From 6754c9905be7314cc6769be8070aedc4bdc38e5f Mon Sep 17 00:00:00 2001
From: Rozlana <rozlanka@gmail.com>
Date: Sun, 21 Aug 2022 16:57:57 +0300
Subject: [PATCH 1/4] update statsmodels

---
 poetry.lock    | 664 ++++++++++++++++++++++++-------------------------
 pyproject.toml |   2 +-
 2 files changed, 320 insertions(+), 346 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 4b9df17..3436ebb 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,63 +1,62 @@
 [[package]]
-category = "dev"
-description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 name = "appdirs"
+version = "1.4.4"
+description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+category = "dev"
 optional = false
 python-versions = "*"
-version = "1.4.4"
 
 [[package]]
-category = "dev"
-description = "Utilities for refactoring imports in python-like syntax."
 name = "aspy.refactor-imports"
+version = "2.1.1"
+description = "Utilities for refactoring imports in python-like syntax."
+category = "dev"
 optional = false
 python-versions = ">=3.6.1"
-version = "2.1.1"
 
 [package.dependencies]
 cached-property = "*"
 
 [[package]]
-category = "dev"
-description = "Atomic file writes."
-marker = "sys_platform == \"win32\""
 name = "atomicwrites"
+version = "1.4.0"
+description = "Atomic file writes."
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "1.4.0"
 
 [[package]]
-category = "dev"
-description = "Classes Without Boilerplate"
 name = "attrs"
+version = "20.3.0"
+description = "Classes Without Boilerplate"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "20.3.0"
 
 [package.extras]
-dev = ["coverage (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface", "furo", "sphinx", "pre-commit"]
-docs = ["furo", "sphinx", "zope.interface"]
-tests = ["coverage (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface"]
-tests_no_zope = ["coverage (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six"]
+tests_no_zope = ["six", "pytest (>=4.3.0)", "pympler", "hypothesis", "coverage[toml] (>=5.0.2)"]
+tests = ["zope.interface", "six", "pytest (>=4.3.0)", "pympler", "hypothesis", "coverage[toml] (>=5.0.2)"]
+docs = ["zope.interface", "sphinx", "furo"]
+dev = ["pre-commit", "sphinx", "furo", "zope.interface", "six", "pytest (>=4.3.0)", "pympler", "hypothesis", "coverage[toml] (>=5.0.2)"]
 
 [[package]]
-category = "dev"
-description = "Removes unused imports and unused variables"
 name = "autoflake"
+version = "1.4"
+description = "Removes unused imports and unused variables"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "1.4"
 
 [package.dependencies]
 pyflakes = ">=1.1.0"
 
 [[package]]
-category = "dev"
-description = "The uncompromising code formatter."
 name = "black"
+version = "19.10b0"
+description = "The uncompromising code formatter."
+category = "dev"
 optional = false
 python-versions = ">=3.6"
-version = "19.10b0"
 
 [package.dependencies]
 appdirs = "*"
@@ -69,15 +68,15 @@ toml = ">=0.9.4"
 typed-ast = ">=1.4.0"
 
 [package.extras]
-d = ["aiohttp (>=3.3.2)", "aiohttp-cors"]
+d = ["aiohttp-cors", "aiohttp (>=3.3.2)"]
 
 [[package]]
-category = "dev"
-description = "An easy safelist-based HTML-sanitizing tool."
 name = "bleach"
+version = "3.2.1"
+description = "An easy safelist-based HTML-sanitizing tool."
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "3.2.1"
 
 [package.dependencies]
 packaging = "*"
@@ -85,108 +84,104 @@ six = ">=1.9.0"
 webencodings = "*"
 
 [[package]]
-category = "dev"
-description = "A decorator for caching properties in classes."
 name = "cached-property"
+version = "1.5.2"
+description = "A decorator for caching properties in classes."
+category = "dev"
 optional = false
 python-versions = "*"
-version = "1.5.2"
 
 [[package]]
-category = "dev"
-description = "Python package for providing Mozilla's CA Bundle."
 name = "certifi"
+version = "2020.12.5"
+description = "Python package for providing Mozilla's CA Bundle."
+category = "dev"
 optional = false
 python-versions = "*"
-version = "2020.12.5"
 
 [[package]]
-category = "dev"
-description = "Foreign Function Interface for Python calling C code."
-marker = "sys_platform == \"linux\""
 name = "cffi"
+version = "1.14.4"
+description = "Foreign Function Interface for Python calling C code."
+category = "dev"
 optional = false
 python-versions = "*"
-version = "1.14.4"
 
 [package.dependencies]
 pycparser = "*"
 
 [[package]]
-category = "dev"
-description = "Validate configuration and produce human readable error messages."
 name = "cfgv"
+version = "3.2.0"
+description = "Validate configuration and produce human readable error messages."
+category = "dev"
 optional = false
 python-versions = ">=3.6.1"
-version = "3.2.0"
 
 [[package]]
-category = "dev"
-description = "Universal encoding detector for Python 2 and 3"
 name = "chardet"
+version = "4.0.0"
+description = "Universal encoding detector for Python 2 and 3"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "4.0.0"
 
 [[package]]
-category = "dev"
-description = "Composable command line interface toolkit"
 name = "click"
+version = "7.1.2"
+description = "Composable command line interface toolkit"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "7.1.2"
 
 [[package]]
-category = "dev"
-description = "Cross-platform colored terminal text."
 name = "colorama"
+version = "0.4.4"
+description = "Cross-platform colored terminal text."
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "0.4.4"
 
 [[package]]
-category = "dev"
-description = "Code coverage measurement for Python"
 name = "coverage"
+version = "5.3.1"
+description = "Code coverage measurement for Python"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
-version = "5.3.1"
 
 [package.dependencies]
-[package.dependencies.toml]
-optional = true
-version = "*"
+toml = {version = "*", optional = true, markers = "extra == \"toml\""}
 
 [package.extras]
 toml = ["toml"]
 
 [[package]]
-category = "dev"
-description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
-marker = "sys_platform == \"linux\""
 name = "cryptography"
+version = "3.3.1"
+description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
+category = "dev"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*"
-version = "3.3.1"
 
 [package.dependencies]
 cffi = ">=1.12"
 six = ">=1.4.1"
 
