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name = "pathspec"
version = "0.9.0"
description = "Utility library for gitignore style pattern matching of file paths."
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optional = false
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"

[[package]]
name = "pillow"
version = "8.4.0"
description = "Python Imaging Library (Fork)"
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optional = true
python-versions = ">=3.6"

[[package]]
name = "platformdirs"
version = "2.4.0"
description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
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]]
name = "pluggy"
version = "1.0.0"
description = "plugin and hook calling mechanisms for python"
category = "dev"
optional = false
python-versions = ">=3.6"

[package.dependencies]
importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}

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

[[package]]
name = "pre-commit"
version = "2.15.0"
description = "A framework for managing and maintaining multi-language pre-commit hooks."
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optional = false
python-versions = ">=3.6.1"

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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]]
name = "protobuf"
version = "3.19.1"
description = "Protocol Buffers"
category = "main"
optional = true
python-versions = ">=3.5"

[[package]]
name = "psutil"
version = "5.8.0"
description = "Cross-platform lib for process and system monitoring in Python."
category = "main"
optional = true
python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"

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

[[package]]
name = "pulp"
version = "2.5.1"
description = "PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems."
category = "main"
optional = true
python-versions = "*"

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

[[package]]
name = "pyarrow"
version = "2.0.0"
description = "Python library for Apache Arrow"
category = "main"
optional = true
python-versions = ">=3.5"

[package.dependencies]
numpy = ">=1.14"

[[package]]
name = "pygame"
version = "2.1.0"
description = "Python Game Development"
category = "main"
optional = true
python-versions = ">=3.6"

[[package]]
name = "pygments"
version = "2.10.0"
description = "Pygments is a syntax highlighting package written in Python."
category = "dev"
optional = false
python-versions = ">=3.5"

[[package]]
name = "pymdown-extensions"
version = "8.2"
description = "Extension pack for Python Markdown."
category = "dev"
optional = false
python-versions = ">=3.6"

[package.dependencies]
Markdown = ">=3.2"

[[package]]
name = "pynndescent"
version = "0.5.5"
description = "Nearest Neighbor Descent"
category = "main"
optional = true
python-versions = "*"

[package.dependencies]
joblib = ">=0.11"
llvmlite = ">=0.30"
numba = ">=0.51.2"
scikit-learn = ">=0.18"
scipy = ">=1.0"

[[package]]
name = "pyparsing"
version = "3.0.6"
description = "Python parsing module"
category = "main"
optional = false
python-versions = ">=3.6"

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

[[package]]
name = "pyrsistent"
version = "0.18.0"
description = "Persistent/Functional/Immutable data structures"
category = "main"
optional = true
python-versions = ">=3.6"

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

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

[[package]]
name = "pytkdocs"
version = "0.9.0"
description = "Load Python objects documentation."
category = "dev"
optional = false
python-versions = ">=3.6,<4.0"

[package.extras]
tests = ["coverage (>=5.2.1,<6.0.0)", "invoke (>=1.4.1,<2.0.0)", "marshmallow (>=3.5.2,<4.0.0)", "mypy (>=0.782,<0.783)", "pydantic (>=1.5.1,<2.0.0)", "pytest (>=6.0.1,<7.0.0)", "pytest-cov (>=2.10.1,<3.0.0)", "pytest-randomly (>=3.4.1,<4.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "pytest-xdist (>=2.1.0,<3.0.0)"]

[[package]]
name = "pytz"
version = "2021.3"
description = "World timezone definitions, modern and historical"
category = "main"
optional = true
python-versions = "*"

[[package]]
name = "pywin32"
version = "302"
description = "Python for Window Extensions"
category = "main"
optional = true
python-versions = "*"

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

[[package]]
name = "pyyaml-env-tag"
version = "0.1"
description = "A custom YAML tag for referencing environment variables in YAML files. "
category = "dev"
optional = false
python-versions = ">=3.6"

[package.dependencies]
pyyaml = "*"

[[package]]
name = "ratelimiter"
version = "1.2.0.post0"
description = "Simple python rate limiting object"
category = "main"
optional = true
python-versions = "*"

[package.extras]
test = ["pytest (>=3.0)", "pytest-asyncio"]

