From 41c7bf0f42c470dcc0c6d6cce44055327ce1d238 Mon Sep 17 00:00:00 2001
From: pswain <peter.swain@ed.ac.uk>
Date: Thu, 1 Dec 2022 18:57:30 +0000
Subject: [PATCH] reverted pyproject.toml and poetry.lock to python 3.8

---
 poetry.lock    | 1788 ++++++++++++++++++++++++++----------------------
 pyproject.toml |   10 +-
 2 files changed, 978 insertions(+), 820 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index d742f30e..93299975 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,6 +1,6 @@
 [[package]]
 name = "absl-py"
-version = "1.3.0"
+version = "1.2.0"
 description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py."
 category = "main"
 optional = false
@@ -8,11 +8,11 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "aiosignal"
-version = "1.3.1"
+version = "1.2.0"
 description = "aiosignal: a list of registered asynchronous callbacks"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.6"
 
 [package.dependencies]
 frozenlist = ">=1.1.0"
@@ -50,24 +50,6 @@ tqdm = ">=4.62.3,<5.0.0"
 tune-sklearn = ">=0.4.1,<0.5.0"
 xgboost = "1.4.2"
 
-[[package]]
-name = "anyio"
-version = "3.6.2"
-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"
-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
-
-[package.extras]
-doc = ["packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["contextlib2", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (<0.15)", "uvloop (>=0.15)"]
-trio = ["trio (>=0.16,<0.22)"]
-
 [[package]]
 name = "appdirs"
 version = "1.4.4"
@@ -94,7 +76,6 @@ python-versions = ">=3.6"
 
 [package.dependencies]
 argon2-cffi-bindings = "*"
-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
 
 [package.extras]
 dev = ["cogapp", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "pre-commit", "pytest", "sphinx", "sphinx-notfound-page", "tomli"]
@@ -116,6 +97,20 @@ cffi = ">=1.0.1"
 dev = ["cogapp", "pre-commit", "pytest", "wheel"]
 tests = ["pytest"]
 
+[[package]]
+name = "asttokens"
+version = "2.0.8"
+description = "Annotate AST trees with source code positions"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+six = "*"
+
+[package.extras]
+test = ["astroid (<=2.5.3)", "pytest"]
+
 [[package]]
 name = "astunparse"
 version = "1.6.3"
@@ -152,7 +147,7 @@ tests_no_zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy
 
 [[package]]
 name = "Babel"
-version = "2.11.0"
+version = "2.10.3"
 description = "Internationalization utilities"
 category = "dev"
 optional = false
@@ -186,11 +181,11 @@ lxml = ["lxml"]
 
 [[package]]
 name = "black"
-version = "22.10.0"
+version = "22.8.0"
 description = "The uncompromising code formatter."
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.6.2"
 
 [package.dependencies]
 click = ">=8.0.0"
@@ -198,7 +193,6 @@ mypy-extensions = ">=0.4.3"
 pathspec = ">=0.9.0"
 platformdirs = ">=2"
 tomli = {version = ">=1.1.0", markers = "python_full_version < \"3.11.0a7\""}
-typed-ast = {version = ">=1.4.2", markers = "python_version < \"3.8\" and implementation_name == \"cpython\""}
 typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
@@ -293,7 +287,6 @@ python-versions = ">=3.6"
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 
 [[package]]
 name = "cloudpickle"
@@ -305,11 +298,29 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "colorama"
-version = "0.4.6"
+version = "0.4.5"
 description = "Cross-platform colored terminal text."
 category = "main"
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[[package]]
+name = "contourpy"
+version = "1.0.5"
+description = "Python library for calculating contours of 2D quadrilateral grids"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+numpy = ">=1.16"
+
+[package.extras]
+bokeh = ["bokeh", "selenium"]
+docs = ["docutils (<0.18)", "sphinx", "sphinx-rtd-theme"]
+test = ["Pillow", "flake8", "isort", "matplotlib", "pytest"]
+test-minimal = ["pytest"]
+test-no-codebase = ["Pillow", "matplotlib", "pytest"]
 
 [[package]]
 name = "cycler"
@@ -369,11 +380,11 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [[package]]
 name = "dill"
-version = "0.3.6"
+version = "0.3.5.1"
 description = "serialize all of python"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
 
 [package.extras]
 graph = ["objgraph (>=1.7.2)"]
@@ -402,6 +413,14 @@ category = "dev"
 optional = false
 python-versions = ">=3.6"
 
+[[package]]
+name = "executing"
+version = "1.0.0"
+description = "Get the currently executing AST node of a frame, and other information"
+category = "dev"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "faiss-gpu"
 version = "1.7.2"
@@ -442,7 +461,6 @@ optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-importlib-metadata = {version = "<4.3", markers = "python_version < \"3.8\""}
 mccabe = ">=0.6.0,<0.7.0"
 pycodestyle = ">=2.8.0,<2.9.0"
 pyflakes = ">=2.4.0,<2.5.0"
@@ -464,12 +482,11 @@ optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [package.dependencies]
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 six = ">=1.12,<2.0"
 
 [[package]]
 name = "fonttools"
-version = "4.38.0"
+version = "4.37.3"
 description = "Tools to manipulate font files"
 category = "main"
 optional = false
@@ -491,7 +508,7 @@ woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
 
 [[package]]
 name = "frozenlist"
-version = "1.3.3"
+version = "1.3.1"
 description = "A list-like structure which implements collections.abc.MutableSequence"
 category = "main"
 optional = false
@@ -499,7 +516,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "fsspec"
-version = "2022.11.0"
+version = "2022.8.2"
 description = "File-system specification"
 category = "main"
 optional = false
@@ -570,7 +587,7 @@ smmap = ">=3.0.1,<6"
 
 [[package]]
 name = "GitPython"
-version = "3.1.29"
+version = "3.1.27"
 description = "GitPython is a python library used to interact with Git repositories"
 category = "main"
 optional = false
@@ -578,11 +595,10 @@ python-versions = ">=3.7"
 
 [package.dependencies]
 gitdb = ">=4.0.1,<5"
-typing-extensions = {version = ">=3.7.4.3", markers = "python_version < \"3.8\""}
 
 [[package]]
 name = "google-auth"
-version = "2.14.1"
+version = "2.11.1"
 description = "Google Authentication Library"
 category = "main"
 optional = false
@@ -597,7 +613,7 @@ six = ">=1.9.0"
 [package.extras]
 aiohttp = ["aiohttp (>=3.6.2,<4.0.0dev)", "requests (>=2.20.0,<3.0.0dev)"]
 enterprise_cert = ["cryptography (==36.0.2)", "pyopenssl (==22.0.0)"]
-pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
+pyopenssl = ["pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
 
 [[package]]
@@ -654,7 +670,7 @@ six = "*"
 
 [[package]]
 name = "identify"
-version = "2.5.9"
+version = "2.5.5"
 description = "File identification library for Python"
 category = "dev"
 optional = false
@@ -717,23 +733,23 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
 name = "importlib-metadata"
-version = "4.2.0"
+version = "4.12.0"
 description = "Read metadata from Python packages"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
-typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""}
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["jaraco.packaging (>=8.2)", "rst.linker (>=1.9)", "sphinx"]
-testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pep517", "pyfakefs", "pytest (>=4.6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-flake8", "pytest-mypy"]
+docs = ["jaraco.packaging (>=9)", "rst.linker (>=1.9)", "sphinx"]
+perf = ["ipython"]
+testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)"]
 