 [package.extras]
-docs = ["sphinx (>=1.6.5,<1.8.0 || >1.8.0,<3.1.0 || >3.1.0,<3.1.1 || >3.1.1)", "sphinx-rtd-theme"]
+docs = ["sphinx (>=1.6.5,!=1.8.0,!=3.1.0,!=3.1.1)", "sphinx-rtd-theme"]
 docstest = ["doc8", "pyenchant (>=1.6.11)", "twine (>=1.12.0)", "sphinxcontrib-spelling (>=4.0.1)"]
 pep8test = ["black", "flake8", "flake8-import-order", "pep8-naming"]
 ssh = ["bcrypt (>=3.1.5)"]
-test = ["pytest (>=3.6.0,<3.9.0 || >3.9.0,<3.9.1 || >3.9.1,<3.9.2 || >3.9.2)", "pretend", "iso8601", "pytz", "hypothesis (>=1.11.4,<3.79.2 || >3.79.2)"]
+test = ["pytest (>=3.6.0,!=3.9.0,!=3.9.1,!=3.9.2)", "pretend", "iso8601", "pytz", "hypothesis (>=1.11.4,!=3.79.2)"]
 
 [[package]]
-category = "dev"
-description = "Tool for detecting secrets in the codebase"
 name = "detect-secrets"
+version = "0.14.3"
+description = "Tool for detecting secrets in the codebase"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "0.14.3"
 
 [package.dependencies]
 pyyaml = "*"
@@ -196,171 +191,163 @@ requests = "*"
 word_list = ["pyahocorasick"]
 
 [[package]]
-category = "dev"
-description = "Distribution utilities"
 name = "distlib"
+version = "0.3.1"
+description = "Distribution utilities"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "0.3.1"
 
 [[package]]
-category = "dev"
-description = "Docutils -- Python Documentation Utilities"
 name = "docutils"
+version = "0.16"
+description = "Docutils -- Python Documentation Utilities"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "0.16"
 
 [[package]]
-category = "dev"
-description = "A platform independent file lock."
 name = "filelock"
+version = "3.0.12"
+description = "A platform independent file lock."
+category = "dev"
 optional = false
 python-versions = "*"
-version = "3.0.12"
 
 [[package]]
-category = "dev"
-description = "A library for property-based testing"
 name = "hypothesis"
+version = "5.49.0"
+description = "A library for property-based testing"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
-version = "5.49.0"
 
 [package.dependencies]
 attrs = ">=19.2.0"
 sortedcontainers = ">=2.1.0,<3.0.0"
 
 [package.extras]
-all = ["black (>=19.10b0)", "click (>=7.0)", "django (>=2.2)", "dpcontracts (>=0.4)", "lark-parser (>=0.6.5)", "libcst (>=0.3.16)", "numpy (>=1.9.0)", "pandas (>=0.25)", "pytest (>=4.3)", "python-dateutil (>=1.4)", "pytz (>=2014.1)", "redis (>=3.0.0)", "importlib-resources (>=3.3.0)", "importlib-metadata", "backports.zoneinfo (>=0.2.1)", "tzdata (>=2020.4)"]
-cli = ["click (>=7.0)", "black (>=19.10b0)"]
-codemods = ["libcst (>=0.3.16)"]
-dateutil = ["python-dateutil (>=1.4)"]
-django = ["pytz (>=2014.1)", "django (>=2.2)"]
-dpcontracts = ["dpcontracts (>=0.4)"]
-ghostwriter = ["black (>=19.10b0)"]
-lark = ["lark-parser (>=0.6.5)"]
-numpy = ["numpy (>=1.9.0)"]
-pandas = ["pandas (>=0.25)"]
-pytest = ["pytest (>=4.3)"]
-pytz = ["pytz (>=2014.1)"]
+zoneinfo = ["tzdata (>=2020.4)", "backports.zoneinfo (>=0.2.1)", "importlib-resources (>=3.3.0)"]
 redis = ["redis (>=3.0.0)"]
-zoneinfo = ["importlib-resources (>=3.3.0)", "backports.zoneinfo (>=0.2.1)", "tzdata (>=2020.4)"]
+pytz = ["pytz (>=2014.1)"]
+pytest = ["pytest (>=4.3)"]
+pandas = ["pandas (>=0.25)"]
+numpy = ["numpy (>=1.9.0)"]
+lark = ["lark-parser (>=0.6.5)"]
+ghostwriter = ["black (>=19.10b0)"]
+dpcontracts = ["dpcontracts (>=0.4)"]
+django = ["django (>=2.2)", "pytz (>=2014.1)"]
+dateutil = ["python-dateutil (>=1.4)"]
+codemods = ["libcst (>=0.3.16)"]
+cli = ["black (>=19.10b0)", "click (>=7.0)"]
+all = ["tzdata (>=2020.4)", "backports.zoneinfo (>=0.2.1)", "importlib-metadata", "importlib-resources (>=3.3.0)", "redis (>=3.0.0)", "pytz (>=2014.1)", "python-dateutil (>=1.4)", "pytest (>=4.3)", "pandas (>=0.25)", "numpy (>=1.9.0)", "libcst (>=0.3.16)", "lark-parser (>=0.6.5)", "dpcontracts (>=0.4)", "django (>=2.2)", "click (>=7.0)", "black (>=19.10b0)"]
 
 [[package]]
-category = "dev"
-description = "File identification library for Python"
 name = "identify"
+version = "1.5.12"
+description = "File identification library for Python"
+category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-version = "1.5.12"
 
 [package.extras]
 license = ["editdistance"]
 
 [[package]]
-category = "dev"
-description = "Internationalized Domain Names in Applications (IDNA)"
 name = "idna"
+version = "2.10"
+description = "Internationalized Domain Names in Applications (IDNA)"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "2.10"
 
 [[package]]
-category = "dev"
-description = "Read metadata from Python packages"
-marker = "python_version < \"3.8\""
 name = "importlib-metadata"
+version = "3.4.0"
+description = "Read metadata from Python packages"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
-version = "3.4.0"
 
 [package.dependencies]
+typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""}
 zipp = ">=0.5"
 
