poetry.lock

[[package]]
name = "appnope"
version = "0.1.3"
description = "Disable App Nap on macOS >= 10.9"
category = "main"
optional = false
python-versions = "*"

[[package]]
name = "asttokens"
version = "2.2.1"
description = "Annotate AST trees with source code positions"
category = "main"
optional = false
python-versions = "*"

[package.dependencies]
six = "*"

[package.extras]
test = ["astroid", "pytest"]

[[package]]
name = "attrs"
version = "22.2.0"
description = "Classes Without Boilerplate"
category = "dev"
optional = false
python-versions = ">=3.6"

[package.extras]
cov = ["attrs", "coverage-enable-subprocess", "coverage[toml] (>=5.3)"]
dev = ["attrs"]
docs = ["furo", "sphinx", "myst-parser", "zope.interface", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"]
tests = ["attrs", "zope.interface"]
tests-no-zope = ["hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist", "cloudpickle", "mypy (>=0.971,<0.990)", "pytest-mypy-plugins"]
tests_no_zope = ["hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist", "cloudpickle", "mypy (>=0.971,<0.990)", "pytest-mypy-plugins"]

[[package]]
name = "backcall"
version = "0.2.0"
description = "Specifications for callback functions passed in to an API"
category = "main"
optional = false
python-versions = "*"

[[package]]
name = "colorama"
version = "0.4.6"
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"

[[package]]
name = "contourpy"
version = "1.0.6"
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 (<=5.2.0)", "sphinx-rtd-theme"]
test = ["pytest", "matplotlib", "pillow", "flake8", "isort"]
test-minimal = ["pytest"]
test-no-codebase = ["pytest", "matplotlib", "pillow"]

[[package]]
name = "cycler"
version = "0.11.0"
description = "Composable style cycles"
category = "main"
optional = false
python-versions = ">=3.6"

[[package]]
name = "decorator"
version = "5.1.1"
description = "Decorators for Humans"
category = "main"
optional = false
python-versions = ">=3.5"

[[package]]
name = "executing"
version = "1.2.0"
description = "Get the currently executing AST node of a frame, and other information"
category = "main"
optional = false
python-versions = "*"

[package.extras]
tests = ["asttokens", "pytest", "littleutils", "rich"]

[[package]]
name = "fonttools"
version = "4.38.0"
description = "Tools to manipulate font files"
category = "main"
optional = false
python-versions = ">=3.7"

[package.extras]
all = ["fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "zopfli (>=0.1.4)", "lz4 (>=1.7.4.2)", "matplotlib", "sympy", "skia-pathops (>=0.5.0)", "uharfbuzz (>=0.23.0)", "brotlicffi (>=0.8.0)", "scipy", "brotli (>=1.0.1)", "munkres", "unicodedata2 (>=14.0.0)", "xattr"]
graphite = ["lz4 (>=1.7.4.2)"]
interpolatable = ["scipy", "munkres"]
lxml = ["lxml (>=4.0,<5)"]
pathops = ["skia-pathops (>=0.5.0)"]
plot = ["matplotlib"]
repacker = ["uharfbuzz (>=0.23.0)"]
symfont = ["sympy"]
type1 = ["xattr"]
ufo = ["fs (>=2.2.0,<3)"]
unicode = ["unicodedata2 (>=14.0.0)"]
woff = ["zopfli (>=0.1.4)", "brotlicffi (>=0.8.0)", "brotli (>=1.0.1)"]

[[package]]
name = "future"
version = "0.18.2"
description = "Clean single-source support for Python 3 and 2"
category = "main"
optional = false
python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"

[[package]]
name = "gmr"
version = "1.6.2"
description = "Gaussian Mixture Regression"
category = "main"
optional = false
python-versions = "*"

[package.dependencies]
numpy = "*"
scipy = "*"

[package.extras]
all = ["matplotlib", "scikit-learn", "svgpathtools"]
doc = ["pdoc3"]
test = ["nose", "coverage"]

[[package]]
name = "iniconfig"
version = "1.1.1"
description = "iniconfig: brain-dead simple config-ini parsing"
category = "dev"
optional = false
python-versions = "*"

[[package]]
name = "ipython"
version = "8.7.0"
description = "IPython: Productive Interactive Computing"
category = "main"
optional = false
python-versions = ">=3.8"

[package.dependencies]
appnope = {version = "*", markers = "sys_platform == \"darwin\""}
backcall = "*"
colorama = {version = "*", markers = "sys_platform == \"win32\""}
decorator = "*"
jedi = ">=0.16"
matplotlib-inline = "*"
pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
pickleshare = "*"
prompt-toolkit = ">=3.0.11,<3.1.0"
pygments = ">=2.4.0"
stack-data = "*"
traitlets = ">=5"

[package.extras]
all = ["black", "ipykernel", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "docrepr", "matplotlib", "stack-data", "pytest (<7)", "typing-extensions", "pytest (<7.1)", "pytest-asyncio", "testpath", "nbconvert", "nbformat", "ipywidgets", "notebook", "ipyparallel", "qtconsole", "curio", "matplotlib (!=3.2.0)", "numpy (>=1.20)", "pandas", "trio"]
black = ["black"]
doc = ["ipykernel", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "docrepr", "matplotlib", "stack-data", "pytest (<7)", "typing-extensions", "pytest (<7.1)", "pytest-asyncio", "testpath"]
kernel = ["ipykernel"]
nbconvert = ["nbconvert"]
nbformat = ["nbformat"]
notebook = ["ipywidgets", "notebook"]
parallel = ["ipyparallel"]
qtconsole = ["qtconsole"]
test = ["pytest (<7.1)", "pytest-asyncio", "testpath"]
test_extra = ["pytest (<7.1)", "pytest-asyncio", "testpath", "curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.20)", "pandas", "trio"]

[[package]]
name = "jedi"
version = "0.18.2"
description = "An autocompletion tool for Python that can be used for text editors."
category = "main"
optional = false
python-versions = ">=3.6"

[package.dependencies]
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-rtd-theme (==0.4.3)", "sphinx (==1.8.5)", "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)"]

[[package]]
name = "jinja2"
version = "3.1.2"
description = "A very fast and expressive template engine."
category = "main"
optional = false
python-versions = ">=3.7"

[package.dependencies]
MarkupSafe = ">=2.0"

[package.extras]
i18n = ["Babel (>=2.7)"]

[[package]]
name = "joblib"
version = "1.2.0"
description = "Lightweight pipelining with Python functions"
category = "main"
optional = false
python-versions = ">=3.7"