 [[package]]
 name = "importlib-resources"
-version = "5.10.0"
+version = "5.9.0"
 description = "Read resources from Python packages"
 category = "main"
 optional = false
@@ -743,8 +759,8 @@ python-versions = ">=3.7"
 zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)"]
-testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+docs = ["jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx"]
+testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
 
 [[package]]
 name = "iniconfig"
@@ -756,7 +772,7 @@ python-versions = "*"
 
 [[package]]
 name = "ipykernel"
-version = "6.16.2"
+version = "6.15.3"
 description = "IPython Kernel for Jupyter"
 category = "dev"
 optional = false
@@ -776,16 +792,15 @@ tornado = ">=6.1"
 traitlets = ">=5.1.0"
 
 [package.extras]
-docs = ["myst-parser", "pydata-sphinx-theme", "sphinx", "sphinxcontrib-github-alt"]
-test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-cov", "pytest-timeout"]
+test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=6.0)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "ipython"
-version = "7.34.0"
+version = "8.5.0"
 description = "IPython: Productive Interactive Computing"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
 appnope = {version = "*", markers = "sys_platform == \"darwin\""}
@@ -796,13 +811,14 @@ jedi = ">=0.16"
 matplotlib-inline = "*"
 pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
 pickleshare = "*"
-prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
-pygments = "*"
-setuptools = ">=18.5"
-traitlets = ">=4.2"
+prompt-toolkit = ">3.0.1,<3.1.0"
+pygments = ">=2.4.0"
+stack-data = "*"
+traitlets = ">=5"
 
 [package.extras]
-all = ["Sphinx (>=1.3)", "ipykernel", "ipyparallel", "ipywidgets", "nbconvert", "nbformat", "nose (>=0.10.1)", "notebook", "numpy (>=1.17)", "pygments", "qtconsole", "requests", "testpath"]
+all = ["Sphinx (>=1.3)", "black", "curio", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.19)", "pandas", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "testpath", "trio"]
+black = ["black"]
 doc = ["Sphinx (>=1.3)"]
 kernel = ["ipykernel"]
 nbconvert = ["nbconvert"]
@@ -810,7 +826,8 @@ nbformat = ["nbformat"]
 notebook = ["ipywidgets", "notebook"]
 parallel = ["ipyparallel"]
 qtconsole = ["qtconsole"]
-test = ["ipykernel", "nbformat", "nose (>=0.10.1)", "numpy (>=1.17)", "pygments", "requests", "testpath"]
+test = ["pytest (<7.1)", "pytest-asyncio", "testpath"]
+test_extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.19)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"]
 
 [[package]]
 name = "ipython_genutils"
@@ -854,7 +871,7 @@ requirements_deprecated_finder = ["pip-api", "pipreqs"]
 
 [[package]]
 name = "jedi"
-version = "0.18.2"
+version = "0.18.1"
 description = "An autocompletion tool for Python that can be used for text editors."
 category = "dev"
 optional = false
@@ -864,9 +881,8 @@ python-versions = ">=3.6"
 parso = ">=0.8.0,<0.9.0"
 
 [package.extras]
-docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx (==1.8.5)", "sphinx-rtd-theme (==0.4.3)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"]
 qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
-testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
+testing = ["Django (<3.1)", "colorama", "docopt", "pytest (<7.0.0)"]
 
 [[package]]
 name = "Jinja2"
@@ -892,7 +908,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "jsonschema"
-version = "4.17.0"
+version = "4.16.0"
 description = "An implementation of JSON Schema validation for Python"
 category = "main"
 optional = false
@@ -900,11 +916,9 @@ python-versions = ">=3.7"
 
 [package.dependencies]
 attrs = ">=17.4.0"
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
 pkgutil-resolve-name = {version = ">=1.3.10", markers = "python_version < \"3.9\""}
 pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
 
 [package.extras]
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
@@ -928,7 +942,7 @@ qtconsole = "*"
 
 [[package]]
 name = "jupyter-client"
-version = "7.4.7"
+version = "7.3.5"
 description = "Jupyter protocol implementation and client libraries"
 category = "dev"
 optional = false
@@ -945,7 +959,7 @@ traitlets = "*"
 
 [package.extras]
 doc = ["ipykernel", "myst-parser", "sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
-test = ["codecov", "coverage", "ipykernel (>=6.12)", "ipython", "mypy", "pre-commit", "pytest", "pytest-asyncio (>=0.18)", "pytest-cov", "pytest-timeout"]
+test = ["codecov", "coverage", "ipykernel (>=6.5)", "ipython", "mypy", "pre-commit", "pytest", "pytest-asyncio (>=0.18)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "jupyter-console"
@@ -967,7 +981,7 @@ test = ["pexpect"]
 
 [[package]]
 name = "jupyter-core"
-version = "4.11.2"
+version = "4.11.1"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 category = "dev"
 optional = false
@@ -980,35 +994,6 @@ traitlets = "*"
 [package.extras]
 test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 
-[[package]]
-name = "jupyter-server"
-version = "1.23.3"
-description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-anyio = ">=3.1.0,<4"
-argon2-cffi = "*"
-jinja2 = "*"
-jupyter-client = ">=6.1.12"
-jupyter-core = ">=4.7.0"
-nbconvert = ">=6.4.4"
-nbformat = ">=5.2.0"
-packaging = "*"
-prometheus-client = "*"
-pywinpty = {version = "*", markers = "os_name == \"nt\""}
-pyzmq = ">=17"
-Send2Trash = "*"
-terminado = ">=0.8.3"
-tornado = ">=6.1.0"
-traitlets = ">=5.1"
-websocket-client = "*"
-
-[package.extras]
-test = ["coverage", "ipykernel", "pre-commit", "pytest (>=7.0)", "pytest-console-scripts", "pytest-cov", "pytest-mock", "pytest-timeout", "pytest-tornasync", "requests"]
-
 [[package]]
 name = "jupyterlab-pygments"
 version = "0.2.2"
@@ -1080,9 +1065,6 @@ category = "main"
 optional = false
 python-versions = ">=3.7"
 
-[package.dependencies]
-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
-
 [[package]]
 name = "leidenalg"
 version = "0.8.10"
@@ -1110,20 +1092,55 @@ category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
+[[package]]
+name = "lxml"
+version = "4.9.1"
+description = "Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API."
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, != 3.4.*"
+
+[package.extras]
+cssselect = ["cssselect (>=0.7)"]
+html5 = ["html5lib"]
+htmlsoup = ["BeautifulSoup4"]
+source = ["Cython (>=0.29.7)"]
+
 [[package]]
 name = "Markdown"
-version = "3.3.4"
+version = "3.4.1"
 description = "Python implementation of Markdown."
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
 
 [package.extras]
 testing = ["coverage", "pyyaml"]
 
