[[package]]
category = "dev"
description = "A configurable sidebar-enabled Sphinx theme"
name = "alabaster"
optional = false
python-versions = "*"
version = "0.7.12"

[[package]]
category = "dev"
description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
name = "appdirs"
optional = false
python-versions = "*"
version = "1.4.4"

[[package]]
category = "dev"
description = "Atomic file writes."
marker = "sys_platform == \"win32\""
name = "atomicwrites"
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"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
version = "21.2.0"

[package.extras]
dev = ["coverage (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit"]
docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
tests = ["coverage (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface"]
tests_no_zope = ["coverage (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins"]

[[package]]
category = "dev"
description = "Internationalization utilities"
name = "babel"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
version = "2.9.1"

[package.dependencies]
pytz = ">=2015.7"

[[package]]
category = "dev"
description = "The uncompromising code formatter."
name = "black"
optional = false
python-versions = ">=3.6.2"
version = "21.6b0"

[package.dependencies]
appdirs = "*"
click = ">=7.1.2"
mypy-extensions = ">=0.4.3"
pathspec = ">=0.8.1,<1"
regex = ">=2020.1.8"
toml = ">=0.10.1"

[package.dependencies.typed-ast]
python = "<3.8"
version = ">=1.4.2"

[package.dependencies.typing-extensions]
python = "<3.8"
version = ">=3.7.4"

[package.extras]
colorama = ["colorama (>=0.4.3)"]
d = ["aiohttp (>=3.6.0)", "aiohttp-cors (>=0.4.0)"]
python2 = ["typed-ast (>=1.4.2)"]
uvloop = ["uvloop (>=0.15.2)"]

[[package]]
category = "dev"
description = "Python package for providing Mozilla's CA Bundle."
name = "certifi"
optional = false
python-versions = "*"
version = "2021.5.30"

[[package]]
category = "dev"
description = "Validate configuration and produce human readable error messages."
name = "cfgv"
optional = false
python-versions = ">=3.6.1"
version = "3.3.0"

[[package]]
category = "dev"
description = "Universal encoding detector for Python 2 and 3"
name = "chardet"
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"
optional = false
python-versions = ">=3.6"
version = "8.0.1"

[package.dependencies]
colorama = "*"

[package.dependencies.importlib-metadata]
python = "<3.8"
version = "*"

[[package]]
category = "dev"
description = "Hosted coverage reports for GitHub, Bitbucket and Gitlab"
name = "codecov"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
version = "2.1.11"

[package.dependencies]
coverage = "*"
requests = ">=2.7.9"

[[package]]
category = "dev"
description = "Cross-platform colored terminal text."
marker = "sys_platform == \"win32\" or platform_system == \"Windows\""
name = "colorama"
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"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
version = "5.5"

[package.extras]
toml = ["toml"]

[[package]]
category = "dev"
description = "Composable style cycles"
name = "cycler"
optional = false
python-versions = "*"
version = "0.10.0"

[package.dependencies]
six = "*"

[[package]]
category = "dev"
description = "Distribution utilities"
name = "distlib"
optional = false
python-versions = "*"
version = "0.3.2"

[[package]]
category = "dev"
description = "Docutils -- Python Documentation Utilities"
name = "docutils"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
version = "0.17.1"

[[package]]
category = "dev"
description = "A platform independent file lock."
name = "filelock"
optional = false
python-versions = "*"
version = "3.0.12"

[[package]]
category = "dev"
description = "File identification library for Python"
name = "identify"
optional = false
python-versions = ">=3.6.1"
version = "2.2.10"

[package.extras]
license = ["editdistance-s"]

[[package]]
category = "dev"
description = "Internationalized Domain Names in Applications (IDNA)"
name = "idna"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
version = "2.10"

[[package]]
category = "dev"
description = "Getting image size from png/jpeg/jpeg2000/gif file"
name = "imagesize"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
version = "1.2.0"