[[package]]
name = "jsonpickle"
version = "3.0.1"
description = "Python library for serializing any arbitrary object graph into JSON"
category = "main"
optional = false
python-versions = ">=3.7"

[package.extras]
docs = ["sphinx", "jaraco.packaging (>=3.2)", "rst.linker (>=1.9)"]
testing = ["pytest (>=3.5,!=3.7.3)", "pytest-checkdocs (>=1.2.3)", "pytest-flake8 (>=1.1.1)", "pytest-black-multipy", "pytest-cov", "ecdsa", "feedparser", "gmpy2", "numpy", "pandas", "pymongo", "scikit-learn", "sqlalchemy"]
"testing.libs" = ["simplejson", "ujson"]

[[package]]
name = "kiwisolver"
version = "1.4.4"
description = "A fast implementation of the Cassowary constraint solver"
category = "main"
optional = false
python-versions = ">=3.7"

[[package]]
name = "markupsafe"
version = "2.1.1"
description = "Safely add untrusted strings to HTML/XML markup."
category = "main"
optional = false
python-versions = ">=3.7"

[[package]]
name = "matplotlib"
version = "3.6.2"
description = "Python plotting package"
category = "main"
optional = false
python-versions = ">=3.8"

[package.dependencies]
contourpy = ">=1.0.1"
cycler = ">=0.10"
fonttools = ">=4.22.0"
kiwisolver = ">=1.0.1"
numpy = ">=1.19"
packaging = ">=20.0"
pillow = ">=6.2.0"
pyparsing = ">=2.2.1"
python-dateutil = ">=2.7"
setuptools_scm = ">=7"

[[package]]
name = "matplotlib-inline"
version = "0.1.6"
description = "Inline Matplotlib backend for Jupyter"
category = "main"
optional = false
python-versions = ">=3.5"

[package.dependencies]
traitlets = "*"

[[package]]
name = "missingno"
version = "0.5.1"
description = "Missing data visualization module for Python."
category = "main"
optional = false
python-versions = "*"

[package.dependencies]
matplotlib = "*"
numpy = "*"
scipy = "*"
seaborn = "*"

[package.extras]
tests = ["pytest", "pytest-mpl"]

[[package]]
name = "networkx"
version = "2.8.8"
description = "Python package for creating and manipulating graphs and networks"
category = "main"
optional = false
python-versions = ">=3.8"

[package.extras]
default = ["numpy (>=1.19)", "scipy (>=1.8)", "matplotlib (>=3.4)", "pandas (>=1.3)"]
developer = ["pre-commit (>=2.20)", "mypy (>=0.982)"]
doc = ["sphinx (>=5.2)", "pydata-sphinx-theme (>=0.11)", "sphinx-gallery (>=0.11)", "numpydoc (>=1.5)", "pillow (>=9.2)", "nb2plots (>=0.6)", "texext (>=0.6.6)"]
extra = ["lxml (>=4.6)", "pygraphviz (>=1.9)", "pydot (>=1.4.2)", "sympy (>=1.10)"]
test = ["pytest (>=7.2)", "pytest-cov (>=4.0)", "codecov (>=2.1)"]

[[package]]
name = "numpy"
version = "1.24.0"
description = "Fundamental package for array computing in Python"
category = "main"
optional = false
python-versions = ">=3.8"

[[package]]
name = "nvidia-cublas-cu11"
version = "11.10.3.66"
description = "CUBLAS native runtime libraries"
category = "main"
optional = false
python-versions = ">=3"

[[package]]
name = "nvidia-cuda-nvrtc-cu11"
version = "11.7.99"
description = "NVRTC native runtime libraries"
category = "main"
optional = false
python-versions = ">=3"

[[package]]
name = "nvidia-cuda-runtime-cu11"
version = "11.7.99"
description = "CUDA Runtime native Libraries"
category = "main"
optional = false
python-versions = ">=3"

[[package]]
name = "nvidia-cudnn-cu11"
version = "8.5.0.96"
description = "cuDNN runtime libraries"
category = "main"
optional = false
python-versions = ">=3"

[[package]]
name = "opt-einsum"
version = "3.3.0"
description = "Optimizing numpys einsum function"
category = "main"
optional = false
python-versions = ">=3.5"

[package.dependencies]
numpy = ">=1.7"

[package.extras]
docs = ["sphinx (==1.2.3)", "sphinxcontrib-napoleon", "sphinx-rtd-theme", "numpydoc"]
tests = ["pytest", "pytest-cov", "pytest-pep8"]

[[package]]
name = "packaging"
version = "22.0"
description = "Core utilities for Python packages"
category = "main"
optional = false
python-versions = ">=3.7"

[[package]]
name = "pandas"
version = "1.5.2"
description = "Powerful data structures for data analysis, time series, and statistics"
category = "main"
optional = false
python-versions = ">=3.8"

[package.dependencies]
numpy = [
    {version = ">=1.20.3", markers = "python_version < \"3.10\""},
    {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
]
python-dateutil = ">=2.8.1"
pytz = ">=2020.1"

[package.extras]
test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"]

[[package]]
name = "parso"
version = "0.8.3"
description = "A Python Parser"
category = "main"
optional = false
python-versions = ">=3.6"

[package.extras]
qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
testing = ["docopt", "pytest (<6.0.0)"]

[[package]]
name = "patsy"
version = "0.5.3"
description = "A Python package for describing statistical models and for building design matrices."
category = "main"
optional = false
python-versions = "*"

[package.dependencies]
numpy = ">=1.4"
six = "*"

[package.extras]
test = ["pytest", "pytest-cov", "scipy"]

[[package]]
name = "pexpect"
version = "4.8.0"
description = "Pexpect allows easy control of interactive console applications."
category = "main"
optional = false
python-versions = "*"

[package.dependencies]
ptyprocess = ">=0.5"

[[package]]
name = "pgmpy"
version = "0.1.20"
description = "A library for Probabilistic Graphical Models"
category = "main"
optional = false
python-versions = "*"

[package.dependencies]
joblib = "*"
networkx = "*"
numpy = "*"
opt-einsum = "*"
pandas = "*"
pyparsing = "*"
scikit-learn = "*"
scipy = "*"
statsmodels = "*"
torch = "*"
tqdm = "*"

[package.extras]
all = ["networkx", "numpy", "scipy", "scikit-learn", "pandas", "pyparsing", "torch", "statsmodels", "tqdm", "joblib", "opt-einsum", "xdoctest", "pytest", "pytest-cov", "coverage", "codecov", "mock", "black", "daft"]
tests = ["xdoctest", "pytest", "pytest-cov", "coverage", "codecov", "mock", "black"]

