poetry.lock

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test = ["pytest (>=3.6.0)", "pytest-cov", "mock"]

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python-versions = ">=3.6"

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parso = ">=0.8.0,<0.9.0"

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testing = ["Django (<3.1)", "colorama", "docopt", "pytest (<7.0.0)"]

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description = "A very fast and expressive template engine."
category = "main"
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python-versions = ">=3.6"

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

[[package]]
name = "joblib"
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description = "Lightweight pipelining with Python functions"
category = "main"
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python-versions = ">=3.6"

[[package]]
name = "jsonschema"
version = "4.4.0"
description = "An implementation of JSON Schema validation for Python"
category = "main"
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python-versions = ">=3.7"

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importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"

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description = "Jupyter protocol implementation and client libraries"
category = "main"
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python-versions = ">=3.6.1"

[package.dependencies]
entrypoints = "*"
jupyter-core = ">=4.6.0"
nest-asyncio = ">=1.5"
python-dateutil = ">=2.1"
pyzmq = ">=13"
tornado = ">=4.1"
traitlets = "*"

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version = "4.9.2"
description = "Jupyter core package. A base package on which Jupyter projects rely."
category = "main"
optional = false
python-versions = ">=3.6"

[package.dependencies]
pywin32 = {version = ">=1.0", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
traitlets = "*"

[[package]]
name = "jupyterlab-pygments"
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description = "Pygments theme using JupyterLab CSS variables"
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python-versions = "*"

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pygments = ">=2.4.1,<3"

[[package]]
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description = "A JupyterLab extension."
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python-versions = ">=3.6"

[[package]]
name = "kiwisolver"
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description = "A fast implementation of the Cassowary constraint solver"
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python-versions = ">=3.7"

[[package]]
name = "line-profiler"
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description = "Line-by-line profiler."
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python-versions = "*"

[package.dependencies]
IPython = "*"

[package.extras]
all = ["ipython", "cython", "scikit-build", "cmake", "ninja", "pytest", "pytest-cov", "coverage", "codecov", "ubelt"]
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tests = ["pytest", "pytest-cov", "coverage", "codecov", "ubelt"]

[[package]]
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description = "A super-fast templating language that borrows the best ideas from the existing templating languages."
category = "main"
optional = false
python-versions = ">=3.7"

[package.dependencies]
MarkupSafe = ">=0.9.2"

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lingua = ["lingua"]
testing = ["pytest"]

[[package]]
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description = "Python implementation of Markdown."
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python-versions = ">=3.6"

[package.dependencies]
importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}

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[[package]]
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description = "Safely add untrusted strings to HTML/XML markup."
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python-versions = ">=3.7"

[[package]]
name = "matplotlib"
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description = "Python plotting package"
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python-versions = ">=3.7"

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fonttools = ">=4.22.0"
kiwisolver = ">=1.0.1"
numpy = ">=1.17"
packaging = ">=20.0"
pillow = ">=6.2.0"
pyparsing = ">=2.2.1"
python-dateutil = ">=2.7"
setuptools_scm = ">=4"

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

[package.dependencies]
traitlets = "*"

[[package]]
name = "mccabe"
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description = "McCabe checker, plugin for flake8"
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python-versions = "*"

[[package]]
name = "memory-profiler"
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description = "A module for monitoring memory usage of a python program"
category = "dev"
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python-versions = ">=3.4"

[package.dependencies]
psutil = "*"

[[package]]
name = "mistune"
version = "0.8.4"
description = "The fastest markdown parser in pure Python"
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python-versions = "*"

[[package]]
name = "msgpack"
version = "1.0.3"
description = "MessagePack (de)serializer."
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python-versions = "*"

[[package]]
name = "multidict"
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description = "multidict implementation"
category = "main"
optional = false
python-versions = ">=3.7"

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

[[package]]
name = "nbclient"
version = "0.5.13"
description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
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python-versions = ">=3.7.0"

[package.dependencies]
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nbformat = ">=5.0"
nest-asyncio = "*"
traitlets = ">=5.0.0"

