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ipython = {version = ">=4.0.0", markers = "python_version >= \"3.3\""}
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nbformat = ">=4.2.0"
traitlets = ">=4.3.1"
widgetsnbextension = ">=3.5.0,<3.6.0"

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

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description = "A Python utility / library to sort Python imports."
category = "dev"
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python-versions = ">=3.6.1,<4.0"

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pipfile_deprecated_finder = ["pipreqs", "requirementslib"]
requirements_deprecated_finder = ["pipreqs", "pip-api"]
colors = ["colorama (>=0.4.3,<0.5.0)"]
plugins = ["setuptools"]

[[package]]
name = "jedi"
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category = "dev"
optional = false
python-versions = ">=3.6"

[package.dependencies]
parso = ">=0.8.0,<0.9.0"

[package.extras]
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testing = ["Django (<3.1)", "colorama", "docopt", "pytest (<6.0.0)"]

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

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

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

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

[[package]]
name = "jsonschema"
version = "3.2.0"
description = "An implementation of JSON Schema validation for Python"
category = "dev"
optional = false
python-versions = "*"

[package.dependencies]
attrs = ">=17.4.0"
pyrsistent = ">=0.14.0"
six = ">=1.11.0"

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[[package]]
name = "jupyter-client"
version = "7.0.3"
description = "Jupyter protocol implementation and client libraries"
category = "dev"
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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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doc = ["myst-parser", "sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
test = ["codecov", "coverage", "ipykernel", "ipython", "mock", "mypy", "pre-commit", "pytest", "pytest-asyncio", "pytest-cov", "pytest-timeout", "jedi (<0.18)"]

[[package]]
name = "jupyter-core"
version = "4.8.1"
description = "Jupyter core package. A base package on which Jupyter projects rely."
category = "dev"
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"
version = "0.1.2"
description = "Pygments theme using JupyterLab CSS variables"
category = "dev"
optional = false
python-versions = "*"

[package.dependencies]
pygments = ">=2.4.1,<3"

[[package]]
name = "jupyterlab-widgets"
version = "1.0.2"
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optional = false
python-versions = ">=3.6"

[[package]]
name = "kiwisolver"
version = "1.3.2"
description = "A fast implementation of the Cassowary constraint solver"
category = "main"
optional = false
python-versions = ">=3.7"

[[package]]
name = "lightgbm"
version = "3.2.1"
description = "LightGBM Python Package"
category = "main"
optional = false
python-versions = "*"

[package.dependencies]
numpy = "*"
scikit-learn = "!=0.22.0"
scipy = "*"

[package.extras]
dask = ["dask[array] (>=2.0.0)", "dask[dataframe] (>=2.0.0)", "dask[distributed] (>=2.0.0)", "pandas"]

[[package]]
name = "llvmlite"
version = "0.37.0"
description = "lightweight wrapper around basic LLVM functionality"
category = "main"
optional = false
python-versions = ">=3.7,<3.10"

[[package]]
name = "mako"
version = "1.1.5"
description = "A super-fast templating language that borrows the  best ideas from the existing templating languages."
category = "main"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"

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

[package.extras]
babel = ["babel"]
lingua = ["lingua"]

[[package]]
name = "markdown"
version = "3.3.4"
description = "Python implementation of Markdown."
category = "main"
optional = false
python-versions = ">=3.6"

[package.extras]
testing = ["coverage", "pyyaml"]

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

[[package]]
name = "matplotlib"
version = "3.4.3"
description = "Python plotting package"
category = "main"
optional = false
python-versions = ">=3.7"

[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]]
name = "matplotlib-inline"
version = "0.1.3"
description = "Inline Matplotlib backend for Jupyter"
category = "dev"
optional = false
python-versions = ">=3.5"

[package.dependencies]
traitlets = "*"

[[package]]
name = "mccabe"
version = "0.6.1"
description = "McCabe checker, plugin for flake8"
category = "dev"
optional = false
python-versions = "*"

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

[[package]]
name = "multidict"
version = "5.1.0"
description = "multidict implementation"
category = "main"
optional = false
python-versions = ">=3.6"

