
 sphinx = "*"
 
 [package.extras]
-sphinx = ["myst-nb", "sphinx-book-theme"]
+sphinx = ["sphinx-examples", "sphinx-design", "sphinx-book-theme", "myst-nb", "numpy", "matplotlib"]
 
 [[package]]
 name = "sphinxcontrib-applehelp"
@@ -1636,8 +1525,8 @@ optional = false
 python-versions = ">=3.5"
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
 test = ["pytest"]
+lint = ["docutils-stubs", "mypy", "flake8"]
 
 [[package]]
 name = "sphinxcontrib-devhelp"
@@ -1648,8 +1537,8 @@ optional = false
 python-versions = ">=3.5"
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
 test = ["pytest"]
+lint = ["docutils-stubs", "mypy", "flake8"]
 
 [[package]]
 name = "sphinxcontrib-htmlhelp"
@@ -1660,8 +1549,8 @@ optional = false
 python-versions = ">=3.6"
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
-test = ["pytest", "html5lib"]
+test = ["html5lib", "pytest"]
+lint = ["docutils-stubs", "mypy", "flake8"]
 
 [[package]]
 name = "sphinxcontrib-jsmath"
@@ -1672,7 +1561,15 @@ optional = false
 python-versions = ">=3.5"
 
 [package.extras]
-test = ["pytest", "flake8", "mypy"]
+test = ["mypy", "flake8", "pytest"]
+
+[[package]]
+name = "sphinxcontrib-mermaid"
+version = "0.7.1"
+description = "Mermaid diagrams in yours Sphinx powered docs"
+category = "dev"
+optional = false
+python-versions = "*"
 
 [[package]]
 name = "sphinxcontrib-qthelp"
@@ -1683,8 +1580,8 @@ optional = false
 python-versions = ">=3.5"
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
 test = ["pytest"]
+lint = ["docutils-stubs", "mypy", "flake8"]
 
 [[package]]
 name = "sphinxcontrib-serializinghtml"
@@ -1695,8 +1592,8 @@ optional = false
 python-versions = ">=3.5"
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
 test = ["pytest"]
+lint = ["docutils-stubs", "mypy", "flake8"]
 
 [[package]]
 name = "sqlalchemy"
@@ -1730,6 +1627,17 @@ postgresql_psycopg2cffi = ["psycopg2cffi"]
 pymysql = ["pymysql (<1)", "pymysql"]
 sqlcipher = ["sqlcipher3-binary"]
 
+[[package]]
+name = "tabulate"
+version = "0.8.10"
+description = "Pretty-print tabular data"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[package.extras]
+widechars = ["wcwidth"]
+
 [[package]]
 name = "terminado"
 version = "0.12.1"
@@ -1755,7 +1663,7 @@ optional = false
 python-versions = ">= 3.5"
 
 [package.extras]
-test = ["pytest", "pathlib2"]
+test = ["pathlib2", "pytest"]
 
 [[package]]
 name = "toml"
@@ -1858,7 +1766,7 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "watchdog"
-version = "2.1.6"
+version = "2.1.9"
 description = "Filesystem events monitoring"
 category = "dev"
 optional = false
@@ -1883,29 +1791,6 @@ category = "dev"
 optional = false
 python-versions = "*"
 
-[[package]]
-name = "websocket-client"
-version = "1.2.1"
-description = "WebSocket client for Python with low level API options"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.extras]
-optional = ["python-socks", "wsaccel"]
-test = ["websockets"]
-
-[[package]]
-name = "widgetsnbextension"
-version = "3.5.2"
-description = "IPython HTML widgets for Jupyter"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-notebook = ">=4.4.1"
-
 [[package]]
 name = "wrapt"
 version = "1.13.3"
@@ -1929,17 +1814,13 @@ testing = ["pytest (>=4.6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytes
 [metadata]
 lock-version = "1.1"
 python-versions = "^3.8"
-content-hash = "0e0ef9d7c2d32061a8c5c56b96f250dcad321740d3d8b9a5db1c9ded4b5f8411"
+content-hash = "1edbe1f2274bc7dd61ae9b5bfac66da8777a1e8172e239a66b1cc5f254ca019e"
 