+[[package]]
+name = "markdown-it-py"
+version = "2.1.0"
+description = "Python port of markdown-it. Markdown parsing, done right!"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+mdurl = ">=0.1,<1.0"
+
+[package.extras]
+benchmarking = ["psutil", "pytest", "pytest-benchmark (>=3.2,<4.0)"]
+code_style = ["pre-commit (==2.6)"]
+compare = ["commonmark (>=0.9.1,<0.10.0)", "markdown (>=3.3.6,<3.4.0)", "mistletoe (>=0.8.1,<0.9.0)", "mistune (>=2.0.2,<2.1.0)", "panflute (>=2.1.3,<2.2.0)"]
+linkify = ["linkify-it-py (>=1.0,<2.0)"]
+plugins = ["mdit-py-plugins"]
+profiling = ["gprof2dot"]
+rtd = ["attrs", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"]
+testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
+
 [[package]]
 name = "MarkupSafe"
 version = "2.1.1"
@@ -1134,22 +1151,23 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "matplotlib"
-version = "3.5.3"
+version = "3.6.0"
 description = "Python plotting package"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
+contourpy = ">=1.0.1"
 cycler = ">=0.10"
 fonttools = ">=4.22.0"
 kiwisolver = ">=1.0.1"
-numpy = ">=1.17"
+numpy = ">=1.19"
 packaging = ">=20.0"
 pillow = ">=6.2.0"
 pyparsing = ">=2.2.1"
 python-dateutil = ">=2.7"
-setuptools_scm = ">=4,<7"
+setuptools_scm = ">=7"
 
 [[package]]
 name = "matplotlib-inline"
@@ -1170,6 +1188,30 @@ category = "dev"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "mdit-py-plugins"
+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 = ">=1.0.0,<3.0.0"
+
+[package.extras]
+code_style = ["pre-commit (==2.6)"]
+rtd = ["myst-parser (>=0.14.0,<0.15.0)", "sphinx-book-theme (>=0.1.0,<0.2.0)"]
+testing = ["coverage", "pytest (>=3.6,<4)", "pytest-cov", "pytest-regressions"]
+
+[[package]]
+name = "mdurl"
+version = "0.1.2"
+description = "Markdown URL utilities"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
 [[package]]
 name = "mistune"
 version = "2.0.4"
@@ -1196,14 +1238,14 @@ python-versions = "*"
 
 [[package]]
 name = "multiprocess"
-version = "0.70.14"
+version = "0.70.13"
 description = "better multiprocessing and multithreading in python"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
 
 [package.dependencies]
-dill = ">=0.3.6"
+dill = ">=0.3.5.1"
 
 [[package]]
 name = "mypy"
@@ -1216,7 +1258,6 @@ python-versions = ">=3.6"
 [package.dependencies]
 mypy-extensions = ">=0.4.3"
 tomli = ">=1.1.0"
-typed-ast = {version = ">=1.4.0,<2", markers = "python_version < \"3.8\""}
 typing-extensions = ">=3.10"
 
 [package.extras]
@@ -1232,40 +1273,31 @@ optional = false
 python-versions = "*"
 
 [[package]]
-name = "nbclassic"
-version = "0.4.8"
-description = "A web-based notebook environment for interactive computing"
+name = "myst-parser"
+version = "0.18.0"
+description = "An extended commonmark compliant parser, with bridges to docutils & sphinx."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 
 [package.dependencies]
-argon2-cffi = "*"
-ipykernel = "*"
-ipython-genutils = "*"
+docutils = ">=0.15,<0.19"
 jinja2 = "*"
-jupyter-client = ">=6.1.1"
-jupyter-core = ">=4.6.1"
-jupyter-server = ">=1.8"
-nbconvert = ">=5"
-nbformat = "*"
-nest-asyncio = ">=1.5"
-notebook-shim = ">=0.1.0"
-prometheus-client = "*"
-pyzmq = ">=17"
-Send2Trash = ">=1.8.0"
-terminado = ">=0.8.3"
-tornado = ">=6.1"
-traitlets = ">=4.2.1"
+markdown-it-py = ">=1.0.0,<3.0.0"
+mdit-py-plugins = ">=0.3.0,<0.4.0"
+pyyaml = "*"
+sphinx = ">=4,<6"
+typing-extensions = "*"
 
 [package.extras]
-docs = ["myst-parser", "nbsphinx", "sphinx", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
-json-logging = ["json-logging"]
-test = ["coverage", "nbval", "pytest", "pytest-cov", "pytest-playwright", "pytest-tornasync", "requests", "requests-unixsocket", "testpath"]
+code_style = ["pre-commit (>=2.12,<3.0)"]
+linkify = ["linkify-it-py (>=1.0,<2.0)"]
+rtd = ["ipython", "sphinx-book-theme", "sphinx-design", "sphinxcontrib.mermaid (>=0.7.1,<0.8.0)", "sphinxext-opengraph (>=0.6.3,<0.7.0)", "sphinxext-rediraffe (>=0.2.7,<0.3.0)"]
+testing = ["beautifulsoup4", "coverage[toml]", "pytest (>=6,<7)", "pytest-cov", "pytest-param-files (>=0.3.4,<0.4.0)", "pytest-regressions", "sphinx-pytest"]
 
 [[package]]
 name = "nbclient"
-version = "0.7.0"
+version = "0.6.8"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
 category = "dev"
 optional = false
@@ -1283,7 +1315,7 @@ test = ["black", "check-manifest", "flake8", "ipykernel", "ipython", "ipywidgets
 
 [[package]]
 name = "nbconvert"
-version = "7.2.5"
+version = "7.0.0"
 description = "Converting Jupyter Notebooks"
 category = "dev"
 optional = false
@@ -1297,6 +1329,7 @@ importlib-metadata = {version = ">=3.6", markers = "python_version < \"3.10\""}
 jinja2 = ">=3.0"
 jupyter-core = ">=4.7"
 jupyterlab-pygments = "*"
+lxml = "*"
 markupsafe = ">=2.0"
 mistune = ">=2.0.3,<3"
 nbclient = ">=0.5.0"
@@ -1308,8 +1341,8 @@ tinycss2 = "*"
 traitlets = ">=5.0"
 
 [package.extras]
-all = ["ipykernel", "ipython", "ipywidgets (>=7)", "myst-parser", "nbsphinx (>=0.2.12)", "pre-commit", "pyppeteer (>=1,<1.1)", "pyqtwebengine (>=5.15)", "pytest", "pytest-cov", "pytest-dependency", "sphinx (==5.0.2)", "sphinx-rtd-theme", "tornado (>=6.1)"]
-docs = ["ipython", "myst-parser", "nbsphinx (>=0.2.12)", "sphinx (==5.0.2)", "sphinx-rtd-theme"]
+all = ["ipykernel", "ipython", "ipywidgets (>=7)", "nbsphinx (>=0.2.12)", "pre-commit", "pyppeteer (>=1,<1.1)", "pyqtwebengine (>=5.15)", "pytest", "pytest-cov", "pytest-dependency", "sphinx (==5.0.2)", "sphinx-rtd-theme", "tornado (>=6.1)"]
+docs = ["ipython", "nbsphinx (>=0.2.12)", "sphinx (==5.0.2)", "sphinx-rtd-theme"]
 qtpdf = ["pyqtwebengine (>=5.15)"]
 qtpng = ["pyqtwebengine (>=5.15)"]
 serve = ["tornado (>=6.1)"]
@@ -1318,7 +1351,7 @@ webpdf = ["pyppeteer (>=1,<1.1)"]
 
 [[package]]
 name = "nbformat"
-version = "5.7.0"
+version = "5.6.0"
 description = "The Jupyter Notebook format"
 category = "dev"
 optional = false
@@ -1326,7 +1359,6 @@ python-versions = ">=3.7"
 
 [package.dependencies]
 fastjsonschema = "*"
-importlib-metadata = {version = ">=3.6", markers = "python_version < \"3.8\""}
 jsonschema = ">=2.6"
 jupyter-core = "*"
 traitlets = ">=5.1"
@@ -1336,7 +1368,7 @@ test = ["check-manifest", "pep440", "pre-commit", "pytest", "testpath"]
 