[package.extras]
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test = ["ipython (<8.0.0)", "ipykernel", "ipywidgets (<8.0.0)", "pytest (>=4.1)", "pytest-asyncio", "pytest-cov (>=2.6.1)", "check-manifest", "flake8", "mypy", "xmltodict", "black", "pip (>=18.1)", "wheel (>=0.31.0)", "setuptools (>=38.6.0)", "twine (>=1.11.0)"]

[[package]]
name = "nbconvert"
version = "6.4.4"
description = "Converting Jupyter Notebooks"
category = "main"
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python-versions = ">=3.7"

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bleach = "*"
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entrypoints = ">=0.2.2"
jinja2 = ">=2.4"
jupyter-core = "*"
jupyterlab-pygments = "*"
mistune = ">=0.8.1,<2"
nbclient = ">=0.5.0,<0.6.0"
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pandocfilters = ">=1.4.1"
pygments = ">=2.4.1"
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traitlets = ">=5.0"

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docs = ["sphinx (>=1.5.1)", "sphinx-rtd-theme", "nbsphinx (>=0.2.12)", "ipython"]
serve = ["tornado (>=4.0)"]
test = ["pytest", "pytest-cov", "pytest-dependency", "ipykernel", "ipywidgets (>=7)", "pyppeteer (>=1,<1.1)"]
webpdf = ["pyppeteer (>=1,<1.1)"]

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name = "nbformat"
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python-versions = ">=3.7"

[package.dependencies]
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jupyter-core = "*"
traitlets = ">=4.1"

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test = ["check-manifest", "fastjsonschema", "testpath", "pytest"]

[[package]]
name = "nest-asyncio"
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description = "Patch asyncio to allow nested event loops"
category = "main"
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python-versions = ">=3.5"

[[package]]
name = "networkx"
version = "2.5"
description = "Python package for creating and manipulating graphs and networks"
category = "main"
optional = false
python-versions = ">=3.6"

[package.dependencies]
decorator = ">=4.3.0"

[package.extras]
all = ["numpy", "scipy", "pandas", "matplotlib", "pygraphviz", "pydot", "pyyaml", "lxml", "pytest"]
gdal = ["gdal"]
lxml = ["lxml"]
matplotlib = ["matplotlib"]
numpy = ["numpy"]
pandas = ["pandas"]
pydot = ["pydot"]
pygraphviz = ["pygraphviz"]
pytest = ["pytest"]
pyyaml = ["pyyaml"]
scipy = ["scipy"]

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name = "notebook"
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description = "A web-based notebook environment for interactive computing"
category = "main"
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python-versions = ">=3.6"

[package.dependencies]
argon2-cffi = "*"
ipykernel = "*"
ipython-genutils = "*"
jinja2 = "*"
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nest-asyncio = ">=1.5"
prometheus-client = "*"
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terminado = ">=0.8.3"
tornado = ">=6.1"
traitlets = ">=4.2.1"

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json-logging = ["json-logging"]
test = ["pytest", "coverage", "requests", "nbval", "selenium", "pytest-cov", "requests-unixsocket"]

[[package]]
name = "numpy"
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description = "NumPy is the fundamental package for array computing with Python."
category = "main"
optional = false
python-versions = ">=3.6"

[[package]]
name = "oauthlib"
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description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
category = "main"
optional = false
python-versions = ">=3.6"

[package.extras]
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signals = ["blinker (>=1.4.0)"]
signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]

[[package]]
name = "optuna"
version = "2.10.0"
description = "A hyperparameter optimization framework"
category = "main"
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python-versions = ">=3.6"

[package.dependencies]
alembic = "*"
cliff = "*"
cmaes = ">=0.8.2"
colorlog = "*"
numpy = "*"
packaging = ">=20.0"
PyYAML = "*"
scipy = "!=1.4.0"
sqlalchemy = ">=1.1.0"
tqdm = "*"