[[package]]
name = "munch"
version = "2.5.0"
description = "A dot-accessible dictionary (a la JavaScript objects)"
category = "main"
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python-versions = "*"

[package.dependencies]
six = "*"

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testing = ["pytest", "coverage", "astroid (>=1.5.3,<1.6.0)", "pylint (>=1.7.2,<1.8.0)", "astroid (>=2.0)", "pylint (>=2.3.1,<2.4.0)"]
yaml = ["PyYAML (>=5.1.0)"]

[[package]]
name = "mypy"
version = "0.910"
description = "Optional static typing for Python"
category = "dev"
optional = false
python-versions = ">=3.5"

[package.dependencies]
mypy-extensions = ">=0.4.3,<0.5.0"
toml = "*"
typing-extensions = ">=3.7.4"

[package.extras]
dmypy = ["psutil (>=4.0)"]
python2 = ["typed-ast (>=1.4.0,<1.5.0)"]

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

[[package]]
name = "nbclient"
version = "0.5.4"
description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
category = "dev"
optional = false
python-versions = ">=3.6.1"

[package.dependencies]
jupyter-client = ">=6.1.5"
nbformat = ">=5.0"
nest-asyncio = "*"
traitlets = ">=4.2"

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dev = ["codecov", "coverage", "ipython", "ipykernel", "ipywidgets", "pytest (>=4.1)", "pytest-cov (>=2.6.1)", "check-manifest", "flake8", "mypy", "tox", "bumpversion", "xmltodict", "pip (>=18.1)", "wheel (>=0.31.0)", "setuptools (>=38.6.0)", "twine (>=1.11.0)", "black"]
sphinx = ["Sphinx (>=1.7)", "sphinx-book-theme", "mock", "moto", "myst-parser"]
test = ["codecov", "coverage", "ipython", "ipykernel", "ipywidgets", "pytest (>=4.1)", "pytest-cov (>=2.6.1)", "check-manifest", "flake8", "mypy", "tox", "bumpversion", "xmltodict", "pip (>=18.1)", "wheel (>=0.31.0)", "setuptools (>=38.6.0)", "twine (>=1.11.0)", "black"]

[[package]]
name = "nbconvert"
version = "6.1.0"
description = "Converting Jupyter Notebooks"
category = "dev"
optional = false
python-versions = ">=3.7"

[package.dependencies]
bleach = "*"
defusedxml = "*"
entrypoints = ">=0.2.2"
jinja2 = ">=2.4"
jupyter-core = "*"
jupyterlab-pygments = "*"
mistune = ">=0.8.1,<2"
nbclient = ">=0.5.0,<0.6.0"
nbformat = ">=4.4"
pandocfilters = ">=1.4.1"
pygments = ">=2.4.1"
testpath = "*"
traitlets = ">=5.0"

[package.extras]
all = ["pytest", "pytest-cov", "pytest-dependency", "ipykernel", "ipywidgets (>=7)", "pyppeteer (==0.2.2)", "tornado (>=4.0)", "sphinx (>=1.5.1)", "sphinx-rtd-theme", "nbsphinx (>=0.2.12)", "ipython"]
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 (==0.2.2)"]
webpdf = ["pyppeteer (==0.2.2)"]

[[package]]
name = "nbformat"
version = "5.1.3"
description = "The Jupyter Notebook format"
category = "dev"
optional = false
python-versions = ">=3.5"

[package.dependencies]
ipython-genutils = "*"
jsonschema = ">=2.4,<2.5.0 || >2.5.0"
jupyter-core = "*"
traitlets = ">=4.1"

[package.extras]
fast = ["fastjsonschema"]
test = ["check-manifest", "fastjsonschema", "testpath", "pytest", "pytest-cov"]

[[package]]
name = "nest-asyncio"
version = "1.5.1"
description = "Patch asyncio to allow nested event loops"
category = "dev"
optional = false
python-versions = ">=3.5"

[[package]]
name = "networkx"
version = "2.6.3"
description = "Python package for creating and manipulating graphs and networks"
category = "main"
optional = false
python-versions = ">=3.7"