 [[package]]
 name = "nest-asyncio"
-version = "1.5.6"
+version = "1.5.5"
 description = "Patch asyncio to allow nested event loops"
 category = "dev"
 optional = false
@@ -1344,18 +1376,18 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "networkx"
-version = "2.6.3"
+version = "2.8.6"
 description = "Python package for creating and manipulating graphs and networks"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.extras]
-default = ["matplotlib (>=3.3)", "numpy (>=1.19)", "pandas (>=1.1)", "scipy (>=1.5,!=1.6.1)"]
-developer = ["black (==21.5b1)", "pre-commit (>=2.12)"]
-doc = ["nb2plots (>=0.6)", "numpydoc (>=1.1)", "pillow (>=8.2)", "pydata-sphinx-theme (>=0.6,<1.0)", "sphinx (>=4.0,<5.0)", "sphinx-gallery (>=0.9,<1.0)", "texext (>=0.6.6)"]
-extra = ["lxml (>=4.5)", "pydot (>=1.4.1)", "pygraphviz (>=1.7)"]
-test = ["codecov (>=2.1)", "pytest (>=6.2)", "pytest-cov (>=2.12)"]
+default = ["matplotlib (>=3.4)", "numpy (>=1.19)", "pandas (>=1.3)", "scipy (>=1.8)"]
+developer = ["mypy (>=0.961)", "pre-commit (>=2.20)"]
+doc = ["nb2plots (>=0.6)", "numpydoc (>=1.4)", "pillow (>=9.1)", "pydata-sphinx-theme (>=0.9)", "sphinx (>=5)", "sphinx-gallery (>=0.10)", "texext (>=0.6.6)"]
+extra = ["lxml (>=4.6)", "pydot (>=1.4.2)", "pygraphviz (>=1.9)", "sympy (>=1.10)"]
+test = ["codecov (>=2.1)", "pytest (>=7.1)", "pytest-cov (>=3.0)"]
 
 [[package]]
 name = "nodeenv"
@@ -1370,7 +1402,7 @@ setuptools = "*"
 
 [[package]]
 name = "notebook"
-version = "6.5.2"
+version = "6.4.12"
 description = "A web-based notebook environment for interactive computing"
 category = "dev"
 optional = false
@@ -1383,7 +1415,6 @@ ipython-genutils = "*"
 jinja2 = "*"
 jupyter-client = ">=5.3.4"
 jupyter-core = ">=4.6.1"
-nbclassic = ">=0.4.7"
 nbconvert = ">=5"
 nbformat = "*"
 nest-asyncio = ">=1.5"
@@ -1397,21 +1428,7 @@ traitlets = ">=4.2.1"
 [package.extras]
 docs = ["myst-parser", "nbsphinx", "sphinx", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
 json-logging = ["json-logging"]
-test = ["coverage", "nbval", "pytest", "pytest-cov", "requests", "requests-unixsocket", "selenium (==4.1.5)", "testpath"]
-
-[[package]]
-name = "notebook-shim"
-version = "0.2.2"
-description = "A shim layer for notebook traits and config"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-jupyter-server = ">=1.8,<3"
-
-[package.extras]
-test = ["pytest", "pytest-console-scripts", "pytest-tornasync"]
+test = ["coverage", "nbval", "pytest", "pytest-cov", "requests", "requests-unixsocket", "selenium", "testpath"]
 
 [[package]]
 name = "numpy"
@@ -1423,7 +1440,7 @@ python-versions = ">=3.7,<3.11"
 
 [[package]]
 name = "numpydoc"
-version = "1.5.0"
+version = "1.4.0"
 description = "Sphinx extension to support docstrings in Numpy format"
 category = "dev"
 optional = false
@@ -1431,14 +1448,14 @@ python-versions = ">=3.7"
 
 [package.dependencies]
 Jinja2 = ">=2.10"
-sphinx = ">=4.2"
+sphinx = ">=3.0"
 
 [package.extras]
 testing = ["matplotlib", "pytest", "pytest-cov"]
 
 [[package]]
 name = "oauthlib"
-version = "3.2.2"
+version = "3.2.1"
 description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
 category = "main"
 optional = false
@@ -1451,7 +1468,7 @@ signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
 
 [[package]]
 name = "omero-py"
-version = "5.13.0"
+version = "5.12.0"
 description = "Python bindings to the OMERO.blitz server"
 category = "main"
 optional = true
@@ -1584,7 +1601,7 @@ ppft = ">=1.7.6.5"
 
 [[package]]
 name = "pathspec"
-version = "0.10.2"
+version = "0.10.1"
 description = "Utility library for gitignore style pattern matching of file paths."
 category = "dev"
 optional = false
@@ -1611,7 +1628,7 @@ python-versions = "*"
 
 [[package]]
 name = "Pillow"
-version = "9.3.0"
+version = "9.2.0"
 description = "Python Imaging Library (Fork)"
 category = "main"
 optional = false
@@ -1631,15 +1648,15 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "platformdirs"
-version = "2.5.4"
-description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+version = "2.5.2"
+description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 category = "main"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-docs = ["furo (>=2022.9.29)", "proselint (>=0.13)", "sphinx (>=5.3)", "sphinx-autodoc-typehints (>=1.19.4)"]
-test = ["appdirs (==1.4.4)", "pytest (>=7.2)", "pytest-cov (>=4)", "pytest-mock (>=3.10)"]
+docs = ["furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx (>=4)", "sphinx-autodoc-typehints (>=1.12)"]
+test = ["appdirs (==1.4.4)", "pytest (>=6)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)"]
 
 [[package]]
 name = "pluggy"
@@ -1649,31 +1666,31 @@ category = "dev"
 optional = false
 python-versions = ">=3.6"
 
-[package.dependencies]
-importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
-
 [package.extras]
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "pox"
-version = "0.3.2"
+version = "0.3.1"
 description = "utilities for filesystem exploration and automated builds"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
 
 [[package]]
 name = "ppft"
-version = "1.7.6.6"
+version = "1.7.6.5"
 description = "distributed and parallel python"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
+
+[package.dependencies]
+six = ">=1.7.3"
 
 [package.extras]
-dill = ["dill (>=0.3.6)"]
+dill = ["dill (>=0.3.5)"]
 
 [[package]]
 name = "pre-commit"
@@ -1686,7 +1703,6 @@ python-versions = ">=3.7"
 [package.dependencies]
 cfgv = ">=2.0.0"
 identify = ">=1.0.0"
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 nodeenv = ">=0.11.1"
 pyyaml = ">=5.1"
 toml = "*"
@@ -1694,7 +1710,7 @@ virtualenv = ">=20.0.8"
 
 [[package]]
 name = "prometheus-client"
-version = "0.15.0"
+version = "0.14.1"
 description = "Python client for the Prometheus monitoring system."
 category = "dev"
 optional = false
@@ -1705,7 +1721,7 @@ twisted = ["twisted"]
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.33"
+version = "3.0.31"
 description = "Library for building powerful interactive command lines in Python"
 category = "dev"
 optional = false
@@ -1724,7 +1740,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "psutil"
-version = "5.9.4"
+version = "5.9.2"
 description = "Cross-platform lib for process and system monitoring in Python."
 category = "dev"
 optional = false
@@ -1741,6 +1757,17 @@ category = "dev"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "pure-eval"
+version = "0.2.2"
+description = "Safely evaluate AST nodes without side effects"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.extras]
+tests = ["pytest"]
+
 [[package]]
 name = "py"
 version = "1.11.0"
@@ -1835,7 +1862,7 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pyright"
-version = "1.1.280"
+version = "1.1.272"
 description = "Command line wrapper for pyright"
 category = "dev"
 optional = false
@@ -1843,7 +1870,6 @@ python-versions = ">=3.7"
 