[[package]]
name = "ray"
version = "1.8.0"
description = "Ray provides a simple, universal API for building distributed applications."
category = "main"
optional = true
python-versions = "*"

[package.dependencies]
attrs = "*"
click = ">=7.0"
filelock = "*"
grpcio = ">=1.28.1"
jsonschema = "*"
msgpack = ">=1.0.0,<2.0.0"
numpy = [
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    {version = ">=1.19.3", markers = "python_version >= \"3.9\""},
]
protobuf = ">=3.15.3"
pyyaml = "*"
redis = ">=3.5.0"

[package.extras]
all = ["pyarrow (>=4.0.1)", "py-spy (>=0.2.0)", "scipy", "aiohttp (>=3.7)", "starlette", "colorful", "urllib3", "dm-tree", "requests", "aiohttp-cors", "fsspec", "opentelemetry-exporter-otlp (==1.1.0)", "ray-cpp (==1.8.0)", "opentelemetry-api (==1.1.0)", "tabulate", "tensorboardX (>=1.9)", "lz4", "scikit-image", "prometheus-client (>=0.7.1)", "uvicorn", "opencensus", "aioredis (<2)", "pandas", "gpustat (>=1.0.0b1)", "pyyaml", "opentelemetry-sdk (==1.1.0)", "kubernetes", "fastapi", "gym", "matplotlib (!=3.4.3)"]
cpp = ["ray-cpp (==1.8.0)"]
data = ["pandas", "pyarrow (>=4.0.1)", "fsspec"]
default = ["aiohttp (>=3.7)", "aiohttp-cors", "aioredis (<2)", "colorful", "py-spy (>=0.2.0)", "requests", "gpustat (>=1.0.0b1)", "opencensus", "prometheus-client (>=0.7.1)"]
k8s = ["kubernetes", "urllib3"]
observability = ["opentelemetry-api (==1.1.0)", "opentelemetry-sdk (==1.1.0)", "opentelemetry-exporter-otlp (==1.1.0)"]
rllib = ["pandas", "tabulate", "tensorboardX (>=1.9)", "requests", "dm-tree", "gym", "lz4", "matplotlib (!=3.4.3)", "scikit-image", "pyyaml", "scipy"]
serve = ["uvicorn", "requests", "starlette", "fastapi"]
tune = ["pandas", "tabulate", "tensorboardX (>=1.9)", "requests"]

[[package]]
name = "rdflib"
version = "6.0.2"
description = "RDFLib is a Python library for working with RDF, a simple yet powerful language for representing information."
category = "main"
optional = true
python-versions = ">=3.7"

[package.dependencies]
isodate = "*"
pyparsing = "*"

[package.extras]
docs = ["sphinx (<5)", "sphinxcontrib-apidoc"]
html = ["html5lib"]
tests = ["html5lib", "networkx", "nose (==1.3.7)", "nose-timer", "coverage", "black (==21.6b0)", "flake8", "doctest-ignore-unicode (==0.1.2)"]

[[package]]
name = "redis"
version = "4.0.2"
description = "Python client for Redis database and key-value store"
category = "main"
optional = true
python-versions = ">=3.6"

[package.dependencies]
deprecated = "*"

[package.extras]
hiredis = ["hiredis (>=1.0.0)"]

[[package]]
name = "regex"
version = "2021.11.10"
description = "Alternative regular expression module, to replace re."
category = "dev"
optional = false
python-versions = "*"

[[package]]
name = "requests"
version = "2.26.0"
description = "Python HTTP for Humans."
category = "main"
optional = true
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"

[package.dependencies]
certifi = ">=2017.4.17"
charset-normalizer = {version = ">=2.0.0,<2.1.0", markers = "python_version >= \"3\""}
idna = {version = ">=2.5,<4", markers = "python_version >= \"3\""}
urllib3 = ">=1.21.1,<1.27"

[package.extras]
socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"]
use_chardet_on_py3 = ["chardet (>=3.0.2,<5)"]

[[package]]
name = "scenedetect"
version = "0.5.6.1"
description = "A cross-platform, OpenCV-based video scene detection program and Python library."
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optional = true
python-versions = "*"

[package.dependencies]
Click = "*"
numpy = "*"
tqdm = "*"

