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pyproject.toml
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pyproject.toml
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[project]
name = "econml"
requires-python = ">=3.8"
authors = [{ name = "PyWhy contributors" }]
description = "This package contains several methods for calculating Conditional Average Treatment Effects"
readme = "README.md"
keywords = ["treatment-effect"]
license = { text = "MIT" }
dynamic = ["version"]
classifiers = [
"Programming Language :: Python :: 3.8",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"License :: OSI Approved :: MIT License",
"Operating System :: MacOS",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX :: Linux"
]
dependencies = [
"numpy",
"scipy > 1.4.0",
"scikit-learn >= 1.0, < 1.4",
"sparse",
"joblib >= 0.13.0",
"statsmodels >= 0.10",
"pandas > 1.0",
"shap >= 0.38.1, < 0.44.0",
"lightgbm"
]
[project.urls]
"Homepage" = "https://github.com/py-why/EconML"
"Bug Tracker" = "https://github.com/py-why/EconML/Issues"
"Source Code" = "https://github.com/py-why/EconML"
"Documentation" = "https://econml.azurewebsites.net/"
[project.optional-dependencies]
automl = [
# Disabled due to incompatibility with scikit-learn
# azureml-sdk[explain,automl] == 1.0.83
"azure-cli"
]
tf = [
# This extra is not currently compatible with python 3.9 or above because of tensorflow breaking changes
"keras < 2.4; python_version < '3.9'",
"tensorflow > 1.10, < 2.3; python_version < '3.9'",
# Version capped due to tensorflow incompatibility
"protobuf < 4",
# Version capped due to tensorflow incompatibility
"numpy < 1.24"
]
plt = [
"graphviz",
"matplotlib"
]
dowhy = [
"dowhy < 0.11"
]
ray = [
"ray > 2.2.0"
]
all = [
# Disabled due to incompatibility with scikit-learn
# azureml-sdk[explain,automl] == 1.0.83
"azure-cli",
# This extra is not currently compatible with python 3.9 or above because of tensorflow breaking changes
"keras < 2.4; python_version < '3.9'",
"tensorflow > 1.10, < 2.3; python_version < '3.9'",
# Version capped due to tensorflow incompatibility
"protobuf < 4",
# Version capped due to tensorflow incompatibility
"numpy < 1.24",
"graphviz",
"matplotlib",
"dowhy < 0.11",
"ray > 2.2.0"
]
[build-system]
requires = [
"setuptools",
"wheel",
"oldest-supported-numpy",
"scipy",
"cython<3" # Our native code has several incompatibilities with Cython 3
]
build-backend = "setuptools.build_meta"
[tool.pytest.ini_options]
addopts = "--junitxml=junit/test-results.xml -n auto --strict-markers --cov-config=setup.cfg --cov=econml"
markers = [
"slow",
"notebook",
"automl",
"dml",
"serial",
"cate_api",
"treatment_featurization",
"ray"
]