 [package.dependencies]
 nodeenv = ">=1.6.0"
-typing-extensions = {version = ">=3.7", markers = "python_version < \"3.8\""}
 
 [package.extras]
 all = ["twine (>=3.4.1)"]
@@ -1851,7 +1877,7 @@ dev = ["twine (>=3.4.1)"]
 
 [[package]]
 name = "pyrsistent"
-version = "0.19.2"
+version = "0.18.1"
 description = "Persistent/Functional/Immutable data structures"
 category = "main"
 optional = false
@@ -1869,7 +1895,6 @@ python-versions = ">=3.6"
 atomicwrites = {version = ">=1.0", markers = "sys_platform == \"win32\""}
 attrs = ">=19.2.0"
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
-importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
 iniconfig = "*"
 packaging = "*"
 pluggy = ">=0.12,<2.0"
@@ -1892,7 +1917,7 @@ six = ">=1.5"
 
 [[package]]
 name = "pytz"
-version = "2022.6"
+version = "2022.2.1"
 description = "World timezone definitions, modern and historical"
 category = "main"
 optional = false
@@ -1900,18 +1925,18 @@ python-versions = "*"
 
 [[package]]
 name = "PyWavelets"
-version = "1.3.0"
+version = "1.4.1"
 description = "PyWavelets, wavelet transform module"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
 numpy = ">=1.17.3"
 
 [[package]]
 name = "pywin32"
-version = "305"
+version = "304"
 description = "Python for Window Extensions"
 category = "main"
 optional = false
@@ -1919,7 +1944,7 @@ python-versions = "*"
 
 [[package]]
 name = "pywinpty"
-version = "2.0.9"
+version = "2.0.8"
 description = "Pseudo terminal support for Windows from Python."
 category = "dev"
 optional = false
@@ -1947,7 +1972,7 @@ py = {version = "*", markers = "implementation_name == \"pypy\""}
 
 [[package]]
 name = "qtconsole"
-version = "5.4.0"
+version = "5.3.2"
 description = "Jupyter Qt console"
 category = "dev"
 optional = false
@@ -1969,7 +1994,7 @@ test = ["flaky", "pytest", "pytest-qt"]
 
 [[package]]
 name = "QtPy"
-version = "2.3.0"
+version = "2.2.0"
 description = "Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6)."
 category = "dev"
 optional = false
@@ -2102,34 +2127,34 @@ test = ["asv", "codecov", "flake8", "matplotlib (>=3.0.3)", "pooch (>=1.3.0)", "
 
 [[package]]
 name = "scikit-learn"
-version = "1.0.2"
+version = "1.1.2"
 description = "A set of python modules for machine learning and data mining"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
-joblib = ">=0.11"
-numpy = ">=1.14.6"
-scipy = ">=1.1.0"
+joblib = ">=1.0.0"
+numpy = ">=1.17.3"
+scipy = ">=1.3.2"
 threadpoolctl = ">=2.0.0"
 
 [package.extras]
-benchmark = ["matplotlib (>=2.2.3)", "memory-profiler (>=0.57.0)", "pandas (>=0.25.0)"]
-docs = ["Pillow (>=7.1.2)", "matplotlib (>=2.2.3)", "memory-profiler (>=0.57.0)", "numpydoc (>=1.0.0)", "pandas (>=0.25.0)", "scikit-image (>=0.14.5)", "seaborn (>=0.9.0)", "sphinx (>=4.0.1)", "sphinx-gallery (>=0.7.0)", "sphinx-prompt (>=1.3.0)", "sphinxext-opengraph (>=0.4.2)"]
-examples = ["matplotlib (>=2.2.3)", "pandas (>=0.25.0)", "scikit-image (>=0.14.5)", "seaborn (>=0.9.0)"]
-tests = ["black (>=21.6b0)", "flake8 (>=3.8.2)", "matplotlib (>=2.2.3)", "mypy (>=0.770)", "pandas (>=0.25.0)", "pyamg (>=4.0.0)", "pytest (>=5.0.1)", "pytest-cov (>=2.9.0)", "scikit-image (>=0.14.5)"]
+benchmark = ["matplotlib (>=3.1.2)", "memory-profiler (>=0.57.0)", "pandas (>=1.0.5)"]
+docs = ["Pillow (>=7.1.2)", "matplotlib (>=3.1.2)", "memory-profiler (>=0.57.0)", "numpydoc (>=1.2.0)", "pandas (>=1.0.5)", "scikit-image (>=0.16.2)", "seaborn (>=0.9.0)", "sphinx (>=4.0.1)", "sphinx-gallery (>=0.7.0)", "sphinx-prompt (>=1.3.0)", "sphinxext-opengraph (>=0.4.2)"]
+examples = ["matplotlib (>=3.1.2)", "pandas (>=1.0.5)", "scikit-image (>=0.16.2)", "seaborn (>=0.9.0)"]
+tests = ["black (>=22.3.0)", "flake8 (>=3.8.2)", "matplotlib (>=3.1.2)", "mypy (>=0.961)", "numpydoc (>=1.2.0)", "pandas (>=1.0.5)", "pyamg (>=4.0.0)", "pytest (>=5.0.1)", "pytest-cov (>=2.9.0)", "scikit-image (>=0.16.2)"]
 
 [[package]]
 name = "scipy"
-version = "1.7.3"
+version = "1.9.1"
 description = "SciPy: Scientific Library for Python"
 category = "main"
 optional = false
-python-versions = ">=3.7,<3.11"
+python-versions = ">=3.8,<3.12"
 
 [package.dependencies]
-numpy = ">=1.16.5,<1.23.0"
+numpy = ">=1.18.5,<1.25.0"
 
 [[package]]
 name = "seaborn"
@@ -2160,29 +2185,30 @@ win32 = ["pywin32"]
 
 [[package]]
 name = "setuptools"
-version = "65.6.0"
+version = "65.3.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 
 [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-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8 (<5)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8 (<5)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mock", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf", "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 = "setuptools-scm"
-version = "6.4.2"
+version = "7.0.5"
 description = "the blessed package to manage your versions by scm tags"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 packaging = ">=20.0"
 setuptools = "*"
 tomli = ">=1.0.0"
+typing-extensions = "*"
 
 [package.extras]
 test = ["pytest (>=6.2)", "virtualenv (>20)"]
@@ -2204,14 +2230,6 @@ category = "main"
 optional = false
 python-versions = ">=3.6"
 
-[[package]]
-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"
-
 [[package]]
 name = "snowballstemmer"
 version = "2.2.0"
@@ -2230,7 +2248,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "Sphinx"
-version = "4.3.2"
+version = "5.2.0"
 description = "Python documentation generator"
 category = "dev"
 optional = false
@@ -2238,16 +2256,16 @@ python-versions = ">=3.6"
 
