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pyproject.toml
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[build-system]
requires = [
"setuptools",
"wheel",
"numpy==1.26.4",
"cython==3.0.10"]
build-backend = "setuptools.build_meta"
[project]
name = "time-series-anomaly-detector"
version = "0.3.3"
description = "Time Series Anomaly Detector"
readme = "README.md"
requires-python = ">=3.10.0"
license = { file = "LICENSE" }
keywords = ["machine learning", "time series", "anomaly detection"]
authors = [
{ name = "Microsoft Corporation", email = "[email protected]" }
]
maintainers = [
{ name = "Microsoft Corporation", email = "[email protected]" }
]
classifiers = [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12"
]
dependencies = [
"numpy<2, >=1.23.5",
"pandas<2, >=1.3.5",
"seasonal>=0.3.1",
"scipy<1.13.0, >=1.9.3",
"pytz>=2018.9",
"rstl>=0.1.3",
"psutil>=6.1.1",
"statsmodels>=0.14.1",
"scikit-learn>=1.3.2",
"arch>=6.3.0",
"torch>=1.13.1",
"tqdm>=4.66.1",
"mlflow>=2",
"pytest>=7.4.4",
]
[project.urls]
"Homepage" = "https://github.com/microsoft/anomaly-detector"
[tool.setuptools.packages.find]
where = ["src"]
[tool.cibuildwheel]
skip = ["pp*", "*-musllinux*"]
test-command = [
"python {project}/tests/uvad_test.py",
"python {project}/tests/test_demo.py"
]