 [metadata.files]
 alabaster = [
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     {file = "alabaster-0.7.12.tar.gz", hash = "sha256:a661d72d58e6ea8a57f7a86e37d86716863ee5e92788398526d58b26a4e4dc02"},
 ]
-anyio = [
-    {file = "anyio-3.3.4-py3-none-any.whl", hash = "sha256:4fd09a25ab7fa01d34512b7249e366cd10358cdafc95022c7ff8c8f8a5026d66"},
-    {file = "anyio-3.3.4.tar.gz", hash = "sha256:67da67b5b21f96b9d3d65daa6ea99f5d5282cb09f50eb4456f8fb51dffefc3ff"},
-]
 appnope = [
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     {file = "appnope-0.1.2.tar.gz", hash = "sha256:dd83cd4b5b460958838f6eb3000c660b1f9caf2a5b1de4264e941512f603258a"},
@@ -2054,8 +1935,8 @@ charset-normalizer = [
     {file = "charset_normalizer-2.0.7-py3-none-any.whl", hash = "sha256:f7af805c321bfa1ce6714c51f254e0d5bb5e5834039bc17db7ebe3a4cec9492b"},
 ]
 click = [
-    {file = "click-8.0.3-py3-none-any.whl", hash = "sha256:353f466495adaeb40b6b5f592f9f91cb22372351c84caeb068132442a4518ef3"},
-    {file = "click-8.0.3.tar.gz", hash = "sha256:410e932b050f5eed773c4cda94de75971c89cdb3155a72a0831139a79e5ecb5b"},
+    {file = "click-8.1.3-py3-none-any.whl", hash = "sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48"},
+    {file = "click-8.1.3.tar.gz", hash = "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e"},
 ]
 click-help-colors = [
     {file = "click-help-colors-0.9.1.tar.gz", hash = "sha256:78cbcf30cfa81c5fc2a52f49220121e1a8190cd19197d9245997605d3405824d"},
@@ -2134,8 +2015,8 @@ entrypoints = [
     {file = "entrypoints-0.3.tar.gz", hash = "sha256:c70dd71abe5a8c85e55e12c19bd91ccfeec11a6e99044204511f9ed547d48451"},
 ]
 furo = [
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-    {file = "furo-2021.10.9.tar.gz", hash = "sha256:2baa42a22ede3e6e95c6182ab364bac2ec15b79bc7f9ca7fb09fd9aec4b3540c"},
+    {file = "furo-2022.6.21-py3-none-any.whl", hash = "sha256:061b68e323345e27fcba024cf33a1e77f3dfd8d9987410be822749a706e2add6"},
+    {file = "furo-2022.6.21.tar.gz", hash = "sha256:9aa983b7488a4601d13113884bfb7254502c8729942e073a0acb87a5512af223"},
 ]
 gitdb = [
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@@ -2157,6 +2038,7 @@ greenlet = [
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     {file = "greenlet-1.1.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e6a36bb9474218c7a5b27ae476035497a6990e21d04c279884eb10d9b290f1b1"},
     {file = "greenlet-1.1.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:abb7a75ed8b968f3061327c433a0fbd17b729947b400747c334a9c29a9af6c58"},
+    {file = "greenlet-1.1.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:b336501a05e13b616ef81ce329c0e09ac5ed8c732d9ba7e3e983fcc1a9e86965"},
     {file = "greenlet-1.1.2-cp310-cp310-win_amd64.whl", hash = "sha256:14d4f3cd4e8b524ae9b8aa567858beed70c392fdec26dbdb0a8a418392e71708"},
     {file = "greenlet-1.1.2-cp35-cp35m-macosx_10_14_x86_64.whl", hash = "sha256:17ff94e7a83aa8671a25bf5b59326ec26da379ace2ebc4411d690d80a7fbcf23"},