 [package.dependencies]
 alabaster = ">=0.7,<0.8"
-babel = ">=1.3"
-colorama = {version = ">=0.3.5", markers = "sys_platform == \"win32\""}
-docutils = ">=0.14,<0.18"
-imagesize = "*"
-Jinja2 = ">=2.3"
-packaging = "*"
-Pygments = ">=2.0"
+babel = ">=2.9"
+colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
+docutils = ">=0.14,<0.20"
+imagesize = ">=1.3"
+importlib-metadata = {version = ">=4.8", markers = "python_version < \"3.10\""}
+Jinja2 = ">=3.0"
+packaging = ">=21.0"
+Pygments = ">=2.12"
 requests = ">=2.5.0"
-setuptools = "*"
-snowballstemmer = ">=1.1"
+snowballstemmer = ">=2.0"
 sphinxcontrib-applehelp = "*"
 sphinxcontrib-devhelp = "*"
 sphinxcontrib-htmlhelp = ">=2.0.0"
@@ -2257,8 +2275,38 @@ sphinxcontrib-serializinghtml = ">=1.1.5"
 
 [package.extras]
 docs = ["sphinxcontrib-websupport"]
-lint = ["docutils-stubs", "flake8 (>=3.5.0)", "isort", "mypy (>=0.920)", "types-pkg-resources", "types-requests", "types-typed-ast"]
-test = ["cython", "html5lib", "pytest", "pytest-cov", "typed-ast"]
+lint = ["docutils-stubs", "flake8 (>=3.5.0)", "flake8-bugbear", "flake8-comprehensions", "flake8-simplify", "isort", "mypy (>=0.971)", "sphinx-lint", "types-requests", "types-typed-ast"]
+test = ["cython", "html5lib", "pytest (>=4.6)", "typed_ast"]
+
+[[package]]
+name = "sphinx-autodoc-typehints"
+version = "1.19.2"
+description = "Type hints (PEP 484) support for the Sphinx autodoc extension"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+Sphinx = ">=5.1.1"
+
+[package.extras]
+testing = ["covdefaults (>=2.2)", "coverage (>=6.4.2)", "diff-cover (>=6.5.1)", "nptyping (>=2.2)", "pytest (>=7.1.2)", "pytest-cov (>=3)", "sphobjinv (>=2.2.2)", "typing-extensions (>=4.3)"]
+type_comments = ["typed-ast (>=1.5.4)"]
+
+[[package]]
+name = "sphinx-rtd-theme"
+version = "1.0.0"
+description = "Read the Docs theme for Sphinx"
+category = "dev"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
+
+[package.dependencies]
+docutils = "<0.18"
+sphinx = ">=1.6"
+
+[package.extras]
+dev = ["bump2version", "sphinxcontrib-httpdomain", "transifex-client"]
 
 [[package]]
 name = "sphinxcontrib-applehelp"
@@ -2331,13 +2379,29 @@ python-versions = ">=3.5"
 lint = ["docutils-stubs", "flake8", "mypy"]
 test = ["pytest"]
 
+[[package]]
+name = "stack-data"
+version = "0.5.0"
+description = "Extract data from python stack frames and tracebacks for informative displays"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+asttokens = "*"
+executing = "*"
+pure-eval = "*"
+
+[package.extras]
+tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
+
 [[package]]
 name = "tabulate"
-version = "0.9.0"
+version = "0.8.10"
 description = "Pretty-print tabular data"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [package.extras]
 widechars = ["wcwidth"]
@@ -2435,22 +2499,22 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "tensorflow-io-gcs-filesystem"
-version = "0.28.0"
+version = "0.27.0"
 description = "TensorFlow IO"
 category = "main"
 optional = false
 python-versions = ">=3.7, <3.11"
 
 [package.extras]
-tensorflow = ["tensorflow (>=2.11.0,<2.12.0)"]
-tensorflow-aarch64 = ["tensorflow-aarch64 (>=2.11.0,<2.12.0)"]
-tensorflow-cpu = ["tensorflow-cpu (>=2.11.0,<2.12.0)"]
-tensorflow-gpu = ["tensorflow-gpu (>=2.11.0,<2.12.0)"]
-tensorflow-rocm = ["tensorflow-rocm (>=2.11.0,<2.12.0)"]
+tensorflow = ["tensorflow (>=2.10.0,<2.11.0)"]
+tensorflow-aarch64 = ["tensorflow-aarch64 (>=2.10.0,<2.11.0)"]
+tensorflow-cpu = ["tensorflow-cpu (>=2.10.0,<2.11.0)"]
+tensorflow-gpu = ["tensorflow-gpu (>=2.10.0,<2.11.0)"]
+tensorflow-rocm = ["tensorflow-rocm (>=2.10.0,<2.11.0)"]
 
 [[package]]
 name = "termcolor"
-version = "2.1.1"
+version = "2.0.1"
 description = "ANSI color formatting for output in terminal"
 category = "main"
 optional = false
@@ -2461,7 +2525,7 @@ tests = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "terminado"
-version = "0.17.0"
+version = "0.15.0"
 description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library."
 category = "dev"
 optional = false
@@ -2473,8 +2537,7 @@ pywinpty = {version = ">=1.1.0", markers = "os_name == \"nt\""}
 tornado = ">=6.1.0"
 
 [package.extras]
-docs = ["pydata-sphinx-theme", "sphinx"]
-test = ["pre-commit", "pytest (>=7.0)", "pytest-timeout"]
+test = ["pre-commit", "pytest (>=6.0)", "pytest-timeout"]
 
 [[package]]
 name = "terminaltables"
@@ -2486,8 +2549,8 @@ python-versions = ">=2.6"
 
 [[package]]
 name = "texttable"
-version = "1.6.6"
-description = "module to create simple ASCII tables"
+version = "1.6.4"
+description = "module for creating simple ASCII tables"
 category = "main"
 optional = false
 python-versions = "*"
@@ -2502,32 +2565,32 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "tifffile"
-version = "2021.11.2"
+version = "2022.8.12"
 description = "Read and write TIFF files"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
-numpy = ">=1.15.1"
+numpy = ">=1.19.2"
 
 [package.extras]
-all = ["imagecodecs (>=2021.7.30)", "lxml", "matplotlib (>=3.2)"]
+all = ["imagecodecs (>=2022.2.22)", "lxml", "matplotlib (>=3.3)"]
 
 [[package]]
 name = "tinycss2"
-version = "1.2.1"
+version = "1.1.1"
 description = "A tiny CSS parser"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.6"
 
 [package.dependencies]
 webencodings = ">=0.4"
 
 [package.extras]
 doc = ["sphinx", "sphinx_rtd_theme"]
-test = ["flake8", "isort", "pytest"]
+test = ["coverage[toml]", "pytest", "pytest-cov", "pytest-flake8", "pytest-isort"]
 
 [[package]]
 name = "toml"
@@ -2580,14 +2643,13 @@ telegram = ["requests"]
 
 [[package]]
 name = "traitlets"
-version = "5.5.0"
+version = "5.4.0"
 description = ""
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
 test = ["pre-commit", "pytest"]
 
 [[package]]
@@ -2604,17 +2666,9 @@ ray = {version = "*", extras = ["tune"]}
 scikit-learn = "*"
 scipy = "*"
 