[[package]]
category = "dev"
description = "Read metadata from Python packages"
marker = "python_version < \"3.8\""
name = "importlib-metadata"
optional = false
python-versions = ">=3.6"
version = "4.6.1"

[package.dependencies]
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)"]
perf = ["ipython"]
testing = ["pytest (>=4.6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pep517", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy", "importlib-resources (>=1.3)"]

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

[[package]]
category = "dev"
description = "A very fast and expressive template engine."
name = "jinja2"
optional = false
python-versions = ">=3.6"
version = "3.0.1"

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

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

[[package]]
category = "main"
description = "Lightweight pipelining: using Python functions as pipeline jobs."
name = "joblib"
optional = false
python-versions = "*"
version = "0.14.1"

[[package]]
category = "dev"
description = "A fast implementation of the Cassowary constraint solver"
name = "kiwisolver"
optional = false
python-versions = ">=3.6"
version = "1.3.1"

[[package]]
category = "dev"
description = "Safely add untrusted strings to HTML/XML markup."
name = "markupsafe"
optional = false
python-versions = ">=3.6"
version = "2.0.1"

[[package]]
category = "dev"
description = "Python plotting package"
name = "matplotlib"
optional = false
python-versions = ">=3.7"
version = "3.4.2"

[package.dependencies]
cycler = ">=0.10"
kiwisolver = ">=1.0.1"
numpy = ">=1.16"
pillow = ">=6.2.0"
pyparsing = ">=2.2.1"
python-dateutil = ">=2.7"

[[package]]
category = "dev"
description = "Experimental type system extensions for programs checked with the mypy typechecker."
name = "mypy-extensions"
optional = false
python-versions = "*"
version = "0.4.3"

[[package]]
category = "dev"
description = "Node.js virtual environment builder"
name = "nodeenv"
optional = false
python-versions = "*"
version = "1.6.0"

[[package]]
category = "main"
description = "NumPy is the fundamental package for array computing with Python."
name = "numpy"
optional = false
python-versions = ">=3.7"
version = "1.21.0"

[[package]]
category = "dev"
description = "Core utilities for Python packages"
name = "packaging"
optional = false
python-versions = ">=3.6"
version = "21.0"

[package.dependencies]
pyparsing = ">=2.0.2"

[[package]]
category = "main"
description = "Powerful data structures for data analysis, time series, and statistics"
name = "pandas"
optional = false
python-versions = ">=3.6.1"
version = "1.1.5"

[package.dependencies]
numpy = ">=1.15.4"
python-dateutil = ">=2.7.3"
pytz = ">=2017.2"

[package.extras]
test = ["pytest (>=4.0.2)", "pytest-xdist", "hypothesis (>=3.58)"]

[[package]]
category = "dev"
description = "Utility library for gitignore style pattern matching of file paths."
name = "pathspec"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
version = "0.8.1"

[[package]]
category = "dev"
description = "Python Imaging Library (Fork)"
name = "pillow"
optional = false
python-versions = ">=3.6"
version = "8.3.1"

[[package]]
category = "dev"
description = "plugin and hook calling mechanisms for python"
name = "pluggy"
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"

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

[[package]]
category = "dev"
description = "A framework for managing and maintaining multi-language pre-commit hooks."
name = "pre-commit"
optional = false
python-versions = ">=3.6.1"
version = "2.13.0"

[package.dependencies]
cfgv = ">=2.0.0"
identify = ">=1.0.0"
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"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
version = "1.10.0"

[[package]]
category = "dev"
description = "Pygments is a syntax highlighting package written in Python."
name = "pygments"
optional = false
python-versions = ">=3.5"
version = "2.9.0"

[[package]]
category = "dev"
description = "Python parsing module"
name = "pyparsing"
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"
optional = false
python-versions = ">=3.6"
version = "6.2.4"