     {file = "greenlet-1.1.2-cp35-cp35m-manylinux1_x86_64.whl", hash = "sha256:9f3cba480d3deb69f6ee2c1825060177a22c7826431458c697df88e6aeb3caee"},
@@ -2169,6 +2051,7 @@ greenlet = [
     {file = "greenlet-1.1.2-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f9d29ca8a77117315101425ec7ec2a47a22ccf59f5593378fc4077ac5b754fce"},
     {file = "greenlet-1.1.2-cp36-cp36m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:21915eb821a6b3d9d8eefdaf57d6c345b970ad722f856cd71739493ce003ad08"},
     {file = "greenlet-1.1.2-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:eff9d20417ff9dcb0d25e2defc2574d10b491bf2e693b4e491914738b7908168"},
+    {file = "greenlet-1.1.2-cp36-cp36m-musllinux_1_1_x86_64.whl", hash = "sha256:b8c008de9d0daba7b6666aa5bbfdc23dcd78cafc33997c9b7741ff6353bafb7f"},
     {file = "greenlet-1.1.2-cp36-cp36m-win32.whl", hash = "sha256:32ca72bbc673adbcfecb935bb3fb1b74e663d10a4b241aaa2f5a75fe1d1f90aa"},
     {file = "greenlet-1.1.2-cp36-cp36m-win_amd64.whl", hash = "sha256:f0214eb2a23b85528310dad848ad2ac58e735612929c8072f6093f3585fd342d"},
     {file = "greenlet-1.1.2-cp37-cp37m-macosx_10_14_x86_64.whl", hash = "sha256:b92e29e58bef6d9cfd340c72b04d74c4b4e9f70c9fa7c78b674d1fec18896dc4"},
@@ -2177,6 +2060,7 @@ greenlet = [
     {file = "greenlet-1.1.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1e12bdc622676ce47ae9abbf455c189e442afdde8818d9da983085df6312e7a1"},
     {file = "greenlet-1.1.2-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8c790abda465726cfb8bb08bd4ca9a5d0a7bd77c7ac1ca1b839ad823b948ea28"},
     {file = "greenlet-1.1.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f276df9830dba7a333544bd41070e8175762a7ac20350786b322b714b0e654f5"},
+    {file = "greenlet-1.1.2-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:8c5d5b35f789a030ebb95bff352f1d27a93d81069f2adb3182d99882e095cefe"},
     {file = "greenlet-1.1.2-cp37-cp37m-win32.whl", hash = "sha256:64e6175c2e53195278d7388c454e0b30997573f3f4bd63697f88d855f7a6a1fc"},
     {file = "greenlet-1.1.2-cp37-cp37m-win_amd64.whl", hash = "sha256:b11548073a2213d950c3f671aa88e6f83cda6e2fb97a8b6317b1b5b33d850e06"},
     {file = "greenlet-1.1.2-cp38-cp38-macosx_10_14_x86_64.whl", hash = "sha256:9633b3034d3d901f0a46b7939f8c4d64427dfba6bbc5a36b1a67364cf148a1b0"},
@@ -2185,6 +2069,7 @@ greenlet = [
     {file = "greenlet-1.1.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e859fcb4cbe93504ea18008d1df98dee4f7766db66c435e4882ab35cf70cac43"},
     {file = "greenlet-1.1.2-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:00e44c8afdbe5467e4f7b5851be223be68adb4272f44696ee71fe46b7036a711"},
     {file = "greenlet-1.1.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ec8c433b3ab0419100bd45b47c9c8551248a5aee30ca5e9d399a0b57ac04651b"},
+    {file = "greenlet-1.1.2-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:2bde6792f313f4e918caabc46532aa64aa27a0db05d75b20edfc5c6f46479de2"},