[[package]]
name = "pickleshare"
version = "0.7.5"
description = "Tiny 'shelve'-like database with concurrency support"
category = "main"
optional = false
python-versions = "*"

[[package]]
name = "pillow"
version = "9.3.0"
description = "Python Imaging Library (Fork)"
category = "main"
optional = false
python-versions = ">=3.7"

[package.extras]
docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-issues (>=3.0.1)", "sphinx-removed-in", "sphinxext-opengraph"]
tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]

[[package]]
name = "pluggy"
version = "1.0.0"
description = "plugin and hook calling mechanisms for python"
category = "dev"
optional = false
python-versions = ">=3.6"

[package.extras]
dev = ["pre-commit", "tox"]
testing = ["pytest", "pytest-benchmark"]

[[package]]
name = "pomegranate"
version = "0.14.8"
description = "Pomegranate is a graphical models library for Python, implemented in Cython for speed."
category = "main"
optional = false
python-versions = "*"

[package.dependencies]
joblib = ">=0.9.0b4"
networkx = ">=2.4"
numpy = ">=1.20.0"
pyyaml = "*"
scipy = ">=0.17.0"

[package.extras]
gpu = ["cupy"]
plotting = ["pygraphviz", "matplotlib"]

[[package]]
name = "prompt-toolkit"
version = "3.0.36"
description = "Library for building powerful interactive command lines in Python"
category = "main"
optional = false
python-versions = ">=3.6.2"

[package.dependencies]
wcwidth = "*"

[[package]]
name = "ptyprocess"
version = "0.7.0"
description = "Run a subprocess in a pseudo terminal"
category = "main"
optional = false
python-versions = "*"

[[package]]
name = "pure-eval"
version = "0.2.2"
description = "Safely evaluate AST nodes without side effects"
category = "main"
optional = false
python-versions = "*"

[package.extras]
tests = ["pytest"]

[[package]]
name = "py"
version = "1.11.0"
description = "library with cross-python path, ini-parsing, io, code, log facilities"
category = "dev"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"

[[package]]
name = "pygments"
version = "2.13.0"
description = "Pygments is a syntax highlighting package written in Python."
category = "main"
optional = false
python-versions = ">=3.6"

[package.extras]
plugins = ["importlib-metadata"]

[[package]]
name = "pyitlib"
version = "0.2.2"
description = "A library of information-theoretic methods"
category = "main"
optional = false
python-versions = "*"

[package.dependencies]
future = ">=0.16.0"
pandas = ">=0.20.2numpy"
scikit-learn = ">=0.16.0"
scipy = ">=1.0.1"

[[package]]
name = "pyparsing"
version = "3.0.9"
description = "pyparsing module - Classes and methods to define and execute parsing grammars"
category = "main"
optional = false
python-versions = ">=3.6.8"

[package.extras]
diagrams = ["railroad-diagrams", "jinja2"]

[[package]]
name = "pytest"
version = "7.1.3"
description = "pytest: simple powerful testing with Python"
category = "dev"
optional = false
python-versions = ">=3.7"

[package.dependencies]
attrs = ">=19.2.0"
colorama = {version = "*", markers = "sys_platform == \"win32\""}
iniconfig = "*"
packaging = "*"
pluggy = ">=0.12,<2.0"
py = ">=1.8.2"
tomli = ">=1.0.0"

[package.extras]
testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "xmlschema"]

[[package]]
name = "python-dateutil"
version = "2.8.2"
description = "Extensions to the standard Python datetime module"
category = "main"
optional = false
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"

[package.dependencies]
six = ">=1.5"

[[package]]
name = "pytz"
version = "2022.7"
description = "World timezone definitions, modern and historical"
category = "main"
optional = false
python-versions = "*"

[[package]]
name = "pyvis"
version = "0.3.1"
description = "A Python network graph visualization library"
category = "main"
optional = false
python-versions = ">3.6"

[package.dependencies]
ipython = ">=5.3.0"
jinja2 = ">=2.9.6"
jsonpickle = ">=1.4.1"
networkx = ">=1.11"

[[package]]
name = "pyyaml"
version = "6.0"
description = "YAML parser and emitter for Python"
category = "main"
optional = false
python-versions = ">=3.6"

[[package]]
name = "scikit-learn"
version = "1.2.0"
description = "A set of python modules for machine learning and data mining"
category = "main"
optional = false
python-versions = ">=3.8"

[package.dependencies]
joblib = ">=1.1.1"
numpy = ">=1.17.3"
scipy = ">=1.3.2"
threadpoolctl = ">=2.0.0"

[package.extras]
benchmark = ["matplotlib (>=3.1.3)", "pandas (>=1.0.5)", "memory-profiler (>=0.57.0)"]
docs = ["matplotlib (>=3.1.3)", "scikit-image (>=0.16.2)", "pandas (>=1.0.5)", "seaborn (>=0.9.0)", "memory-profiler (>=0.57.0)", "sphinx (>=4.0.1)", "sphinx-gallery (>=0.7.0)", "numpydoc (>=1.2.0)", "Pillow (>=7.1.2)", "pooch (>=1.6.0)", "sphinx-prompt (>=1.3.0)", "sphinxext-opengraph (>=0.4.2)", "plotly (>=5.10.0)"]
examples = ["matplotlib (>=3.1.3)", "scikit-image (>=0.16.2)", "pandas (>=1.0.5)", "seaborn (>=0.9.0)", "pooch (>=1.6.0)", "plotly (>=5.10.0)"]
tests = ["matplotlib (>=3.1.3)", "scikit-image (>=0.16.2)", "pandas (>=1.0.5)", "pytest (>=5.3.1)", "pytest-cov (>=2.9.0)", "flake8 (>=3.8.2)", "black (>=22.3.0)", "mypy (>=0.961)", "pyamg (>=4.0.0)", "numpydoc (>=1.2.0)", "pooch (>=1.6.0)"]

[[package]]
name = "scipy"
version = "1.9.3"
description = "Fundamental algorithms for scientific computing in Python"
category = "main"
optional = false
python-versions = ">=3.8"

[package.dependencies]
numpy = ">=1.18.5,<1.26.0"

[package.extras]
test = ["pytest", "pytest-cov", "pytest-xdist", "asv", "mpmath", "gmpy2", "threadpoolctl", "scikit-umfpack"]
doc = ["sphinx (!=4.1.0)", "pydata-sphinx-theme (==0.9.0)", "sphinx-panels (>=0.5.2)", "matplotlib (>2)", "numpydoc", "sphinx-tabs"]
dev = ["mypy", "typing-extensions", "pycodestyle", "flake8"]