-[[package]]
-name = "typed-ast"
-version = "1.5.4"
-description = "a fork of Python 2 and 3 ast modules with type comment support"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
 [[package]]
 name = "typing-extensions"
-version = "4.4.0"
+version = "4.3.0"
 description = "Backported and Experimental Type Hints for Python 3.7+"
 category = "main"
 optional = false
@@ -2635,21 +2689,20 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.16.2"
+version = "20.16.5"
 description = "Virtual Python Environment builder"
 category = "main"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-distlib = ">=0.3.1,<1"
-filelock = ">=3.2,<4"
-importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
-platformdirs = ">=2,<3"
+distlib = ">=0.3.5,<1"
+filelock = ">=3.4.1,<4"
+platformdirs = ">=2.4,<3"
 
 [package.extras]
-docs = ["proselint (>=0.10.2)", "sphinx (>=3)", "sphinx-argparse (>=0.2.5)", "sphinx-rtd-theme (>=0.4.3)", "towncrier (>=21.3)"]
-testing = ["coverage (>=4)", "coverage-enable-subprocess (>=1)", "flaky (>=3)", "packaging (>=20.0)", "pytest (>=4)", "pytest-env (>=0.6.2)", "pytest-freezegun (>=0.4.1)", "pytest-mock (>=2)", "pytest-randomly (>=1)", "pytest-timeout (>=1)"]
+docs = ["proselint (>=0.13)", "sphinx (>=5.1.1)", "sphinx-argparse (>=0.3.1)", "sphinx-rtd-theme (>=1)", "towncrier (>=21.9)"]
+testing = ["coverage (>=6.2)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=21.3)", "pytest (>=7.0.1)", "pytest-env (>=0.6.2)", "pytest-freezegun (>=0.4.2)", "pytest-mock (>=3.6.1)", "pytest-randomly (>=3.10.3)", "pytest-timeout (>=2.1)"]
 
 [[package]]
 name = "wcwidth"
@@ -2667,19 +2720,6 @@ category = "dev"
 optional = false
 python-versions = "*"
 
-[[package]]
-name = "websocket-client"
-version = "1.4.2"
-description = "WebSocket client for Python with low level API options"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.extras]
-docs = ["Sphinx (>=3.4)", "sphinx-rtd-theme (>=0.5)"]
-optional = ["python-socks", "wsaccel"]
-test = ["websockets"]
-
 [[package]]
 name = "Werkzeug"
 version = "2.2.2"
@@ -2696,14 +2736,14 @@ watchdog = ["watchdog"]
 
 [[package]]
 name = "wheel"
-version = "0.38.4"
+version = "0.37.1"
 description = "A built-package format for Python"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
 
 [package.extras]
-test = ["pytest (>=3.0.0)"]
+test = ["pytest (>=3.0.0)", "pytest-cov"]
 
 [[package]]
 name = "widgetsnbextension"
@@ -2758,15 +2798,15 @@ python-versions = "*"
 
 [[package]]
 name = "zipp"
-version = "3.10.0"
+version = "3.8.1"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)"]
-testing = ["flake8 (<5)", "func-timeout", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+docs = ["jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx"]
+testing = ["func-timeout", "jaraco.itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
 
 [extras]
 network = ["omero-py", "zeroc-ice"]
@@ -2774,17 +2814,17 @@ omero = ["omero-py"]
 
 [metadata]
 lock-version = "1.1"
-python-versions = ">=3.7.1, <3.11"
-content-hash = "c09a5cb3696becdb4dcccfca35e8eaf13dc6dd45e6d8cc2280290217e8b0dd6a"
+python-versions = ">=3.8, <3.11"
+content-hash = "8ad7c71775623d47d8924e97925402bac8aa03eb9e21cd3abb624ee7da29bc3c"
 