-[package.dependencies.typing-extensions]
-python = "<3.8"
-version = ">=3.6.4"
-
 [package.extras]
-docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
-testing = ["pytest (>=3.5,<3.7.3 || >3.7.3)", "pytest-checkdocs (>=1.2.3)", "pytest-flake8", "pytest-cov", "pytest-enabler", "packaging", "pep517", "pyfakefs", "flufl.flake8", "pytest-black (>=0.3.7)", "pytest-mypy", "importlib-resources (>=1.3)"]
+testing = ["importlib-resources (>=1.3)", "pytest-mypy", "pytest-black (>=0.3.7)", "flufl.flake8", "pyfakefs", "pep517", "packaging", "pytest-enabler", "pytest-cov", "pytest-flake8", "pytest-checkdocs (>=1.2.3)", "pytest (>=3.5,!=3.7.3)"]
+docs = ["rst.linker (>=1.9)", "jaraco.packaging (>=8.2)", "sphinx"]
 
 [[package]]
-category = "dev"
-description = "Low-level, pure Python DBus protocol wrapper."
-marker = "sys_platform == \"linux\""
 name = "jeepney"
+version = "0.6.0"
+description = "Low-level, pure Python DBus protocol wrapper."
+category = "dev"
 optional = false
 python-versions = ">=3.6"
-version = "0.6.0"
 
 [package.extras]
-test = ["pytest", "pytest-trio", "pytest-asyncio", "testpath", "trio"]
+test = ["trio", "testpath", "pytest-asyncio", "pytest-trio", "pytest"]
 
 [[package]]
-category = "dev"
-description = "Store and access your passwords safely."
 name = "keyring"
+version = "21.8.0"
+description = "Store and access your passwords safely."
+category = "dev"
 optional = false
 python-versions = ">=3.6"
-version = "21.8.0"
 
 [package.dependencies]
-SecretStorage = ">=3.2"
-jeepney = ">=0.4.2"
-pywin32-ctypes = "<0.1.0 || >0.1.0,<0.1.1 || >0.1.1"
-
-[package.dependencies.importlib-metadata]
-python = "<3.8"
-version = ">=1"
+importlib-metadata = {version = ">=1", markers = "python_version < \"3.8\""}
+jeepney = {version = ">=0.4.2", markers = "sys_platform == \"linux\""}
+pywin32-ctypes = {version = "<0.1.0 || >0.1.0,<0.1.1 || >0.1.1", markers = "sys_platform == \"win32\""}
+SecretStorage = {version = ">=3.2", markers = "sys_platform == \"linux\""}
 
 [package.extras]
-docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
-testing = ["pytest (>=3.5,<3.7.3 || >3.7.3)", "pytest-checkdocs (>=1.2.3)", "pytest-flake8", "pytest-cov", "jaraco.test (>=3.2.0)", "pytest-black (>=0.3.7)", "pytest-mypy"]
+testing = ["pytest-mypy", "pytest-black (>=0.3.7)", "jaraco.test (>=3.2.0)", "pytest-cov", "pytest-flake8", "pytest-checkdocs (>=1.2.3)", "pytest (>=3.5,!=3.7.3)"]
+docs = ["rst.linker (>=1.9)", "jaraco.packaging (>=8.2)", "sphinx"]
 
 [[package]]
-category = "dev"
-description = "More routines for operating on iterables, beyond itertools"
 name = "more-itertools"
+version = "8.6.0"
+description = "More routines for operating on iterables, beyond itertools"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
-version = "8.6.0"
 
 [[package]]
-category = "dev"
-description = "Node.js virtual environment builder"
 name = "nodeenv"
+version = "1.5.0"
+description = "Node.js virtual environment builder"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "1.5.0"
 
 [[package]]
-category = "main"
-description = "NumPy is the fundamental package for array computing with Python."
 name = "numpy"
+version = "1.19.5"
+description = "NumPy is the fundamental package for array computing with Python."
+category = "main"
 optional = false
 python-versions = ">=3.6"
-version = "1.19.5"
 
 [[package]]
-category = "dev"
-description = "Core utilities for Python packages"
 name = "packaging"
+version = "21.3"
+description = "Core utilities for Python packages"
+category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "20.8"
+python-versions = ">=3.6"
 
 [package.dependencies]
-pyparsing = ">=2.0.2"
+pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
 
 [[package]]
-category = "main"
-description = "Powerful data structures for data analysis, time series, and statistics"
 name = "pandas"
+version = "1.1.5"
+description = "Powerful data structures for data analysis, time series, and statistics"
+category = "main"
 optional = false
 python-versions = ">=3.6.1"
-version = "1.1.5"
 
 [package.dependencies]
 numpy = ">=1.15.4"
@@ -368,250 +355,243 @@ python-dateutil = ">=2.7.3"
 pytz = ">=2017.2"
 
 [package.extras]
-test = ["pytest (>=4.0.2)", "pytest-xdist", "hypothesis (>=3.58)"]
+test = ["hypothesis (>=3.58)", "pytest-xdist", "pytest (>=4.0.2)"]
 
 [[package]]
-category = "dev"
-description = "Utility library for gitignore style pattern matching of file paths."
 name = "pathspec"
+version = "0.8.1"
+description = "Utility library for gitignore style pattern matching of file paths."
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "0.8.1"
 
 [[package]]
-category = "main"
-description = "A Python package for describing statistical models and for building design matrices."
 name = "patsy"
+version = "0.5.2"
+description = "A Python package for describing statistical models and for building design matrices."
+category = "main"
 optional = false
 python-versions = "*"
-version = "0.5.1"
 
 [package.dependencies]
 numpy = ">=1.4"
 six = "*"
 
+[package.extras]
+test = ["scipy", "pytest-cov", "pytest"]
+
 [[package]]
-category = "dev"
-description = "Query metadatdata from sdists / bdists / installed packages."
 name = "pkginfo"
+version = "1.6.1"
+description = "Query metadatdata from sdists / bdists / installed packages."
+category = "dev"
 optional = false
 python-versions = "*"
-version = "1.6.1"
 
 [package.extras]
-testing = ["nose", "coverage"]
+testing = ["coverage", "nose"]
 
 [[package]]
-category = "dev"
-description = "plugin and hook calling mechanisms for python"
 name = "pluggy"
+version = "0.13.1"
+description = "plugin and hook calling mechanisms for python"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "0.13.1"
 
 [package.dependencies]
-[package.dependencies.importlib-metadata]
-python = "<3.8"
-version = ">=0.12"
+importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
 