[[package]]
name = "seaborn"
version = "0.12.1"
description = "Statistical data visualization"
category = "main"
optional = false
python-versions = ">=3.7"

[package.dependencies]
matplotlib = ">=3.1,<3.6.1 || >3.6.1"
numpy = ">=1.17"
pandas = ">=0.25"

[package.extras]
dev = ["pytest", "pytest-cov", "pytest-xdist", "flake8", "mypy", "pandas-stubs", "pre-commit"]
docs = ["numpydoc", "nbconvert", "ipykernel", "sphinx-copybutton", "sphinx-issues", "sphinx-design", "pyyaml", "pydata_sphinx_theme (==0.10.0rc2)"]
stats = ["scipy (>=1.3)", "statsmodels (>=0.10)"]

[[package]]
name = "setuptools-scm"
version = "7.1.0"
description = "the blessed package to manage your versions by scm tags"
category = "main"
optional = false
python-versions = ">=3.7"

[package.dependencies]
packaging = ">=20.0"
tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
typing-extensions = "*"

[package.extras]
test = ["pytest (>=6.2)", "virtualenv (>20)"]
toml = ["setuptools (>=42)"]

[[package]]
name = "six"
version = "1.16.0"
description = "Python 2 and 3 compatibility utilities"
category = "main"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"

[[package]]
name = "stack-data"
version = "0.6.2"
description = "Extract data from python stack frames and tracebacks for informative displays"
category = "main"
optional = false
python-versions = "*"

[package.dependencies]
asttokens = ">=2.1.0"
executing = ">=1.2.0"
pure-eval = "*"

[package.extras]
tests = ["pytest", "typeguard", "pygments", "littleutils", "cython"]

[[package]]
name = "statsmodels"
version = "0.13.2"
description = "Statistical computations and models for Python"
category = "main"
optional = false
python-versions = ">=3.7"

[package.dependencies]
numpy = ">=1.17"
packaging = ">=21.3"
pandas = ">=0.25"
patsy = ">=0.5.2"
scipy = ">=1.3"

[package.extras]
build = ["cython (>=0.29.26)"]
develop = ["cython (>=0.29.26)"]
docs = ["sphinx", "nbconvert", "jupyter-client", "ipykernel", "matplotlib", "nbformat", "numpydoc", "pandas-datareader"]

[[package]]
name = "statsmodels"
version = "0.13.3"
description = "Statistical computations and models for Python"
category = "main"
optional = false
python-versions = ">=3.7"

[package.dependencies]
numpy = [
    {version = ">=1.17", markers = "python_version != \"3.10\" or platform_system != \"Windows\" or platform_python_implementation == \"PyPy\""},
    {version = ">=1.22.3", markers = "python_version == \"3.10\" and platform_system == \"Windows\" and platform_python_implementation != \"PyPy\""},
]
packaging = ">=21.3"
pandas = ">=0.25"
patsy = ">=0.5.2"
scipy = {version = ">=1.3", markers = "(python_version > \"3.7\" or platform_system != \"Windows\" or platform_machine != \"x86\") and python_version < \"3.12\""}

[package.extras]
build = ["cython (>=0.29.32)"]
develop = ["cython (>=0.29.32)", "cython (>=0.29.32,<3.0.0)", "setuptools_scm[toml] (>=7.0.0,<7.1.0)", "oldest-supported-numpy (>=2022.4.18)", "matplotlib (>=3)", "colorama", "joblib", "jinja2", "pytest (>=7.0.1,<7.1.0)", "pytest-randomly", "pytest-xdist", "flake8", "isort", "pywinpty"]
docs = ["sphinx", "nbconvert", "jupyter-client", "ipykernel", "matplotlib", "nbformat", "numpydoc", "pandas-datareader"]

[[package]]
name = "statsmodels"
version = "0.13.4"
description = "Statistical computations and models for Python"
category = "main"
optional = false
python-versions = ">=3.7"

[package.dependencies]
numpy = [
    {version = ">=1.17", markers = "python_version != \"3.10\" or platform_system != \"Windows\" or platform_python_implementation == \"PyPy\""},
    {version = ">=1.22.3", markers = "python_version == \"3.10\" and platform_system == \"Windows\" and platform_python_implementation != \"PyPy\""},
]
packaging = ">=21.3"
pandas = ">=0.25"
patsy = ">=0.5.2"
scipy = {version = ">=1.3", markers = "(python_version > \"3.9\" or platform_system != \"Windows\" or platform_machine != \"x86\") and python_version < \"3.12\""}

[package.extras]
build = ["cython (>=0.29.32)"]
develop = ["cython (>=0.29.32)", "cython (>=0.29.32,<3.0.0)", "setuptools_scm[toml] (>=7.0.0,<7.1.0)", "oldest-supported-numpy (>=2022.4.18)", "matplotlib (>=3)", "colorama", "joblib", "jinja2", "pytest (>=7.0.1,<7.1.0)", "pytest-randomly", "pytest-xdist", "flake8", "isort", "pywinpty"]
docs = ["sphinx", "nbconvert", "jupyter-client", "ipykernel", "matplotlib", "nbformat", "numpydoc", "pandas-datareader"]

[[package]]
name = "statsmodels"
version = "0.13.5"
description = "Statistical computations and models for Python"
category = "main"
optional = false
python-versions = ">=3.7"

[package.dependencies]
numpy = [
    {version = ">=1.17", markers = "python_version != \"3.10\" or platform_system != \"Windows\" or platform_python_implementation == \"PyPy\""},
    {version = ">=1.22.3", markers = "python_version == \"3.10\" and platform_system == \"Windows\" and platform_python_implementation != \"PyPy\""},
]
packaging = ">=21.3"
pandas = ">=0.25"
patsy = ">=0.5.2"
scipy = {version = ">=1.3", markers = "(python_version > \"3.9\" or platform_system != \"Windows\" or platform_machine != \"x86\") and python_version < \"3.12\""}

[package.extras]
build = ["cython (>=0.29.32)"]
develop = ["cython (>=0.29.32)", "cython (>=0.29.32,<3.0.0)", "setuptools-scm[toml] (>=7.0.0,<7.1.0)", "oldest-supported-numpy (>=2022.4.18)", "matplotlib (>=3)", "colorama", "joblib", "jinja2", "pytest (>=7.0.1,<7.1.0)", "pytest-randomly", "pytest-xdist", "flake8", "isort", "pywinpty"]
docs = ["sphinx", "nbconvert", "jupyter-client", "ipykernel", "matplotlib", "nbformat", "numpydoc", "pandas-datareader"]