[package.extras]
opencv-headless = ["opencv-python-headless (<=4.2.0.32)", "opencv-python-headless"]
opencv = ["opencv-python (<=4.2.0.32)", "opencv-python"]

[[package]]
name = "scikit-learn"
version = "1.0.1"
description = "A set of python modules for machine learning and data mining"
category = "main"
optional = false
python-versions = ">=3.7"

[package.dependencies]
joblib = ">=0.11"
numpy = ">=1.14.6"
scipy = ">=1.1.0"
threadpoolctl = ">=2.0.0"

[package.extras]
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docs = ["matplotlib (>=2.2.3)", "scikit-image (>=0.14.5)", "pandas (>=0.25.0)", "seaborn (>=0.9.0)", "memory-profiler (>=0.57.0)", "sphinx (>=4.0.1)", "sphinx-gallery (>=0.7.0)", "numpydoc (>=1.0.0)", "Pillow (>=7.1.2)", "sphinx-prompt (>=1.3.0)", "sphinxext-opengraph (>=0.4.2)"]
examples = ["matplotlib (>=2.2.3)", "scikit-image (>=0.14.5)", "pandas (>=0.25.0)", "seaborn (>=0.9.0)"]
tests = ["matplotlib (>=2.2.3)", "scikit-image (>=0.14.5)", "pandas (>=0.25.0)", "pytest (>=5.0.1)", "pytest-cov (>=2.9.0)", "flake8 (>=3.8.2)", "black (>=21.6b0)", "mypy (>=0.770)", "pyamg (>=4.0.0)"]

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

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

[[package]]
name = "seaborn"
version = "0.11.2"
description = "seaborn: statistical data visualization"
category = "main"
optional = true
python-versions = ">=3.6"

[package.dependencies]
matplotlib = ">=2.2"
numpy = ">=1.15"
pandas = ">=0.23"
scipy = ">=1.0"

[[package]]
name = "setuptools-scm"
version = "6.3.2"
description = "the blessed package to manage your versions by scm tags"
category = "main"
optional = true
python-versions = ">=3.6"

[package.dependencies]
packaging = ">=20.0"
tomli = ">=1.0.0"

[package.extras]
toml = ["setuptools (>=42)", "tomli (>=1.0.0)"]

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

[[package]]
name = "sklearn-ann"
version = "0.1.0"
description = "Various integrations for ANN (Approximate Nearest Neighbours) libraries into scikit-learn."
category = "main"
optional = false
python-versions = "^3.7"
develop = false

[package.dependencies]
scikit-learn = ">=0.24.0"

[package.extras]
tests = ["pytest (>=6.2.1,<7.0.0)", "pytest-cov (>=2.10.1,<3.0.0)", "flake8 (>=3.8.4,<4.0.0)", "black (==19.10b0)"]
docs = ["sphinx (>=3.4.1,<4.0.0)", "sphinx-gallery (>=0.8.2,<0.9.0)", "sphinx-rtd-theme (>=0.5.0,<0.6.0)", "numpydoc (>=1.1.0,<2.0.0)", "matplotlib (>=3.3.3,<4.0.0)"]
annoy = ["annoy (>=1.17.0,<2.0.0)"]
faiss = ["faiss-cpu (>=1.6.5,<2.0.0)"]
pynndescent = ["pynndescent (>=0.5.1,<0.6.0)"]

[package.source]
type = "git"
url = "https://github.com/frankier/sklearn-ann.git"
reference = "7e0a0cf852240a21b0c5fd23d8ddf0c8b85d7d8e"
resolved_reference = "7e0a0cf852240a21b0c5fd23d8ddf0c8b85d7d8e"

[[package]]
name = "smart-open"
version = "5.2.1"
description = "Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)"
category = "main"
optional = true
python-versions = ">=3.6,<4.0"

[package.extras]
all = ["boto3", "google-cloud-storage", "azure-storage-blob", "azure-common", "azure-core", "requests"]
azure = ["azure-storage-blob", "azure-common", "azure-core"]
gcs = ["google-cloud-storage"]
http = ["requests"]
s3 = ["boto3"]
test = ["boto3", "google-cloud-storage", "azure-storage-blob", "azure-common", "azure-core", "requests", "moto[server] (==1.3.14)", "pathlib2", "responses", "paramiko", "parameterizedtestcase", "pytest", "pytest-rerunfailures"]
webhdfs = ["requests"]