[package.dependencies]
atomicwrites = ">=1.0"
attrs = ">=19.2.0"
colorama = "*"
iniconfig = "*"
packaging = "*"
pluggy = ">=0.12,<1.0.0a1"
py = ">=1.8.2"
toml = "*"

[package.dependencies.importlib-metadata]
python = "<3.8"
version = ">=0.12"

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

[[package]]
category = "dev"
description = "Pytest plugin for measuring coverage."
name = "pytest-cov"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
version = "2.12.1"

[package.dependencies]
coverage = ">=5.2.1"
pytest = ">=4.6"
toml = "*"

[package.extras]
testing = ["fields", "hunter", "process-tests", "six", "pytest-xdist", "virtualenv"]

[[package]]
category = "dev"
description = "Invoke py.test as distutils command with dependency resolution"
name = "pytest-runner"
optional = false
python-versions = ">=3.6"
version = "5.3.1"

[package.extras]
docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
testing = ["pytest (>=4.6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-virtualenv", "pytest-black (>=0.3.7)", "pytest-mypy"]

[[package]]
category = "main"
description = "Extensions to the standard Python datetime module"
name = "python-dateutil"
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"
optional = false
python-versions = "*"
version = "2021.1"

[[package]]
category = "dev"
description = "YAML parser and emitter for Python"
name = "pyyaml"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
version = "5.4.1"

[[package]]
category = "dev"
description = "Alternative regular expression module, to replace re."
name = "regex"
optional = false
python-versions = "*"
version = "2021.7.6"

[[package]]
category = "dev"
description = "Python HTTP for Humans."
name = "requests"
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"
chardet = ">=3.0.2,<5"
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"]

[[package]]
category = "dev"
description = "A set of python modules for machine learning and data mining"
name = "scikit-learn"
optional = false
python-versions = ">=3.6"
version = "0.24.2"

[package.dependencies]
joblib = ">=0.11"
numpy = ">=1.13.3"
scipy = ">=0.19.1"
threadpoolctl = ">=2.0.0"

[package.extras]
benchmark = ["matplotlib (>=2.1.1)", "pandas (>=0.25.0)", "memory-profiler (>=0.57.0)"]
docs = ["matplotlib (>=2.1.1)", "scikit-image (>=0.13)", "pandas (>=0.25.0)", "seaborn (>=0.9.0)", "memory-profiler (>=0.57.0)", "sphinx (>=3.2.0)", "sphinx-gallery (>=0.7.0)", "numpydoc (>=1.0.0)", "Pillow (>=7.1.2)", "sphinx-prompt (>=1.3.0)"]
examples = ["matplotlib (>=2.1.1)", "scikit-image (>=0.13)", "pandas (>=0.25.0)", "seaborn (>=0.9.0)"]
tests = ["matplotlib (>=2.1.1)", "scikit-image (>=0.13)", "pandas (>=0.25.0)", "pytest (>=5.0.1)", "pytest-cov (>=2.9.0)", "flake8 (>=3.8.2)", "mypy (>=0.770)", "pyamg (>=4.0.0)"]

[[package]]
category = "dev"
description = "SciPy: Scientific Library for Python"
name = "scipy"
optional = false
python-versions = ">=3.7"
version = "1.6.1"

[package.dependencies]
numpy = ">=1.16.5"

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

[[package]]
category = "dev"
description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
name = "snowballstemmer"
optional = false
python-versions = "*"
version = "2.1.0"

[[package]]
category = "dev"
description = "Python documentation generator"
name = "sphinx"
optional = false
python-versions = ">=3.6"
version = "4.0.3"

[package.dependencies]
Jinja2 = ">=2.3"
Pygments = ">=2.0"
alabaster = ">=0.7,<0.8"
babel = ">=1.3"
colorama = ">=0.3.5"
docutils = ">=0.14,<0.18"
imagesize = "*"
packaging = "*"
requests = ">=2.5.0"
setuptools = "*"
snowballstemmer = ">=1.1"
sphinxcontrib-applehelp = "*"
sphinxcontrib-devhelp = "*"
sphinxcontrib-htmlhelp = "*"
sphinxcontrib-jsmath = "*"
sphinxcontrib-qthelp = "*"
sphinxcontrib-serializinghtml = "*"