     {file = "greenlet-1.1.2-cp38-cp38-win32.whl", hash = "sha256:288c6a76705dc54fba69fbcb59904ae4ad768b4c768839b8ca5fdadec6dd8cfd"},
     {file = "greenlet-1.1.2-cp38-cp38-win_amd64.whl", hash = "sha256:8d2f1fb53a421b410751887eb4ff21386d119ef9cde3797bf5e7ed49fb51a3b3"},
     {file = "greenlet-1.1.2-cp39-cp39-macosx_10_14_x86_64.whl", hash = "sha256:166eac03e48784a6a6e0e5f041cfebb1ab400b394db188c48b3a84737f505b67"},
@@ -2193,6 +2078,7 @@ greenlet = [
     {file = "greenlet-1.1.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b1692f7d6bc45e3200844be0dba153612103db241691088626a33ff1f24a0d88"},
     {file = "greenlet-1.1.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:7227b47e73dedaa513cdebb98469705ef0d66eb5a1250144468e9c3097d6b59b"},
     {file = "greenlet-1.1.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7ff61ff178250f9bb3cd89752df0f1dd0e27316a8bd1465351652b1b4a4cdfd3"},
+    {file = "greenlet-1.1.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:0051c6f1f27cb756ffc0ffbac7d2cd48cb0362ac1736871399a739b2885134d3"},
     {file = "greenlet-1.1.2-cp39-cp39-win32.whl", hash = "sha256:f70a9e237bb792c7cc7e44c531fd48f5897961701cdaa06cf22fc14965c496cf"},
     {file = "greenlet-1.1.2-cp39-cp39-win_amd64.whl", hash = "sha256:013d61294b6cd8fe3242932c1c5e36e5d1db2c8afb58606c5a67efce62c1f5fd"},
     {file = "greenlet-1.1.2.tar.gz", hash = "sha256:e30f5ea4ae2346e62cedde8794a56858a67b878dd79f7df76a0767e356b1744a"},
@@ -2234,10 +2120,6 @@ ipython-genutils = [
     {file = "ipython_genutils-0.2.0-py2.py3-none-any.whl", hash = "sha256:72dd37233799e619666c9f639a9da83c34013a73e8bbc79a7a6348d93c61fab8"},
     {file = "ipython_genutils-0.2.0.tar.gz", hash = "sha256:eb2e116e75ecef9d4d228fdc66af54269afa26ab4463042e33785b887c628ba8"},
 ]
-ipywidgets = [
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-    {file = "ipywidgets-7.6.5.tar.gz", hash = "sha256:00974f7cb4d5f8d494c19810fedb9fa9b64bffd3cda7c2be23c133a1ad3c99c5"},
-]
 isort = [
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@@ -2259,8 +2141,8 @@ jsonschema = [
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 ]
 jupyter-cache = [
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+    {file = "jupyter-cache-0.5.0.tar.gz", hash = "sha256:87408030a4c8c14fe3f8fe62e6ceeb24c84e544c7ced20bfee45968053d07801"},
+    {file = "jupyter_cache-0.5.0-py3-none-any.whl", hash = "sha256:642e434b9b75c4b94dc8346eaf5a639c8926a0673b87e5e8ef6460d5cf2c9516"},
 ]
 jupyter-client = [
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@@ -2275,28 +2157,13 @@ jupyter-core = [
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 ]
 jupyter-nbextensions-configurator = [
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diff --git a/pyproject.toml b/pyproject.toml
index 7b4ac83..028e91d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -30,7 +30,7 @@ pytest = "^6.2.5"
 black = "^21.11b1"
 isort = "^5.10.1"
 python-semantic-release = "^7.22.0"
-mudkip = "^0.4.14"
+mudkip = "^0.8.0"
 pytest-insta = "^0.1.10"
 lectern = ">=0.18.1"