 [metadata.files]
 absl-py = [
-    {file = "absl-py-1.3.0.tar.gz", hash = "sha256:463c38a08d2e4cef6c498b76ba5bd4858e4c6ef51da1a5a1f27139a022e20248"},
-    {file = "absl_py-1.3.0-py3-none-any.whl", hash = "sha256:34995df9bd7a09b3b8749e230408f5a2a2dd7a68a0d33c12a3d0cb15a041a507"},
+    {file = "absl-py-1.2.0.tar.gz", hash = "sha256:f568809938c49abbda89826223c992b630afd23c638160ad7840cfe347710d97"},
+    {file = "absl_py-1.2.0-py3-none-any.whl", hash = "sha256:5d15f85b8cc859c6245bc9886ba664460ed96a6fee895416caa37d669ee74a9a"},
 ]
 aiosignal = [
-    {file = "aiosignal-1.3.1-py3-none-any.whl", hash = "sha256:f8376fb07dd1e86a584e4fcdec80b36b7f81aac666ebc724e2c090300dd83b17"},
-    {file = "aiosignal-1.3.1.tar.gz", hash = "sha256:54cd96e15e1649b75d6c87526a6ff0b6c1b0dd3459f43d9ca11d48c339b68cfc"},
+    {file = "aiosignal-1.2.0-py3-none-any.whl", hash = "sha256:26e62109036cd181df6e6ad646f91f0dcfd05fe16d0cb924138ff2ab75d64e3a"},
+    {file = "aiosignal-1.2.0.tar.gz", hash = "sha256:78ed67db6c7b7ced4f98e495e572106d5c432a93e1ddd1bf475e1dc05f5b7df2"},
 ]
 alabaster = [
     {file = "alabaster-0.7.12-py2.py3-none-any.whl", hash = "sha256:446438bdcca0e05bd45ea2de1668c1d9b032e1a9154c2c259092d77031ddd359"},
@@ -2794,10 +2834,6 @@ aliby-baby = [
     {file = "aliby-baby-0.1.15.tar.gz", hash = "sha256:3563f1a740e4a33dcb35be9242a3eca4ee4ca8f373590a6b74b5cc4d1ec29f37"},
     {file = "aliby_baby-0.1.15-py3-none-any.whl", hash = "sha256:b2da8553ab6a59c72db846e6d40b73b03248b5af04b931e86026987ea23f7eba"},
 ]
-anyio = [
-    {file = "anyio-3.6.2-py3-none-any.whl", hash = "sha256:fbbe32bd270d2a2ef3ed1c5d45041250284e31fc0a4df4a5a6071842051a51e3"},
-    {file = "anyio-3.6.2.tar.gz", hash = "sha256:25ea0d673ae30af41a0c442f81cf3b38c7e79fdc7b60335a4c14e05eb0947421"},
-]
 appdirs = [
     {file = "appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128"},
     {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"},
@@ -2833,6 +2869,10 @@ argon2-cffi-bindings = [
     {file = "argon2_cffi_bindings-21.2.0-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ed2937d286e2ad0cc79a7087d3c272832865f779430e0cc2b4f3718d3159b0cb"},
     {file = "argon2_cffi_bindings-21.2.0-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:5e00316dabdaea0b2dd82d141cc66889ced0cdcbfa599e8b471cf22c620c329a"},
 ]
+asttokens = [
+    {file = "asttokens-2.0.8-py2.py3-none-any.whl", hash = "sha256:e3305297c744ae53ffa032c45dc347286165e4ffce6875dc662b205db0623d86"},
+    {file = "asttokens-2.0.8.tar.gz", hash = "sha256:c61e16246ecfb2cde2958406b4c8ebc043c9e6d73aaa83c941673b35e5d3a76b"},
+]
 astunparse = [
     {file = "astunparse-1.6.3-py2.py3-none-any.whl", hash = "sha256:c2652417f2c8b5bb325c885ae329bdf3f86424075c4fd1a128674bc6fba4b8e8"},
     {file = "astunparse-1.6.3.tar.gz", hash = "sha256:5ad93a8456f0d084c3456d059fd9a92cce667963232cbf763eac3bc5b7940872"},
@@ -2845,8 +2885,8 @@ attrs = [
     {file = "attrs-22.1.0.tar.gz", hash = "sha256:29adc2665447e5191d0e7c568fde78b21f9672d344281d0c6e1ab085429b22b6"},
 ]
 Babel = [
-    {file = "Babel-2.11.0-py3-none-any.whl", hash = "sha256:1ad3eca1c885218f6dce2ab67291178944f810a10a9b5f3cb8382a5a232b64fe"},
-    {file = "Babel-2.11.0.tar.gz", hash = "sha256:5ef4b3226b0180dedded4229651c8b0e1a3a6a2837d45a073272f313e4cf97f6"},
+    {file = "Babel-2.10.3-py3-none-any.whl", hash = "sha256:ff56f4892c1c4bf0d814575ea23471c230d544203c7748e8c68f0089478d48eb"},
+    {file = "Babel-2.10.3.tar.gz", hash = "sha256:7614553711ee97490f732126dc077f8d0ae084ebc6a96e23db1482afabdb2c51"},
 ]
 backcall = [
     {file = "backcall-0.2.0-py2.py3-none-any.whl", hash = "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"},
@@ -2857,27 +2897,29 @@ beautifulsoup4 = [
     {file = "beautifulsoup4-4.11.1.tar.gz", hash = "sha256:ad9aa55b65ef2808eb405f46cf74df7fcb7044d5cbc26487f96eb2ef2e436693"},
 ]
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 tinycss2 = [
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@@ -4651,49 +4839,23 @@ tqdm = [
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-typed-ast = [
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 typing-extensions = [
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-    {file = "typing_extensions-4.4.0.tar.gz", hash = "sha256:1511434bb92bf8dd198c12b1cc812e800d4181cfcb867674e0f8279cc93087aa"},
+    {file = "typing_extensions-4.3.0-py3-none-any.whl", hash = "sha256:25642c956049920a5aa49edcdd6ab1e06d7e5d467fc00e0506c44ac86fbfca02"},
+    {file = "typing_extensions-4.3.0.tar.gz", hash = "sha256:e6d2677a32f47fc7eb2795db1dd15c1f34eff616bcaf2cfb5e997f854fa1c4a6"},
 ]
 urllib3 = [
     {file = "urllib3-1.26.12-py2.py3-none-any.whl", hash = "sha256:b930dd878d5a8afb066a637fbb35144fe7901e3b209d1cd4f524bd0e9deee997"},
     {file = "urllib3-1.26.12.tar.gz", hash = "sha256:3fa96cf423e6987997fc326ae8df396db2a8b7c667747d47ddd8ecba91f4a74e"},
 ]
 virtualenv = [
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-    {file = "virtualenv-20.16.2.tar.gz", hash = "sha256:0ef5be6d07181946891f5abc8047fda8bc2f0b4b9bf222c64e6e8963baee76db"},
+    {file = "virtualenv-20.16.5-py3-none-any.whl", hash = "sha256:d07dfc5df5e4e0dbc92862350ad87a36ed505b978f6c39609dc489eadd5b0d27"},
+    {file = "virtualenv-20.16.5.tar.gz", hash = "sha256:227ea1b9994fdc5ea31977ba3383ef296d7472ea85be9d6732e42a91c04e80da"},
 ]
 wcwidth = [
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@@ -4703,17 +4865,13 @@ webencodings = [
     {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
     {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
 ]
-websocket-client = [
-    {file = "websocket-client-1.4.2.tar.gz", hash = "sha256:d6e8f90ca8e2dd4e8027c4561adeb9456b54044312dba655e7cae652ceb9ae59"},
-    {file = "websocket_client-1.4.2-py3-none-any.whl", hash = "sha256:d6b06432f184438d99ac1f456eaf22fe1ade524c3dd16e661142dc54e9cba574"},
-]
 Werkzeug = [
     {file = "Werkzeug-2.2.2-py3-none-any.whl", hash = "sha256:f979ab81f58d7318e064e99c4506445d60135ac5cd2e177a2de0089bfd4c9bd5"},
     {file = "Werkzeug-2.2.2.tar.gz", hash = "sha256:7ea2d48322cc7c0f8b3a215ed73eabd7b5d75d0b50e31ab006286ccff9e00b8f"},
 ]
 wheel = [
-    {file = "wheel-0.38.4-py3-none-any.whl", hash = "sha256:b60533f3f5d530e971d6737ca6d58681ee434818fab630c83a734bb10c083ce8"},
-    {file = "wheel-0.38.4.tar.gz", hash = "sha256:965f5259b566725405b05e7cf774052044b1ed30119b5d586b2703aafe8719ac"},
+    {file = "wheel-0.37.1-py2.py3-none-any.whl", hash = "sha256:4bdcd7d840138086126cd09254dc6195fb4fc6f01c050a1d7236f2630db1d22a"},
+    {file = "wheel-0.37.1.tar.gz", hash = "sha256:e9a504e793efbca1b8e0e9cb979a249cf4a0a7b5b8c9e8b65a5e39d49529c1c4"},
 ]
 widgetsnbextension = [
     {file = "widgetsnbextension-4.0.3-py3-none-any.whl", hash = "sha256:7f3b0de8fda692d31ef03743b598620e31c2668b835edbd3962d080ccecf31eb"},
@@ -4806,6 +4964,6 @@ zeroc-ice = [
     {file = "zeroc_ice-3.6.5-cp37-cp37m-win_amd64.whl", hash = "sha256:cdc4c68111dfe3542287ca6d41d2ad7ee22d8806cf6231f124769c60351d636c"},
 ]
 zipp = [
-    {file = "zipp-3.10.0-py3-none-any.whl", hash = "sha256:4fcb6f278987a6605757302a6e40e896257570d11c51628968ccb2a47e80c6c1"},
-    {file = "zipp-3.10.0.tar.gz", hash = "sha256:7a7262fd930bd3e36c50b9a64897aec3fafff3dfdeec9623ae22b40e93f99bb8"},
+    {file = "zipp-3.8.1-py3-none-any.whl", hash = "sha256:47c40d7fe183a6f21403a199b3e4192cca5774656965b0a4988ad2f8feb5f009"},
+    {file = "zipp-3.8.1.tar.gz", hash = "sha256:05b45f1ee8f807d0cc928485ca40a07cb491cf092ff587c0df9cb1fd154848d2"},
 ]
diff --git a/pyproject.toml b/pyproject.toml
index 51173599..c9fdf37c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -13,7 +13,7 @@ packages = [
 readme = "README.md"
 
 [tool.poetry.dependencies]
-python = ">=3.7.1, <3.11"
+python = ">=3.8, <3.11"
 PyYAML = "^6.0"
 flatten-dict = "^0.4.2"
 gaussianprocessderivatives = "^0.1.5"
@@ -73,10 +73,10 @@ seaborn = "^0.11.2"
 optional = true
 
 [tool.poetry.group.docs.dependencies]
-#Sphinx = "^5.2.0"
-#sphinx-rtd-theme = "^1.0.0"
-#sphinx-autodoc-typehints = "^1.19.2"
-#myst-parser = "^0.18.0"
+Sphinx = "^5.2.0"
+sphinx-rtd-theme = "^1.0.0"
+sphinx-autodoc-typehints = "^1.19.2"
+myst-parser = "^0.18.0"
 
 [tool.poetry.group.test]
 optional = true
-- 
GitLab