[package.extras]
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developer = ["black (==21.5b1)", "pre-commit (>=2.12)"]
doc = ["sphinx (>=4.0,<5.0)", "pydata-sphinx-theme (>=0.6,<1.0)", "sphinx-gallery (>=0.9,<1.0)", "numpydoc (>=1.1)", "pillow (>=8.2)", "nb2plots (>=0.6)", "texext (>=0.6.6)"]
extra = ["lxml (>=4.5)", "pygraphviz (>=1.7)", "pydot (>=1.4.1)"]
test = ["pytest (>=6.2)", "pytest-cov (>=2.12)", "codecov (>=2.1)"]

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

[[package]]
name = "notebook"
version = "6.4.4"
description = "A web-based notebook environment for interactive computing"
category = "dev"
optional = false
python-versions = ">=3.6"

[package.dependencies]
argon2-cffi = "*"
ipykernel = "*"
ipython-genutils = "*"
jinja2 = "*"
jupyter-client = ">=5.3.4"
jupyter-core = ">=4.6.1"
nbconvert = "*"
nbformat = "*"
prometheus-client = "*"
pyzmq = ">=17"
Send2Trash = ">=1.5.0"
terminado = ">=0.8.3"
tornado = ">=6.1"
traitlets = ">=4.2.1"

[package.extras]
docs = ["sphinx", "nbsphinx", "sphinxcontrib-github-alt", "sphinx-rtd-theme", "myst-parser"]
json-logging = ["json-logging"]
test = ["pytest", "coverage", "requests", "nbval", "selenium", "pytest-cov", "requests-unixsocket"]

[[package]]
name = "numba"
version = "0.54.0"
description = "compiling Python code using LLVM"
category = "main"
optional = false
python-versions = ">=3.7,<3.10"

[package.dependencies]
llvmlite = ">=0.37.0rc1,<0.38"
numpy = ">=1.17,<1.21"

[[package]]
name = "numpy"
version = "1.20.3"
description = "NumPy is the fundamental package for array computing with Python."
category = "main"
optional = false
python-versions = ">=3.7"

[[package]]
name = "oauthlib"
version = "3.1.1"
description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
category = "main"
optional = false
python-versions = ">=3.6"

[package.extras]
rsa = ["cryptography (>=3.0.0,<4)"]
signals = ["blinker (>=1.4.0)"]
signedtoken = ["cryptography (>=3.0.0,<4)", "pyjwt (>=2.0.0,<3)"]

[[package]]
name = "omegaconf"
version = "2.1.1"
description = "A flexible configuration library"
category = "main"
optional = false
python-versions = ">=3.6"

[package.dependencies]
antlr4-python3-runtime = "4.8"
PyYAML = ">=5.1.0"

[[package]]
name = "optuna"
version = "2.9.1"
description = "A hyperparameter optimization framework"
category = "main"
optional = false
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 = "*"

[package.extras]
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checking = ["black", "hacking", "isort", "mypy (==0.790)", "blackdoc"]
codecov = ["codecov", "pytest-cov"]
doctest = ["cma", "matplotlib (>=3.0.0)", "pandas", "plotly (>=4.0.0)", "scikit-learn (>=0.24.2)", "scikit-optimize", "mlflow"]
document = ["sphinx (<4.0.0)", "sphinx-rtd-theme", "sphinx-copybutton", "sphinx-gallery", "sphinx-plotly-directive", "pillow", "matplotlib", "scikit-learn", "plotly (>=4.0.0)", "pandas", "lightgbm", "torch (==1.8.0)", "torchvision (==0.9.0)", "torchaudio (==0.8.0)", "thop"]
experimental = ["redis"]
integration = ["chainer (>=5.0.0)", "cma", "lightgbm", "mlflow", "wandb", "mpi4py", "mxnet", "pandas", "scikit-learn (>=0.24.2)", "scikit-optimize", "xgboost", "pytorch-ignite", "pytorch-lightning (>=1.0.2)", "skorch", "catalyst (>=21.3)", "torchaudio (==0.8.0)", "allennlp (>=2.2.0)", "fastai", "keras", "tensorflow (<2.5.0)", "tensorflow-datasets", "botorch (>=0.4.0)", "torch (==1.8.0+cpu)", "torchvision (==0.9.0+cpu)", "torch (==1.8.0)", "torchvision (==0.9.0)"]
optional = ["bokeh (<2.0.0)", "matplotlib (>=3.0.0)", "pandas", "plotly (>=4.0.0)", "redis", "scikit-learn (>=0.24.2)"]
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)", "scikit-optimize", "xgboost", "keras", "tensorflow-datasets", "pytorch-ignite", "pytorch-lightning (>=1.0.2)", "skorch", "catalyst (>=21.3)", "torchaudio (==0.8.0)", "allennlp (>=2.2.0)", "fastai", "tensorflow (<2.5.0)", "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"]