 [package.extras]
-dev = ["pre-commit", "tox"]
+dev = ["tox", "pre-commit"]
 
 [[package]]
-category = "dev"
-description = "A framework for managing and maintaining multi-language pre-commit hooks."
 name = "pre-commit"
+version = "2.9.3"
+description = "A framework for managing and maintaining multi-language pre-commit hooks."
+category = "dev"
 optional = false
 python-versions = ">=3.6.1"
-version = "2.9.3"
 
 [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 = "*"
 virtualenv = ">=20.0.8"
 
-[package.dependencies.importlib-metadata]
-python = "<3.8"
-version = "*"
-
 [[package]]
-category = "dev"
-description = "library with cross-python path, ini-parsing, io, code, log facilities"
 name = "py"
+version = "1.10.0"
+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.*"
-version = "1.10.0"
 
 [[package]]
-category = "dev"
-description = "C parser in Python"
-marker = "sys_platform == \"linux\""
 name = "pycparser"
+version = "2.20"
+description = "C parser in Python"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "2.20"
 
 [[package]]
-category = "dev"
-description = "passive checker of Python programs"
 name = "pyflakes"
+version = "2.2.0"
+description = "passive checker of Python programs"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "2.2.0"
 
 [[package]]
-category = "dev"
-description = "Pygments is a syntax highlighting package written in Python."
 name = "pygments"
+version = "2.7.3"
+description = "Pygments is a syntax highlighting package written in Python."
+category = "dev"
 optional = false
 python-versions = ">=3.5"
-version = "2.7.3"
 
 [[package]]
-category = "dev"
-description = "Python parsing module"
 name = "pyparsing"
+version = "2.4.7"
+description = "Python parsing module"
+category = "main"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
-version = "2.4.7"
 
 [[package]]
-category = "dev"
-description = "pytest: simple powerful testing with Python"
 name = "pytest"
+version = "5.4.3"
+description = "pytest: simple powerful testing with Python"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
-version = "5.4.3"
 
 [package.dependencies]
-atomicwrites = ">=1.0"
+atomicwrites = {version = ">=1.0", markers = "sys_platform == \"win32\""}
 attrs = ">=17.4.0"
-colorama = "*"
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
 more-itertools = ">=4.0.0"
 packaging = "*"
 pluggy = ">=0.12,<1.0"
 py = ">=1.5.0"
 wcwidth = "*"
 
-[package.dependencies.importlib-metadata]
-python = "<3.8"
-version = ">=0.12"
-
 [package.extras]
-checkqa-mypy = ["mypy (v0.761)"]
-testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "requests", "xmlschema"]
+testing = ["xmlschema", "requests", "nose", "mock", "hypothesis (>=3.56)", "argcomplete"]
+checkqa-mypy = ["mypy (==v0.761)"]
 
 [[package]]
-category = "dev"
-description = "Pytest plugin for measuring coverage."
 name = "pytest-cov"
+version = "2.10.1"
+description = "Pytest plugin for measuring coverage."
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "2.10.1"
 
 [package.dependencies]
 coverage = ">=4.4"
 pytest = ">=4.6"
 
 [package.extras]
-testing = ["fields", "hunter", "process-tests (2.0.2)", "six", "pytest-xdist", "virtualenv"]
+testing = ["virtualenv", "pytest-xdist", "six", "process-tests (==2.0.2)", "hunter", "fields"]
 
 [[package]]
-category = "dev"
-description = "Thin-wrapper around the mock package for easier use with pytest"
 name = "pytest-mock"
+version = "3.5.1"
+description = "Thin-wrapper around the mock package for easier use with pytest"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
-version = "3.5.1"
 
 [package.dependencies]
 pytest = ">=5.0"
 
 [package.extras]
-dev = ["pre-commit", "tox", "pytest-asyncio"]
+dev = ["pytest-asyncio", "tox", "pre-commit"]
 
 [[package]]
-category = "main"
-description = "Extensions to the standard Python datetime module"
 name = "python-dateutil"
+version = "2.8.1"
+description = "Extensions to the standard Python datetime module"
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
-version = "2.8.1"
 
 [package.dependencies]
 six = ">=1.5"
 
 [[package]]
-category = "main"
-description = "World timezone definitions, modern and historical"
 name = "pytz"
+version = "2020.5"
+description = "World timezone definitions, modern and historical"
+category = "main"
 optional = false
 python-versions = "*"
-version = "2020.5"
 
 [[package]]
-category = "dev"
-description = ""
-marker = "sys_platform == \"win32\""
 name = "pywin32-ctypes"
+version = "0.2.0"
+description = ""
+category = "dev"
 optional = false
 python-versions = "*"
-version = "0.2.0"
 
 [[package]]
-category = "dev"
-description = "YAML parser and emitter for Python"
 name = "pyyaml"
+version = "5.3.1"
+description = "YAML parser and emitter for Python"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "5.3.1"
 
 [[package]]
-category = "dev"
-description = "readme_renderer is a library for rendering \"readme\" descriptions for Warehouse"
 name = "readme-renderer"
+version = "28.0"
+description = "readme_renderer is a library for rendering \"readme\" descriptions for Warehouse"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "28.0"
 
 [package.dependencies]
-Pygments = ">=2.5.1"
 bleach = ">=2.1.0"
 docutils = ">=0.13.1"
+Pygments = ">=2.5.1"
 six = "*"
 
 [package.extras]
 md = ["cmarkgfm (>=0.2.0)"]
 
 [[package]]
-category = "dev"
-description = "Alternative regular expression module, to replace re."
 name = "regex"
+version = "2020.11.13"
+description = "Alternative regular expression module, to replace re."
+category = "dev"
 optional = false
 python-versions = "*"
-version = "2020.11.13"
 
 [[package]]
-category = "dev"
-description = "Tool for reordering python imports"
 name = "reorder-python-imports"
+version = "2.3.6"
+description = "Tool for reordering python imports"
+category = "dev"
 optional = false
 python-versions = ">=3.6.1"
-version = "2.3.6"
 
 [package.dependencies]
 "aspy.refactor-imports" = ">=2.1.0"
 
 [[package]]
-category = "dev"
-description = "Python HTTP for Humans."
 name = "requests"
+version = "2.25.1"
+description = "Python HTTP for Humans."
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "2.25.1"
 