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checking = ["black", "hacking", "isort", "mypy (==0.790)", "blackdoc"]
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doctest = ["cma", "matplotlib (>=3.0.0)", "pandas", "plotly (>=4.0.0)", "scikit-learn (>=0.24.2,<1.0.0)", "scikit-optimize", "mlflow"]
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integration = ["chainer (>=5.0.0)", "cma", "lightgbm", "mlflow", "wandb", "mpi4py", "mxnet", "pandas", "scikit-learn (>=0.24.2,<1.0.0)", "scikit-optimize", "xgboost", "tensorflow", "tensorflow-datasets", "pytorch-ignite", "pytorch-lightning (>=1.0.2)", "skorch", "catalyst (>=21.3)", "torchaudio (==0.8.0)", "allennlp (>=2.2.0,<2.7.0)", "fastai", "botorch (>=0.4.0)", "torch (==1.8.0+cpu)", "torchvision (==0.9.0+cpu)", "torch (==1.8.0)", "torchvision (==0.9.0)"]
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testing = ["bokeh (<2.0.0)", "chainer (>=5.0.0)", "cma", "fakeredis", "lightgbm", "matplotlib (>=3.0.0)", "mlflow", "mpi4py", "mxnet", "pandas", "plotly (>=4.0.0)", "pytest", "scikit-learn (>=0.24.2,<1.0.0)", "scikit-optimize", "xgboost", "tensorflow", "tensorflow-datasets", "pytorch-ignite", "pytorch-lightning (>=1.0.2)", "skorch", "catalyst (>=21.3)", "torchaudio (==0.8.0)", "allennlp (>=2.2.0,<2.7.0)", "fastai", "botorch (>=0.4.0)", "torch (==1.8.0+cpu)", "torchvision (==0.9.0+cpu)", "torch (==1.8.0)", "torchvision (==0.9.0)"]
tests = ["fakeredis", "pytest"]

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name = "packaging"
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description = "Core utilities for Python packages"
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python-versions = ">=3.6"

[package.dependencies]
pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"

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python-versions = ">=3.7.1"

[package.dependencies]
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python-dateutil = ">=2.7.3"
pytz = ">=2017.3"

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[[package]]
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[[package]]
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[package.extras]
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testing = ["docopt", "pytest (<6.0.0)"]

[[package]]
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[[package]]
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python-versions = "*"

[[package]]
name = "pbr"
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description = "Python Build Reasonableness"
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[[package]]
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python-versions = "*"

[package.dependencies]
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[[package]]
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python-versions = "*"

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

[[package]]
name = "platformdirs"
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description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
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python-versions = ">=3.7"

[package.extras]
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[[package]]
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python-versions = ">=3.7"

[package.dependencies]
wcwidth = "*"

[package.extras]
tests = ["pytest", "pytest-cov", "pytest-lazy-fixture"]

[[package]]
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optional = false
python-versions = ">=3.6"

[package.extras]
twisted = ["twisted"]

[[package]]
name = "promise"
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description = "Promises/A+ implementation for Python"
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[package.dependencies]
six = "*"

[package.extras]
test = ["pytest (>=2.7.3)", "pytest-cov", "coveralls", "futures", "pytest-benchmark", "mock"]

[[package]]
name = "prompt-toolkit"
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description = "Library for building powerful interactive command lines in Python"
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[package.dependencies]
wcwidth = "*"

[[package]]
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[[package]]
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description = "Cross-platform lib for process and system monitoring in Python."
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python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"

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test = ["ipaddress", "mock", "unittest2", "enum34", "pywin32", "wmi"]

[[package]]
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python-versions = "*"

[[package]]
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description = "Safely evaluate AST nodes without side effects"
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python-versions = "*"

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

[[package]]
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[[package]]
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[package.dependencies]
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[[package]]
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[[package]]
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[package.dependencies]
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[[package]]
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[[package]]
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[[package]]
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[[package]]
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[[package]]
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[[package]]
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[package.extras]
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[[package]]
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[[package]]
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[[package]]
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python-versions = ">=3.7"

[[package]]
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