[[package]]
name = "threadpoolctl"
version = "3.1.0"
description = "threadpoolctl"
category = "main"
optional = false
python-versions = ">=3.6"

[[package]]
name = "tomli"
version = "2.0.1"
description = "A lil' TOML parser"
category = "main"
optional = false
python-versions = ">=3.7"

[[package]]
name = "torch"
version = "1.13.1"
description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
category = "main"
optional = false
python-versions = ">=3.7.0"

[package.dependencies]
nvidia-cublas-cu11 = {version = "11.10.3.66", markers = "platform_system == \"Linux\""}
nvidia-cuda-nvrtc-cu11 = {version = "11.7.99", markers = "platform_system == \"Linux\""}
nvidia-cuda-runtime-cu11 = {version = "11.7.99", markers = "platform_system == \"Linux\""}
nvidia-cudnn-cu11 = {version = "8.5.0.96", markers = "platform_system == \"Linux\""}
typing-extensions = "*"

[package.extras]
opt-einsum = ["opt-einsum (>=3.3)"]

[[package]]
name = "tqdm"
version = "4.64.1"
description = "Fast, Extensible Progress Meter"
category = "main"
optional = false
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"

[package.dependencies]
colorama = {version = "*", markers = "platform_system == \"Windows\""}

[package.extras]
dev = ["py-make (>=0.1.0)", "twine", "wheel"]
notebook = ["ipywidgets (>=6)"]
slack = ["slack-sdk"]
telegram = ["requests"]

[[package]]
name = "traitlets"
version = "5.8.0"
description = "Traitlets Python configuration system"
category = "main"
optional = false
python-versions = ">=3.7"

[package.extras]
docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
test = ["argcomplete (>=2.0)", "pre-commit", "pytest", "pytest-mock"]

[[package]]
name = "typing-extensions"
version = "4.4.0"
description = "Backported and Experimental Type Hints for Python 3.7+"
category = "main"
optional = false
python-versions = ">=3.7"

[[package]]
name = "wcwidth"
version = "0.2.5"
description = "Measures the displayed width of unicode strings in a terminal"
category = "main"
optional = false
python-versions = "*"

[metadata]
lock-version = "1.1"
python-versions = ">=3.9,<3.11"
content-hash = "de813fd55bcec86ac2ea53f5f60b9f804a293af5c56de030b703aef0bf36614f"