[[package]]
name = "smmap"
version = "5.0.0"
description = "A pure Python implementation of a sliding window memory map manager"
category = "main"
optional = true
python-versions = ">=3.6"

[[package]]
name = "snakemake"
version = "6.10.0"
description = "Snakemake is a workflow management system that aims to reduce the complexity of creating workflows by providing a fast and comfortable execution environment, together with a clean and modern specification language in python style. Snakemake workflows are essentially Python scripts extended by declarative code to define rules. Rules describe how to create output files from input files."
category = "main"
optional = true
python-versions = "*"

[package.dependencies]
appdirs = "*"
configargparse = "*"
connection_pool = ">=0.0.3"
datrie = "*"
docutils = "*"
filelock = "*"
gitpython = "*"
jsonschema = "*"
nbformat = "*"
psutil = "*"
pulp = ">=2.0"
pyyaml = "*"
ratelimiter = "*"
requests = "*"
smart_open = ">=3.0"
stopit = "*"
tabulate = "*"
toposort = "*"
wrapt = "*"

[package.extras]
google-cloud = ["oauth2client", "google-crc32c", "google-api-python-client", "google-cloud-storage"]
messaging = ["slacker"]
pep = ["peppy", "eido"]
reports = ["jinja2", "networkx", "pygments", "pygraphviz"]

[[package]]
name = "soupsieve"
version = "2.3.1"
description = "A modern CSS selector implementation for Beautiful Soup."
category = "dev"
optional = false
python-versions = ">=3.6"

[[package]]
name = "sparqlwrapper"
version = "1.8.5"
description = "SPARQL Endpoint interface to Python"
category = "main"
optional = true
python-versions = "*"

[package.dependencies]
rdflib = ">=4.0"

[package.extras]
keepalive = ["keepalive (>=0.5)"]

[[package]]
name = "stopit"
version = "1.1.2"
description = "Timeout control decorator and context managers, raise any exception in another thread"
category = "main"
optional = true
python-versions = "*"

[[package]]
name = "tabulate"
version = "0.8.9"
description = "Pretty-print tabular data"
category = "main"
optional = true
python-versions = "*"

[package.extras]
widechars = ["wcwidth"]

[[package]]
name = "threadpoolctl"
version = "3.0.0"
description = "threadpoolctl"
category = "main"
optional = false
python-versions = ">=3.6"

[[package]]
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.*"

[[package]]
name = "tomli"
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description = "A lil' TOML parser"
category = "main"
optional = true
python-versions = ">=3.6"

[[package]]
name = "toposort"
version = "1.7"
description = "\"Implements a topological sort algorithm.\""
category = "main"
optional = true
python-versions = "*"

[[package]]
name = "torch"
version = "1.10.0"
description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
category = "main"
optional = false
python-versions = ">=3.6.2"

[package.dependencies]
typing-extensions = "*"

[[package]]
name = "tox"
version = "3.24.4"
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"

[package.dependencies]
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"
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.extras]
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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]]
name = "tqdm"
version = "4.62.3"
description = "Fast, Extensible Progress Meter"
category = "main"
optional = true
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"

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

[package.extras]
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notebook = ["ipywidgets (>=6)"]
telegram = ["requests"]

[[package]]
name = "traitlets"
version = "5.1.1"
description = "Traitlets Python configuration system"
category = "main"
optional = true
python-versions = ">=3.7"

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

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

[[package]]
name = "typing-extensions"
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description = "Backported and Experimental Type Hints for Python 3.6+"
category = "main"
optional = false
python-versions = ">=3.6"

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

[package.extras]
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socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]

[[package]]
name = "virtualenv"
version = "20.10.0"
description = "Virtual Python Environment builder"
category = "dev"
optional = false
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"

[package.dependencies]
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distlib = ">=0.3.1,<1"
filelock = ">=3.2,<4"
importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
platformdirs = ">=2,<3"
six = ">=1.9.0,<2"

[package.extras]
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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)"]

[[package]]
name = "watchdog"
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