[[package]]
name = "osmnx"
version = "1.1.1"
description = "Retrieve, model, analyze, and visualize OpenStreetMap street networks and other spatial data"
category = "main"
optional = false
python-versions = ">=3.6"

[package.dependencies]
geopandas = ">=0.9"
matplotlib = ">=3.3"
networkx = ">=2.5"
numpy = ">=1.19"
pandas = ">=1.1"
pyproj = ">=2.6"
requests = ">=2.25"
Rtree = ">=0.9"
Shapely = ">=1.7"

[package.extras]
entropy = ["scipy"]
nearest_neighbor = ["scikit-learn", "scipy"]
raster = ["gdal", "rasterio"]
web_map = ["folium"]

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

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

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description = "Powerful data structures for data analysis, time series, and statistics"
category = "main"
optional = false
python-versions = ">=3.7.1"

[package.dependencies]
numpy = ">=1.17.3"
python-dateutil = ">=2.7.3"
pytz = ">=2017.3"

[package.extras]
test = ["hypothesis (>=3.58)", "pytest (>=6.0)", "pytest-xdist"]

[[package]]
name = "pandocfilters"
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description = "Utilities for writing pandoc filters in python"
category = "dev"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"

[[package]]
name = "parso"
version = "0.8.2"
description = "A Python Parser"
category = "dev"
optional = false
python-versions = ">=3.6"

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

[[package]]
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description = "Bring colors to your terminal."
category = "dev"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"

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

[[package]]
name = "pbr"
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description = "Python Build Reasonableness"
category = "main"
optional = false
python-versions = ">=2.6"

[[package]]
name = "pexpect"
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category = "dev"
optional = false
python-versions = "*"

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

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

[[package]]
name = "pillow"
version = "8.3.2"
description = "Python Imaging Library (Fork)"
category = "main"
optional = false
python-versions = ">=3.6"

[[package]]
name = "platformdirs"
version = "2.3.0"
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category = "dev"
optional = false
python-versions = ">=3.6"

[package.extras]
docs = ["Sphinx (>=4)", "furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)"]
test = ["appdirs (==1.4.4)", "pytest (>=6)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)"]

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

[package.dependencies]
six = "*"
tenacity = ">=6.2.0"

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

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

[[package]]
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category = "dev"
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python-versions = ">=3.6,<4.0"

[package.dependencies]
pastel = ">=0.2.0,<0.3.0"
tomlkit = ">=0.6.0,<1.0.0"

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

[package.dependencies]
cfgv = ">=2.0.0"
identify = ">=1.0.0"
nodeenv = ">=0.11.1"
pyyaml = ">=5.1"
toml = "*"
virtualenv = ">=20.0.8"

[[package]]
name = "prettytable"
version = "2.2.0"
description = "A simple Python library for easily displaying tabular data in a visually appealing ASCII table format"
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optional = false
python-versions = ">=3.6"

[package.dependencies]
wcwidth = "*"

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

[[package]]
name = "prometheus-client"
version = "0.11.0"
description = "Python client for the Prometheus monitoring system."
category = "dev"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"

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

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

[package.dependencies]
wcwidth = "*"

[[package]]
name = "protobuf"
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description = "Protocol Buffers"
category = "main"
optional = false
python-versions = "*"

[[package]]
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