 [package.dependencies]
 certifi = ">=2017.4.17"
@@ -620,125 +600,126 @@ idna = ">=2.5,<3"
 urllib3 = ">=1.21.1,<1.27"
 
 [package.extras]
-security = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)"]
-socks = ["PySocks (>=1.5.6,<1.5.7 || >1.5.7)", "win-inet-pton"]
+socks = ["win-inet-pton", "PySocks (>=1.5.6,!=1.5.7)"]
+security = ["cryptography (>=1.3.4)", "pyOpenSSL (>=0.14)"]
 
 [[package]]
-category = "dev"
-description = "A utility belt for advanced users of python-requests"
 name = "requests-toolbelt"
+version = "0.9.1"
+description = "A utility belt for advanced users of python-requests"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "0.9.1"
 
 [package.dependencies]
 requests = ">=2.0.1,<3.0.0"
 
 [[package]]
-category = "dev"
-description = "Validating URI References per RFC 3986"
 name = "rfc3986"
+version = "1.4.0"
+description = "Validating URI References per RFC 3986"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "1.4.0"
 
 [package.extras]
 idna2008 = ["idna"]
 
 [[package]]
-category = "main"
-description = "SciPy: Scientific Library for Python"
 name = "scipy"
+version = "1.6.0"
+description = "SciPy: Scientific Library for Python"
+category = "main"
 optional = false
 python-versions = ">=3.7"
-version = "1.6.0"
 
 [package.dependencies]
 numpy = ">=1.16.5"
 
 [[package]]
-category = "dev"
-description = "Python bindings to FreeDesktop.org Secret Service API"
-marker = "sys_platform == \"linux\""
 name = "secretstorage"
+version = "3.3.0"
+description = "Python bindings to FreeDesktop.org Secret Service API"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
-version = "3.3.0"
 
 [package.dependencies]
 cryptography = ">=2.0"
 jeepney = ">=0.6"
 
 [[package]]
-category = "main"
-description = "Kalman filters vectorized as Single Instruction, Multiple Data"
 name = "simdkalman"
+version = "1.0.1"
+description = "Kalman filters vectorized as Single Instruction, Multiple Data"
+category = "main"
 optional = false
 python-versions = "*"
-version = "1.0.1"
 
 [package.dependencies]
 numpy = ">=1.9.0"
 
 [package.extras]
-dev = ["check-manifest"]
-docs = ["sphinx"]
 test = ["nose"]
+docs = ["sphinx"]
+dev = ["check-manifest"]
 
 [[package]]
-category = "main"
-description = "Python 2 and 3 compatibility utilities"
 name = "six"
+version = "1.15.0"
+description = "Python 2 and 3 compatibility utilities"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
-version = "1.15.0"
 
 [[package]]
-category = "dev"
-description = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set"
 name = "sortedcontainers"
+version = "2.3.0"
+description = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "2.3.0"
 
 [[package]]
-category = "main"
-description = "Statistical computations and models for Python"
 name = "statsmodels"
+version = "0.13.2"
+description = "Statistical computations and models for Python"
+category = "main"
 optional = false
-python-versions = ">=3.6"
-version = "0.12.1"
+python-versions = ">=3.7"
 
 [package.dependencies]
-numpy = ">=1.15"
-pandas = ">=0.21"
-patsy = ">=0.5"
-scipy = ">=1.1"
+numpy = ">=1.17"
+packaging = ">=21.3"
+pandas = ">=0.25"
+patsy = ">=0.5.2"
+scipy = ">=1.3"
 
 [package.extras]
-build = ["cython (>=0.29)"]
-develop = ["cython (>=0.29)"]
+build = ["cython (>=0.29.26)"]
+develop = ["cython (>=0.29.26)"]
 docs = ["sphinx", "nbconvert", "jupyter-client", "ipykernel", "matplotlib", "nbformat", "numpydoc", "pandas-datareader"]
 
 [[package]]
-category = "dev"
-description = "Python Library for Tom's Obvious, Minimal Language"
 name = "toml"
+version = "0.10.2"
+description = "Python Library for Tom's Obvious, Minimal Language"
+category = "dev"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
-version = "0.10.2"
 
 [[package]]
-category = "dev"
-description = "tox is a generic virtualenv management and test command line tool"
 name = "tox"
+version = "3.21.0"
+description = "tox is a generic virtualenv management and test command line tool"
+category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
-version = "3.21.0"
 
 [package.dependencies]
-colorama = ">=0.4.1"
+colorama = {version = ">=0.4.1", markers = "platform_system == \"Windows\""}
 filelock = ">=3.0.0"
+importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
 packaging = ">=14"
 pluggy = ">=0.12.0"
 py = ">=1.4.17"
@@ -746,134 +727,121 @@ six = ">=1.14.0"
 toml = ">=0.9.4"
 virtualenv = ">=16.0.0,<20.0.0 || >20.0.0,<20.0.1 || >20.0.1,<20.0.2 || >20.0.2,<20.0.3 || >20.0.3,<20.0.4 || >20.0.4,<20.0.5 || >20.0.5,<20.0.6 || >20.0.6,<20.0.7 || >20.0.7"
 
-[package.dependencies.importlib-metadata]
-python = "<3.8"
-version = ">=0.12"
-
 [package.extras]
-docs = ["pygments-github-lexers (>=0.0.5)", "sphinx (>=2.0.0)", "sphinxcontrib-autoprogram (>=0.1.5)", "towncrier (>=18.5.0)"]
-testing = ["flaky (>=3.4.0)", "freezegun (>=0.3.11)", "psutil (>=5.6.1)", "pytest (>=4.0.0)", "pytest-cov (>=2.5.1)", "pytest-mock (>=1.10.0)", "pytest-randomly (>=1.0.0)", "pytest-xdist (>=1.22.2)", "pathlib2 (>=2.3.3)"]
+testing = ["pathlib2 (>=2.3.3)", "pytest-xdist (>=1.22.2)", "pytest-randomly (>=1.0.0)", "pytest-mock (>=1.10.0)", "pytest-cov (>=2.5.1)", "pytest (>=4.0.0)", "psutil (>=5.6.1)", "freezegun (>=0.3.11)", "flaky (>=3.4.0)"]
+docs = ["towncrier (>=18.5.0)", "sphinxcontrib-autoprogram (>=0.1.5)", "sphinx (>=2.0.0)", "pygments-github-lexers (>=0.0.5)"]
 