[package.extras]
docs = ["sphinxcontrib-websupport"]
lint = ["flake8 (>=3.5.0)", "isort", "mypy (>=0.900)", "docutils-stubs", "types-typed-ast", "types-pkg-resources", "types-requests"]
test = ["pytest", "pytest-cov", "html5lib", "cython", "typed-ast"]

[[package]]
category = "dev"
description = "A Sphinx extension that builds an HTML version of any Python script and puts it into an examples gallery."
name = "sphinx-gallery"
optional = false
python-versions = ">=3.6"
version = "0.9.0"

[package.dependencies]
sphinx = ">=1.8.3"

[[package]]
category = "dev"
description = "sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books"
name = "sphinxcontrib-applehelp"
optional = false
python-versions = ">=3.5"
version = "1.0.2"

[package.extras]
lint = ["flake8", "mypy", "docutils-stubs"]
test = ["pytest"]

[[package]]
category = "dev"
description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document."
name = "sphinxcontrib-devhelp"
optional = false
python-versions = ">=3.5"
version = "1.0.2"

[package.extras]
lint = ["flake8", "mypy", "docutils-stubs"]
test = ["pytest"]

[[package]]
category = "dev"
description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
name = "sphinxcontrib-htmlhelp"
optional = false
python-versions = ">=3.6"
version = "2.0.0"

[package.extras]
lint = ["flake8", "mypy", "docutils-stubs"]
test = ["pytest", "html5lib"]

[[package]]
category = "dev"
description = "A sphinx extension which renders display math in HTML via JavaScript"
name = "sphinxcontrib-jsmath"
optional = false
python-versions = ">=3.5"
version = "1.0.1"

[package.extras]
test = ["pytest", "flake8", "mypy"]

[[package]]
category = "dev"
description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document."
name = "sphinxcontrib-qthelp"
optional = false
python-versions = ">=3.5"
version = "1.0.3"

[package.extras]
lint = ["flake8", "mypy", "docutils-stubs"]
test = ["pytest"]

[[package]]
category = "dev"
description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)."
name = "sphinxcontrib-serializinghtml"
optional = false
python-versions = ">=3.5"
version = "1.1.5"

[package.extras]
lint = ["flake8", "mypy", "docutils-stubs"]
test = ["pytest"]

[[package]]
category = "dev"
description = "threadpoolctl"
name = "threadpoolctl"
optional = false
python-versions = ">=3.5"
version = "2.1.0"

[[package]]
category = "dev"
description = "Python Library for Tom's Obvious, Minimal Language"
name = "toml"
optional = false
python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
version = "0.10.2"

[[package]]
category = "dev"
description = "Style preserving TOML library"
name = "tomlkit"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
version = "0.7.2"

[[package]]
category = "dev"
description = "tox is a generic virtualenv management and test command line tool"
name = "tox"
optional = false
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
version = "3.23.1"

[package.dependencies]
colorama = ">=0.4.1"
filelock = ">=3.0.0"
packaging = ">=14"
pluggy = ">=0.12.0"
py = ">=1.4.17"
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)"]

[[package]]
category = "dev"
description = "a fork of Python 2 and 3 ast modules with type comment support"
marker = "python_version < \"3.8\""
name = "typed-ast"
optional = false
python-versions = "*"
version = "1.4.3"

[[package]]
category = "dev"
description = "Backported and Experimental Type Hints for Python 3.5+"
marker = "python_version < \"3.8\""
name = "typing-extensions"
optional = false
python-versions = "*"
version = "3.10.0.0"

[[package]]
category = "dev"
description = "HTTP library with thread-safe connection pooling, file post, and more."
name = "urllib3"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
version = "1.26.6"

[package.extras]
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"
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