[metadata.files]
appnope = []
asttokens = []
attrs = []
backcall = [
    {file = "backcall-0.2.0-py2.py3-none-any.whl", hash = "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"},
    {file = "backcall-0.2.0.tar.gz", hash = "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e"},
]
colorama = []
contourpy = []
cycler = [
    {file = "cycler-0.11.0-py3-none-any.whl", hash = "sha256:3a27e95f763a428a739d2add979fa7494c912a32c17c4c38c4d5f082cad165a3"},
    {file = "cycler-0.11.0.tar.gz", hash = "sha256:9c87405839a19696e837b3b818fed3f5f69f16f1eec1a1ad77e043dcea9c772f"},
]
decorator = [
    {file = "decorator-5.1.1-py3-none-any.whl", hash = "sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"},
    {file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"},
]
executing = []
fonttools = []
future = []
gmr = [
    {file = "gmr-1.6.2.tar.gz", hash = "sha256:953e3f350ac94557612a1832cba0c319389d4f857fe0cf8cd51a1706c3935e6d"},
]
iniconfig = []
ipython = []
jedi = []
jinja2 = []
joblib = []
jsonpickle = []
kiwisolver = []
markupsafe = [
    {file = "MarkupSafe-2.1.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:86b1f75c4e7c2ac2ccdaec2b9022845dbb81880ca318bb7a0a01fbf7813e3812"},
    {file = "MarkupSafe-2.1.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:f121a1420d4e173a5d96e47e9a0c0dcff965afdf1626d28de1460815f7c4ee7a"},
    {file = "MarkupSafe-2.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a49907dd8420c5685cfa064a1335b6754b74541bbb3706c259c02ed65b644b3e"},
    {file = "MarkupSafe-2.1.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:10c1bfff05d95783da83491be968e8fe789263689c02724e0c691933c52994f5"},
    {file = "MarkupSafe-2.1.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b7bd98b796e2b6553da7225aeb61f447f80a1ca64f41d83612e6139ca5213aa4"},
    {file = "MarkupSafe-2.1.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:b09bf97215625a311f669476f44b8b318b075847b49316d3e28c08e41a7a573f"},
    {file = "MarkupSafe-2.1.1-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:694deca8d702d5db21ec83983ce0bb4b26a578e71fbdbd4fdcd387daa90e4d5e"},
    {file = "MarkupSafe-2.1.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:efc1913fd2ca4f334418481c7e595c00aad186563bbc1ec76067848c7ca0a933"},
    {file = "MarkupSafe-2.1.1-cp310-cp310-win32.whl", hash = "sha256:4a33dea2b688b3190ee12bd7cfa29d39c9ed176bda40bfa11099a3ce5d3a7ac6"},
    {file = "MarkupSafe-2.1.1-cp310-cp310-win_amd64.whl", hash = "sha256:dda30ba7e87fbbb7eab1ec9f58678558fd9a6b8b853530e176eabd064da81417"},
    {file = "MarkupSafe-2.1.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:671cd1187ed5e62818414afe79ed29da836dde67166a9fac6d435873c44fdd02"},
    {file = "MarkupSafe-2.1.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3799351e2336dc91ea70b034983ee71cf2f9533cdff7c14c90ea126bfd95d65a"},
    {file = "MarkupSafe-2.1.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e72591e9ecd94d7feb70c1cbd7be7b3ebea3f548870aa91e2732960fa4d57a37"},
    {file = "MarkupSafe-2.1.1-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6fbf47b5d3728c6aea2abb0589b5d30459e369baa772e0f37a0320185e87c980"},
    {file = "MarkupSafe-2.1.1-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:d5ee4f386140395a2c818d149221149c54849dfcfcb9f1debfe07a8b8bd63f9a"},
    {file = "MarkupSafe-2.1.1-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:bcb3ed405ed3222f9904899563d6fc492ff75cce56cba05e32eff40e6acbeaa3"},
    {file = "MarkupSafe-2.1.1-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:e1c0b87e09fa55a220f058d1d49d3fb8df88fbfab58558f1198e08c1e1de842a"},
    {file = "MarkupSafe-2.1.1-cp37-cp37m-win32.whl", hash = "sha256:8dc1c72a69aa7e082593c4a203dcf94ddb74bb5c8a731e4e1eb68d031e8498ff"},
    {file = "MarkupSafe-2.1.1-cp37-cp37m-win_amd64.whl", hash = "sha256:97a68e6ada378df82bc9f16b800ab77cbf4b2fada0081794318520138c088e4a"},
    {file = "MarkupSafe-2.1.1-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:e8c843bbcda3a2f1e3c2ab25913c80a3c5376cd00c6e8c4a86a89a28c8dc5452"},
    {file = "MarkupSafe-2.1.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:0212a68688482dc52b2d45013df70d169f542b7394fc744c02a57374a4207003"},
    {file = "MarkupSafe-2.1.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8e576a51ad59e4bfaac456023a78f6b5e6e7651dcd383bcc3e18d06f9b55d6d1"},
    {file = "MarkupSafe-2.1.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4b9fe39a2ccc108a4accc2676e77da025ce383c108593d65cc909add5c3bd601"},
    {file = "MarkupSafe-2.1.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:96e37a3dc86e80bf81758c152fe66dbf60ed5eca3d26305edf01892257049925"},
    {file = "MarkupSafe-2.1.1-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:6d0072fea50feec76a4c418096652f2c3238eaa014b2f94aeb1d56a66b41403f"},
    {file = "MarkupSafe-2.1.1-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:089cf3dbf0cd6c100f02945abeb18484bd1ee57a079aefd52cffd17fba910b88"},
    {file = "MarkupSafe-2.1.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:6a074d34ee7a5ce3effbc526b7083ec9731bb3cbf921bbe1d3005d4d2bdb3a63"},
    {file = "MarkupSafe-2.1.1-cp38-cp38-win32.whl", hash = "sha256:421be9fbf0ffe9ffd7a378aafebbf6f4602d564d34be190fc19a193232fd12b1"},
    {file = "MarkupSafe-2.1.1-cp38-cp38-win_amd64.whl", hash = "sha256:fc7b548b17d238737688817ab67deebb30e8073c95749d55538ed473130ec0c7"},
    {file = "MarkupSafe-2.1.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:e04e26803c9c3851c931eac40c695602c6295b8d432cbe78609649ad9bd2da8a"},
    {file = "MarkupSafe-2.1.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:b87db4360013327109564f0e591bd2a3b318547bcef31b468a92ee504d07ae4f"},
    {file = "MarkupSafe-2.1.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:99a2a507ed3ac881b975a2976d59f38c19386d128e7a9a18b7df6fff1fd4c1d6"},
    {file = "MarkupSafe-2.1.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:56442863ed2b06d19c37f94d999035e15ee982988920e12a5b4ba29b62ad1f77"},
    {file = "MarkupSafe-2.1.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3ce11ee3f23f79dbd06fb3d63e2f6af7b12db1d46932fe7bd8afa259a5996603"},
    {file = "MarkupSafe-2.1.1-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:33b74d289bd2f5e527beadcaa3f401e0df0a89927c1559c8566c066fa4248ab7"},
    {file = "MarkupSafe-2.1.1-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:43093fb83d8343aac0b1baa75516da6092f58f41200907ef92448ecab8825135"},
    {file = "MarkupSafe-2.1.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:8e3dcf21f367459434c18e71b2a9532d96547aef8a871872a5bd69a715c15f96"},