 [[package]]
-category = "dev"
-description = "Fast, Extensible Progress Meter"
 name = "tqdm"
+version = "4.56.0"
+description = "Fast, Extensible Progress Meter"
+category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-version = "4.56.0"
 
 [package.extras]
-dev = ["py-make (>=0.1.0)", "twine", "wheel"]
 telegram = ["requests"]
+dev = ["wheel", "twine", "py-make (>=0.1.0)"]
 
 [[package]]
-category = "dev"
-description = "Collection of utilities for publishing packages on PyPI"
 name = "twine"
+version = "3.3.0"
+description = "Collection of utilities for publishing packages on PyPI"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
-version = "3.3.0"
 
 [package.dependencies]
 colorama = ">=0.4.3"
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 keyring = ">=15.1"
 pkginfo = ">=1.4.2"
 readme-renderer = ">=21.0"
 requests = ">=2.20"
 requests-toolbelt = ">=0.8.0,<0.9.0 || >0.9.0"
 rfc3986 = ">=1.4.0"
-setuptools = ">=0.7.0"
 tqdm = ">=4.14"
 
-[package.dependencies.importlib-metadata]
-python = "<3.8"
-version = "*"
-
 [[package]]
-category = "dev"
-description = "a fork of Python 2 and 3 ast modules with type comment support"
 name = "typed-ast"
+version = "1.4.2"
+description = "a fork of Python 2 and 3 ast modules with type comment support"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "1.4.2"
 
 [[package]]
-category = "dev"
-description = "Backported and Experimental Type Hints for Python 3.5+"
-marker = "python_version < \"3.8\""
 name = "typing-extensions"
+version = "3.7.4.3"
+description = "Backported and Experimental Type Hints for Python 3.5+"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "3.7.4.3"
 
 [[package]]
-category = "dev"
-description = "HTTP library with thread-safe connection pooling, file post, and more."
 name = "urllib3"
+version = "1.26.2"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
-version = "1.26.2"
 
 [package.extras]
+socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
+secure = ["ipaddress", "certifi", "idna (>=2.0.0)", "cryptography (>=1.3.4)", "pyOpenSSL (>=0.14)"]
 brotli = ["brotlipy (>=0.6.0)"]
-secure = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "certifi", "ipaddress"]
-socks = ["PySocks (>=1.5.6,<1.5.7 || >1.5.7,<2.0)"]
 
 [[package]]
-category = "dev"
-description = "Virtual Python Environment builder"
 name = "virtualenv"
+version = "20.3.0"
+description = "Virtual Python Environment builder"
+category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-version = "20.3.0"
 
 [package.dependencies]
 appdirs = ">=1.4.3,<2"
 distlib = ">=0.3.1,<1"
 filelock = ">=3.0.0,<4"
+importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
 six = ">=1.9.0,<2"
 
-[package.dependencies.importlib-metadata]
-python = "<3.8"
-version = ">=0.12"
-
 [package.extras]
-docs = ["proselint (>=0.10.2)", "sphinx (>=3)", "sphinx-argparse (>=0.2.5)", "sphinx-rtd-theme (>=0.4.3)", "towncrier (>=19.9.0rc1)"]
-testing = ["coverage (>=4)", "coverage-enable-subprocess (>=1)", "flaky (>=3)", "pytest (>=4)", "pytest-env (>=0.6.2)", "pytest-freezegun (>=0.4.1)", "pytest-mock (>=2)", "pytest-randomly (>=1)", "pytest-timeout (>=1)", "packaging (>=20.0)", "xonsh (>=0.9.16)"]
+testing = ["xonsh (>=0.9.16)", "packaging (>=20.0)", "pytest-timeout (>=1)", "pytest-randomly (>=1)", "pytest-mock (>=2)", "pytest-freezegun (>=0.4.1)", "pytest-env (>=0.6.2)", "pytest (>=4)", "flaky (>=3)", "coverage-enable-subprocess (>=1)", "coverage (>=4)"]
+docs = ["towncrier (>=19.9.0rc1)", "sphinx-rtd-theme (>=0.4.3)", "sphinx-argparse (>=0.2.5)", "sphinx (>=3)", "proselint (>=0.10.2)"]
 
 [[package]]
-category = "dev"
-description = "Measures the displayed width of unicode strings in a terminal"
 name = "wcwidth"
+version = "0.2.5"
+description = "Measures the displayed width of unicode strings in a terminal"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "0.2.5"
 
 [[package]]
-category = "dev"
-description = "Character encoding aliases for legacy web content"
 name = "webencodings"
+version = "0.5.1"
+description = "Character encoding aliases for legacy web content"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "0.5.1"
 
 [[package]]
-category = "dev"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-marker = "python_version < \"3.8\""
 name = "zipp"
+version = "3.4.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
-version = "3.4.0"
 
 [package.extras]
-docs = ["sphinx", "jaraco.packaging (>=3.2)", "rst.linker (>=1.9)"]
-testing = ["pytest (>=3.5,<3.7.3 || >3.7.3)", "pytest-checkdocs (>=1.2.3)", "pytest-flake8", "pytest-cov", "jaraco.test (>=3.2.0)", "jaraco.itertools", "func-timeout", "pytest-black (>=0.3.7)", "pytest-mypy"]
+testing = ["pytest-mypy", "pytest-black (>=0.3.7)", "func-timeout", "jaraco.itertools", "jaraco.test (>=3.2.0)", "pytest-cov", "pytest-flake8", "pytest-checkdocs (>=1.2.3)", "pytest (>=3.5,!=3.7.3)"]
+docs = ["rst.linker (>=1.9)", "jaraco.packaging (>=3.2)", "sphinx"]
 
 [metadata]
-content-hash = "a198efdfa22c360b9de9d55c824ae758ca7a504f5ccf0dec1137d81f048b2c35"
-lock-version = "1.0"
+lock-version = "1.1"
 python-versions = "^3.7"
+content-hash = "f14c3d40c2ef93530a3a6d5a503a1a60621a336a0970c45bc784c408fd32b136"
 
 [metadata.files]
 appdirs = [
@@ -945,6 +913,7 @@ cffi = [
     {file = "cffi-1.14.4-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:840793c68105fe031f34d6a086eaea153a0cd5c491cde82a74b420edd0a2b909"},
     {file = "cffi-1.14.4-cp39-cp39-manylinux1_i686.whl", hash = "sha256:b18e0a9ef57d2b41f5c68beefa32317d286c3d6ac0484efd10d6e07491bb95dd"},
     {file = "cffi-1.14.4-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:045d792900a75e8b1e1b0ab6787dd733a8190ffcf80e8c8ceb2fb10a29ff238a"},
+    {file = "cffi-1.14.4-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:7ef7d4ced6b325e92eb4d3502946c78c5367bc416398d387b39591532536734e"},
     {file = "cffi-1.14.4-cp39-cp39-win32.whl", hash = "sha256:ba4e9e0ae13fc41c6b23299545e5ef73055213e466bd107953e4a013a5ddd7e3"},
     {file = "cffi-1.14.4-cp39-cp39-win_amd64.whl", hash = "sha256:f032b34669220030f905152045dfa27741ce1a6db3324a5bc0b96b6c7420c87b"},
     {file = "cffi-1.14.4.tar.gz", hash = "sha256:1a465cbe98a7fd391d47dce4b8f7e5b921e6cd805ef421d04f5f66ba8f06086c"},
@@ -1117,8 +1086,8 @@ numpy = [
     {file = "numpy-1.19.5.zip", hash = "sha256:a76f502430dd98d7546e1ea2250a7360c065a5fdea52b2dffe8ae7180909b6f4"},
 ]
 packaging = [
-    {file = "packaging-20.8-py2.py3-none-any.whl", hash = "sha256:24e0da08660a87484d1602c30bb4902d74816b6985b93de36926f5bc95741858"},
-    {file = "packaging-20.8.tar.gz", hash = "sha256:78598185a7008a470d64526a8059de9aaa449238f280fc9eb6b13ba6c4109093"},
+    {file = "packaging-21.3-py3-none-any.whl", hash = "sha256:ef103e05f519cdc783ae24ea4e2e0f508a9c99b2d4969652eed6a2e1ea5bd522"},
+    {file = "packaging-21.3.tar.gz", hash = "sha256:dd47c42927d89ab911e606518907cc2d3a1f38bbd026385970643f9c5b8ecfeb"},
 ]
 pandas = [
     {file = "pandas-1.1.5-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:bf23a3b54d128b50f4f9d4675b3c1857a688cc6731a32f931837d72effb2698d"},
@@ -1151,8 +1120,8 @@ pathspec = [
     {file = "pathspec-0.8.1.tar.gz", hash = "sha256:86379d6b86d75816baba717e64b1a3a3469deb93bb76d613c9ce79edc5cb68fd"},
 ]
 patsy = [
-    {file = "patsy-0.5.1-py2.py3-none-any.whl", hash = "sha256:5465be1c0e670c3a965355ec09e9a502bf2c4cbe4875e8528b0221190a8a5d40"},
-    {file = "patsy-0.5.1.tar.gz", hash = "sha256:f115cec4201e1465cd58b9866b0b0e7b941caafec129869057405bfe5b5e3991"},
+    {file = "patsy-0.5.2-py2.py3-none-any.whl", hash = "sha256:cc80955ae8c13a7e7c4051eda7b277c8f909f50bc7d73e124bc38e2ee3d95041"},
+    {file = "patsy-0.5.2.tar.gz", hash = "sha256:5053de7804676aba62783dbb0f23a2b3d74e35e5bfa238b88b7cbf148a38b69d"},
 ]
 pkginfo = [
     {file = "pkginfo-1.6.1-py2.py3-none-any.whl", hash = "sha256:ce14d7296c673dc4c61c759a0b6c14bae34e34eb819c0017bb6ca5b7292c56e9"},
@@ -1221,6 +1190,8 @@ pyyaml = [
     {file = "PyYAML-5.3.1-cp37-cp37m-win_amd64.whl", hash = "sha256:73f099454b799e05e5ab51423c7bcf361c58d3206fa7b0d555426b1f4d9a3eaf"},
     {file = "PyYAML-5.3.1-cp38-cp38-win32.whl", hash = "sha256:06a0d7ba600ce0b2d2fe2e78453a470b5a6e000a985dd4a4e54e436cc36b0e97"},
     {file = "PyYAML-5.3.1-cp38-cp38-win_amd64.whl", hash = "sha256:95f71d2af0ff4227885f7a6605c37fd53d3a106fcab511b8860ecca9fcf400ee"},
+    {file = "PyYAML-5.3.1-cp39-cp39-win32.whl", hash = "sha256:ad9c67312c84def58f3c04504727ca879cb0013b2517c85a9a253f0cb6380c0a"},
+    {file = "PyYAML-5.3.1-cp39-cp39-win_amd64.whl", hash = "sha256:6034f55dab5fea9e53f436aa68fa3ace2634918e8b5994d82f3621c04ff5ed2e"},
     {file = "PyYAML-5.3.1.tar.gz", hash = "sha256:b8eac752c5e14d3eca0e6dd9199cd627518cb5ec06add0de9d32baeee6fe645d"},
 ]
 readme-renderer = [
@@ -1323,26 +1294,29 @@ sortedcontainers = [
     {file = "sortedcontainers-2.3.0.tar.gz", hash = "sha256:59cc937650cf60d677c16775597c89a960658a09cf7c1a668f86e1e4464b10a1"},
 ]
 statsmodels = [
-    {file = "statsmodels-0.12.1-cp36-cp36m-macosx_10_13_x86_64.whl", hash = "sha256:3b482ab9759b89cc1c4777b71c1ccf272e868a7551fc6b74da300557407d8379"},
-    {file = "statsmodels-0.12.1-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:33c6cbed74f075b8816cec37e5c7853ed31dcacebfdbbc3af898b4907911544e"},
-    {file = "statsmodels-0.12.1-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:142eacd5a1bd8728358ff48101ee0e51ca3d42a93f6e5cb61fcfacf613977bcf"},
-    {file = "statsmodels-0.12.1-cp36-none-win32.whl", hash = "sha256:ef3a54b3594f4c49c295388de1fdd840a8c63a857a5252125aaf92a03ea1e3a6"},
-    {file = "statsmodels-0.12.1-cp36-none-win_amd64.whl", hash = "sha256:830d59d94841332429edf735430180031ad5dc660de26728d723e347f414c59d"},
-    {file = "statsmodels-0.12.1-cp37-cp37m-macosx_10_13_x86_64.whl", hash = "sha256:aa964ca1d65f066b9b096c94fe298aab1441e11731ce6b154ffb5f8d4a4e9ccf"},
-    {file = "statsmodels-0.12.1-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:7614ef58ebb96cc0d4c45150116f5252a2f1e0bd15e809700776163e5a246b8c"},
-    {file = "statsmodels-0.12.1-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:588c0f7e29403161ca952dcdad3d67970583742e9f11f66c7c5b08ac97a0408c"},
-    {file = "statsmodels-0.12.1-cp37-none-win32.whl", hash = "sha256:7be4c6d43f1f3a6b28614a4b18fdcf202bd305faf15f4c558e901cbe099ca9ea"},
-    {file = "statsmodels-0.12.1-cp37-none-win_amd64.whl", hash = "sha256:e5e426fb962f41d58a07a7d2f7daf32f83e911ff578368caddbcdd1886887ed1"},
-    {file = "statsmodels-0.12.1-cp38-cp38-macosx_10_13_x86_64.whl", hash = "sha256:3582c0a497a9cda473470b4dd59ecd103739e3cfef1eb2e20d48dd1a2239f2e4"},
-    {file = "statsmodels-0.12.1-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:02679bf39d35a2aceb2d9f6d332b4e1cda1797157df792fe867b45f2a14d20d3"},
-    {file = "statsmodels-0.12.1-cp38-none-win32.whl", hash = "sha256:a652d8bfb4ec430b706a69e3fcbdac1cdf930823e3f9b8468e3e179d47097bbb"},
-    {file = "statsmodels-0.12.1-cp38-none-win_amd64.whl", hash = "sha256:74c6c863d6f8a1f021d42f965b1b97eeea05293d3b18e3690c46eac0cf6d64d9"},
-    {file = "statsmodels-0.12.1-cp39-cp39-macosx_10_15_x86_64.whl", hash = "sha256:62be4dd5b4a254d59b7feb8093623ba6158080aa6758c2eb19105609da4b40fb"},
-    {file = "statsmodels-0.12.1-cp39-cp39-manylinux1_i686.whl", hash = "sha256:630b9d938b0388488c66394597500dfba877e3b53da536369393a9a840b8f2a0"},
-    {file = "statsmodels-0.12.1-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:f585c02b716c161f00e6a2d10f9f3497f57191183dbd6ae7eaa988707023b1ee"},
-    {file = "statsmodels-0.12.1-cp39-none-win32.whl", hash = "sha256:3dd59b7cd35843f4764b8a1476be20cf959d3da700327975f7cd2bf2a1b630b2"},
-    {file = "statsmodels-0.12.1-cp39-none-win_amd64.whl", hash = "sha256:78813784f5fa612b4399c4963414799fbbb031188f1ad630a501c6b2af7e94e0"},
-    {file = "statsmodels-0.12.1.tar.gz", hash = "sha256:a271b4ccec190148dccda25f0cbdcbf871f408fc1394a10a7dc1af4a62b91c8e"},
+    {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"},
 ]
 toml = [
     {file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"},
diff --git a/pyproject.toml b/pyproject.toml
index d05a5ef..38a0711 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -29,7 +29,7 @@ include = '\.pyi?$'
 