    {file = "MarkupSafe-2.1.1-cp39-cp39-win32.whl", hash = "sha256:d4306c36ca495956b6d568d276ac11fdd9c30a36f1b6eb928070dc5360b22e1c"},
    {file = "MarkupSafe-2.1.1-cp39-cp39-win_amd64.whl", hash = "sha256:46d00d6cfecdde84d40e572d63735ef81423ad31184100411e6e3388d405e247"},
    {file = "MarkupSafe-2.1.1.tar.gz", hash = "sha256:7f91197cc9e48f989d12e4e6fbc46495c446636dfc81b9ccf50bb0ec74b91d4b"},
]
matplotlib = []
matplotlib-inline = []
missingno = [
    {file = "missingno-0.5.1-py3-none-any.whl", hash = "sha256:74e8fa1ea68c9482479a9429009856ae6cc64725f085092429950e30a8d78f55"},
    {file = "missingno-0.5.1.tar.gz", hash = "sha256:22e1735a9213df7425e76123ebcc627d11a2608a1d725b90c6a2d7329db718db"},
]
networkx = []
numpy = []
nvidia-cublas-cu11 = []
nvidia-cuda-nvrtc-cu11 = []
nvidia-cuda-runtime-cu11 = []
nvidia-cudnn-cu11 = []
opt-einsum = []
packaging = []
pandas = []
parso = [
    {file = "parso-0.8.3-py2.py3-none-any.whl", hash = "sha256:c001d4636cd3aecdaf33cbb40aebb59b094be2a74c556778ef5576c175e19e75"},
    {file = "parso-0.8.3.tar.gz", hash = "sha256:8c07be290bb59f03588915921e29e8a50002acaf2cdc5fa0e0114f91709fafa0"},
]
patsy = []
pexpect = [
    {file = "pexpect-4.8.0-py2.py3-none-any.whl", hash = "sha256:0b48a55dcb3c05f3329815901ea4fc1537514d6ba867a152b581d69ae3710937"},
    {file = "pexpect-4.8.0.tar.gz", hash = "sha256:fc65a43959d153d0114afe13997d439c22823a27cefceb5ff35c2178c6784c0c"},
]
pgmpy = []
pickleshare = [
    {file = "pickleshare-0.7.5-py2.py3-none-any.whl", hash = "sha256:9649af414d74d4df115d5d718f82acb59c9d418196b7b4290ed47a12ce62df56"},
    {file = "pickleshare-0.7.5.tar.gz", hash = "sha256:87683d47965c1da65cdacaf31c8441d12b8044cdec9aca500cd78fc2c683afca"},
]
pillow = []
pluggy = []
pomegranate = [
    {file = "pomegranate-0.14.8-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:d5f1d83eb44d924640fbe952c38e904d8aa97882ffc85fb16e120a40e0463e3c"},
    {file = "pomegranate-0.14.8-cp37-cp37m-win32.whl", hash = "sha256:741bc1a5c2fd483b4713a58feac81ac6a5bf4354b326bfe5e320d193a08fbfc2"},
    {file = "pomegranate-0.14.8-cp37-cp37m-win_amd64.whl", hash = "sha256:967e06272526accf54418cd3dbce96cdf62083690142a5f124cba05256663939"},
    {file = "pomegranate-0.14.8-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:6808b8bc990e6755d8160ee660472b463ece4f2662dea17dd2184a426903027d"},
    {file = "pomegranate-0.14.8-cp38-cp38-win32.whl", hash = "sha256:61911a91dfb3e7158329707890c844da71919c0dc9b5974cc5941781021c0ee3"},
    {file = "pomegranate-0.14.8-cp38-cp38-win_amd64.whl", hash = "sha256:22038290a34d98c19bf13f1a89df3fe5f1799aa4ba5ac5edd6efc1fbf68ae564"},
    {file = "pomegranate-0.14.8-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:a1932f8e91bfb9bc3ae710e3e73c88daed161d25e969a5531e67918db4bb6b99"},
    {file = "pomegranate-0.14.8-cp39-cp39-win32.whl", hash = "sha256:f0f5d9ba93e4ac542a2a260957ff6e1d4e52e714c3993a7af5cf3a0e42e14253"},
    {file = "pomegranate-0.14.8-cp39-cp39-win_amd64.whl", hash = "sha256:8774b66c7882d15a64b47d91cdb333a6c6711f4d96dfa83bf285a9bcf5c0cd97"},
    {file = "pomegranate-0.14.8.tar.gz", hash = "sha256:2296651290482dd53204ffaaaea267ceee057ce1b3ef1f9d9793febe66d6693d"},
]
prompt-toolkit = []
ptyprocess = [
    {file = "ptyprocess-0.7.0-py2.py3-none-any.whl", hash = "sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35"},
    {file = "ptyprocess-0.7.0.tar.gz", hash = "sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220"},
]
pure-eval = [
    {file = "pure_eval-0.2.2-py3-none-any.whl", hash = "sha256:01eaab343580944bc56080ebe0a674b39ec44a945e6d09ba7db3cb8cec289350"},
    {file = "pure_eval-0.2.2.tar.gz", hash = "sha256:2b45320af6dfaa1750f543d714b6d1c520a1688dec6fd24d339063ce0aaa9ac3"},
]
py = []
pygments = []
pyitlib = []
pyparsing = []
pytest = []
python-dateutil = [
    {file = "python-dateutil-2.8.2.tar.gz", hash = "sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86"},
    {file = "python_dateutil-2.8.2-py2.py3-none-any.whl", hash = "sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"},
]
pytz = []
pyvis = []
pyyaml = [
    {file = "PyYAML-6.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d4db7c7aef085872ef65a8fd7d6d09a14ae91f691dec3e87ee5ee0539d516f53"},
    {file = "PyYAML-6.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9df7ed3b3d2e0ecfe09e14741b857df43adb5a3ddadc919a2d94fbdf78fea53c"},
    {file = "PyYAML-6.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:77f396e6ef4c73fdc33a9157446466f1cff553d979bd00ecb64385760c6babdc"},
    {file = "PyYAML-6.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a80a78046a72361de73f8f395f1f1e49f956c6be882eed58505a15f3e430962b"},
    {file = "PyYAML-6.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:f84fbc98b019fef2ee9a1cb3ce93e3187a6df0b2538a651bfb890254ba9f90b5"},
    {file = "PyYAML-6.0-cp310-cp310-win32.whl", hash = "sha256:2cd5df3de48857ed0544b34e2d40e9fac445930039f3cfe4bcc592a1f836d513"},
    {file = "PyYAML-6.0-cp310-cp310-win_amd64.whl", hash = "sha256:daf496c58a8c52083df09b80c860005194014c3698698d1a57cbcfa182142a3a"},
    {file = "PyYAML-6.0-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:897b80890765f037df3403d22bab41627ca8811ae55e9a722fd0392850ec4d86"},
    {file = "PyYAML-6.0-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:50602afada6d6cbfad699b0c7bb50d5ccffa7e46a3d738092afddc1f9758427f"},
    {file = "PyYAML-6.0-cp36-cp36m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:48c346915c114f5fdb3ead70312bd042a953a8ce5c7106d5bfb1a5254e47da92"},
    {file = "PyYAML-6.0-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:98c4d36e99714e55cfbaaee6dd5badbc9a1ec339ebfc3b1f52e293aee6bb71a4"},
    {file = "PyYAML-6.0-cp36-cp36m-win32.whl", hash = "sha256:0283c35a6a9fbf047493e3a0ce8d79ef5030852c51e9d911a27badfde0605293"},
    {file = "PyYAML-6.0-cp36-cp36m-win_amd64.whl", hash = "sha256:07751360502caac1c067a8132d150cf3d61339af5691fe9e87803040dbc5db57"},
    {file = "PyYAML-6.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:819b3830a1543db06c4d4b865e70ded25be52a2e0631ccd2f6a47a2822f2fd7c"},
    {file = "PyYAML-6.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:473f9edb243cb1935ab5a084eb238d842fb8f404ed2193a915d1784b5a6b5fc0"},
    {file = "PyYAML-6.0-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:0ce82d761c532fe4ec3f87fc45688bdd3a4c1dc5e0b4a19814b9009a29baefd4"},
    {file = "PyYAML-6.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:231710d57adfd809ef5d34183b8ed1eeae3f76459c18fb4a0b373ad56bedcdd9"},
    {file = "PyYAML-6.0-cp37-cp37m-win32.whl", hash = "sha256:c5687b8d43cf58545ade1fe3e055f70eac7a5a1a0bf42824308d868289a95737"},
    {file = "PyYAML-6.0-cp37-cp37m-win_amd64.whl", hash = "sha256:d15a181d1ecd0d4270dc32edb46f7cb7733c7c508857278d3d378d14d606db2d"},
    {file = "PyYAML-6.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:0b4624f379dab24d3725ffde76559cff63d9ec94e1736b556dacdfebe5ab6d4b"},
    {file = "PyYAML-6.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:213c60cd50106436cc818accf5baa1aba61c0189ff610f64f4a3e8c6726218ba"},
    {file = "PyYAML-6.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9fa600030013c4de8165339db93d182b9431076eb98eb40ee068700c9c813e34"},
    {file = "PyYAML-6.0-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:277a0ef2981ca40581a47093e9e2d13b3f1fbbeffae064c1d21bfceba2030287"},
    {file = "PyYAML-6.0-cp38-cp38-win32.whl", hash = "sha256:d4eccecf9adf6fbcc6861a38015c2a64f38b9d94838ac1810a9023a0609e1b78"},
    {file = "PyYAML-6.0-cp38-cp38-win_amd64.whl", hash = "sha256:1e4747bc279b4f613a09eb64bba2ba602d8a6664c6ce6396a4d0cd413a50ce07"},
    {file = "PyYAML-6.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:055d937d65826939cb044fc8c9b08889e8c743fdc6a32b33e2390f66013e449b"},
    {file = "PyYAML-6.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:e61ceaab6f49fb8bdfaa0f92c4b57bcfbea54c09277b1b4f7ac376bfb7a7c174"},
    {file = "PyYAML-6.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d67d839ede4ed1b28a4e8909735fc992a923cdb84e618544973d7dfc71540803"},
    {file = "PyYAML-6.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:cba8c411ef271aa037d7357a2bc8f9ee8b58b9965831d9e51baf703280dc73d3"},
    {file = "PyYAML-6.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:40527857252b61eacd1d9af500c3337ba8deb8fc298940291486c465c8b46ec0"},
    {file = "PyYAML-6.0-cp39-cp39-win32.whl", hash = "sha256:b5b9eccad747aabaaffbc6064800670f0c297e52c12754eb1d976c57e4f74dcb"},
    {file = "PyYAML-6.0-cp39-cp39-win_amd64.whl", hash = "sha256:b3d267842bf12586ba6c734f89d1f5b871df0273157918b0ccefa29deb05c21c"},
    {file = "PyYAML-6.0.tar.gz", hash = "sha256:68fb519c14306fec9720a2a5b45bc9f0c8d1b9c72adf45c37baedfcd949c35a2"},
]
scikit-learn = []
scipy = []
seaborn = []
setuptools-scm = []
six = [
    {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
    {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
]
stack-data = []
statsmodels = [
    {file = "statsmodels-0.13.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:3e7ca5b7e678c0bb7a24f5c735d58ac104a50eb61b17c484cce0e221a095560f"},
    {file = "statsmodels-0.13.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:066a75d5585378b2df972f81a90b9a3da5e567b7d4833300c1597438c1a35e29"},
    {file = "statsmodels-0.13.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f15f38dfc9c5c091662cb619e12322047368c67aef449c7554d9b324a15f7a94"},
    {file = "statsmodels-0.13.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5c4ccc6b4744613367e8a233bd952c8a838db8f528f9fe033bda25aa13fc7d08"},
    {file = "statsmodels-0.13.2-cp310-cp310-win_amd64.whl", hash = "sha256:855b1cc2a91ab140b9bcf304b1731705805ce73223bf500b988804968554c0ed"},
    {file = "statsmodels-0.13.2-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:b69c9af7606325095f7c40c581957bad9f28775653d41537c1ec4cd1b185ff5b"},
    {file = "statsmodels-0.13.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ab31bac0f72b83bca1f217a12ec6f309a56485a50c4a705fbdd63112213d4da4"},
    {file = "statsmodels-0.13.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5d680b910b57fc0aa87472662cdfe09aae0e21db4bdf19ccd6420fd4dffda892"},
    {file = "statsmodels-0.13.2-cp37-cp37m-win32.whl", hash = "sha256:9e9a3f661d372431850d55157d049e079493c97fc06f550d23d8c8c70805cc48"},
    {file = "statsmodels-0.13.2-cp37-cp37m-win_amd64.whl", hash = "sha256:c9f6326870c095ef688f072cd476b932aff0906d60193eaa08e93ec23b29ca83"},
    {file = "statsmodels-0.13.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:5bc050f25f1ba1221efef9ea01b751c60935ad787fcd4259f4ece986f2da9141"},
    {file = "statsmodels-0.13.2-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:426b1c8ea3918d3d27dbfa38f2bee36cabf41d32163e2cbb3adfb0178b24626a"},
    {file = "statsmodels-0.13.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:45b80fac4a63308b1e93fa9dc27a8598930fd5dfd77c850ca077bb850254c6d7"},
    {file = "statsmodels-0.13.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:78ee69ec0e0f79f627245c65f8a495b8581c2ea19084aac63941815feb15dcf3"},
    {file = "statsmodels-0.13.2-cp38-cp38-win32.whl", hash = "sha256:20483cc30e11aa072b30d307bb80470f86a23ae8fffa51439ca54509d7aa9b05"},
    {file = "statsmodels-0.13.2-cp38-cp38-win_amd64.whl", hash = "sha256:bf43051a92231ccb9de95e4b6d22d3b15e499ee5ee9bff0a20e6b6ad293e34cb"},
    {file = "statsmodels-0.13.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:6bf0dfed5f5edb59b5922b295392cd276463b10a5e730f7e57ee4ff2d8e9a87e"},
    {file = "statsmodels-0.13.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:a403b559c5586dab7ac0fc9e754c737b017c96cce0ddd66ff9094764cdaf293d"},
    {file = "statsmodels-0.13.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9f23554dd025ea354ce072ba32bfaa840d2b856372e5734290e181d27a1f9e0c"},
    {file = "statsmodels-0.13.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:815f4df713e3eb6f40ae175c71f2a70d32f9219b5b4d23d4e0faab1171ba93ba"},
    {file = "statsmodels-0.13.2-cp39-cp39-win32.whl", hash = "sha256:461c82ab2265fa8457b96afc23ef3ca19f42eb070436e0241b57e58a38863901"},
    {file = "statsmodels-0.13.2-cp39-cp39-win_amd64.whl", hash = "sha256:39daab5a8a9332c8ea83d6464d065080c9ba65f236daf6a64aa18f64ef776fad"},
    {file = "statsmodels-0.13.2.tar.gz", hash = "sha256:77dc292c9939c036a476f1770f9d08976b05437daa229928da73231147cde7d4"},
]
threadpoolctl = [
    {file = "threadpoolctl-3.1.0-py3-none-any.whl", hash = "sha256:8b99adda265feb6773280df41eece7b2e6561b772d21ffd52e372f999024907b"},
    {file = "threadpoolctl-3.1.0.tar.gz", hash = "sha256:a335baacfaa4400ae1f0d8e3a58d6674d2f8828e3716bb2802c44955ad391380"},
]
tomli = [
    {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
]
torch = []
tqdm = []
traitlets = []
typing-extensions = []
wcwidth = [
    {file = "wcwidth-0.2.5-py2.py3-none-any.whl", hash = "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784"},
    {file = "wcwidth-0.2.5.tar.gz", hash = "sha256:c4d647b99872929fdb7bdcaa4fbe7f01413ed3d98077df798530e5b04f116c83"},
]