 [tool.poetry.dependencies]
 python = "^3.7"
-statsmodels = "^0.12.0"
+statsmodels = "^0.13.0"
 simdkalman = "^1.0.1"
 
 [tool.poetry.dev-dependencies]

From 91f8329bd89125ad2f45983eff0b33b62e8b5ffd Mon Sep 17 00:00:00 2001
From: Rozlana <rozlanka@gmail.com>
Date: Thu, 1 Dec 2022 15:22:34 +0300
Subject: [PATCH 2/4] fix pre-commit hooks revision

---
 .pre-commit-config.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 1335486..f6df824 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -22,7 +22,7 @@ repos:
       - id: autoflake
         args: ['--in-place', '--remove-all-unused-imports', '--expand-star-imports']
   - repo: https://github.com/asottile/reorder_python_imports
-    rev: master
+    rev: v3.9.0
     hooks:
       - id: reorder-python-imports
   - repo: https://github.com/ambv/black

From f1a17a5ec8ffe923259a6d003b7bc84aa7365e49 Mon Sep 17 00:00:00 2001
From: Rozlana <rozlanka@gmail.com>
Date: Thu, 1 Dec 2022 15:30:45 +0300
Subject: [PATCH 3/4] more fix pre-commit hooks revision

---
 .pre-commit-config.yaml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index f6df824..e8156d9 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -37,13 +37,13 @@ repos:
         args: ['--baseline', '.secrets.baseline']
         exclude: poetry.lock
   - repo: https://github.com/PyCQA/bandit
-    rev: master
+    rev: v1.7.3
     hooks:
       - id: bandit
         exclude: 'tests'
         args: ['--skip', 'B101']
   - repo: https://github.com/myint/docformatter
-    rev: master
+    rev: v1.4
     hooks:
       - id: docformatter
         args: ['--in-place', '--pre-summary-newline']

From d5aceec76cbea0b3ecd10b49a6780da988d65e48 Mon Sep 17 00:00:00 2001
From: Rozlana <rozlanka@gmail.com>
Date: Thu, 1 Dec 2022 15:39:24 +0300
Subject: [PATCH 4/4] more fix pre-commit hooks revision

---
 .pre-commit-config.yaml | 2 +-
 tests/conftest.py       | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index e8156d9..7de5544 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -37,7 +37,7 @@ repos:
         args: ['--baseline', '.secrets.baseline']
         exclude: poetry.lock
   - repo: https://github.com/PyCQA/bandit
-    rev: v1.7.3
+    rev: 1.7.3
     hooks:
       - id: bandit
         exclude: 'tests'
diff --git a/tests/conftest.py b/tests/conftest.py
index 08a00bd..7186264 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -18,7 +18,7 @@ def seasonality(n, s_len=24):
 
 
 def trend(n, steepness=1.2):
-    return np.arange(n) / (n ** steepness) + np.random.rand(n) * 0.1
+    return np.arange(n) / (n**steepness) + np.random.rand(n) * 0.1
 
 
 def create_data(first_date, last_date, level=5, period1=7, period2=365, steepness=0.9):