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pyproject.toml
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pyproject.toml
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[build-system]
requires = [
"setuptools>=65", "wheel"
]
build-backend = "setuptools.build_meta"
[project]
name = "pyknos"
description = "don't regress. A package for neural conditional density estimation."
authors = [
{ name = "sbi-dev", email = "[email protected]"},
]
classifiers = [
"Intended Audience :: Developers",
"Intended Audience :: Education",
"Intended Audience :: Science/Research",
"Topic :: Adaptive Technologies",
"Topic :: Scientific/Engineering",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
"Topic :: Scientific/Engineering :: Mathematics",
"""License :: OSI Approved :: GNU Affero General Public License v3 or later
(AGPLv3+)""",
"Natural Language :: English",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Development Status :: 3 - Alpha",
]
requires-python = ">=3.8"
dynamic = ["version"]
readme = "README.md"
keywords = [
"conditional density estimation",
"mixture density networks",
"normalizing flows",
"diffusion models",
"PyTorch"
]
dependencies = [
"matplotlib",
"nflows==0.14",
"numpy",
"tensorboard",
"torch",
"tqdm",
]
[project.optional-dependencies]
dev = [
"jupyter",
"nbconvert",
# Lint
"pre-commit == 3.5.0",
"pyyaml",
"pyright",
"ruff>=0.3.3",
# Test
"pytest",
"pytest-cov",
"pytest-xdist",
"torchtestcase",
]
[project.urls]
source = "https://github.com/sbi-dev/pyknos"
tracker = "https://github.com/sbi-dev/pyknos/issues"
# Package installation configuration
[tool.setuptools.packages.find]
where = ["."] # list of folders that contain the packages (["."] by default)
include = ["pyknos*"] # package names should match these glob patterns (["*"] by default)
exclude = [] # exclude packages matching these glob patterns (empty by default)
namespaces = false # to disable scanning PEP 420 namespaces (true by default)
[tool.setuptools.dynamic]
version = {attr = "pyknos.__version__"}
# ruff configs
[tool.ruff]
extend-include = ["*.ipynb"]
line-length = 88
[tool.ruff.lint]
# pycodestyle, Pyflakes, pyupgrade, flake8-bugbear, flake8-simplify, isort
select = ["E", "F", "W", "B", "SIM", "I"]
ignore = [
"E731", # allow naming lambda functions.
"B008", # allow function calls in default args.
]
[tool.ruff.lint.extend-per-file-ignores]
"__init__.py" = ["E402", "F401", "F403"] # allow unused imports and undefined names
"test_*.py" = ["F403", "F405"]
[tool.ruff.lint.isort]
case-sensitive = true
lines-between-types = 0 # like isort default.
relative-imports-order = "furthest-to-closest" # like isort default.
known-first-party = ["pyknos", "tests"]
[tool.ruff.format]
exclude = ["*.ipynb"]
preview = true
quote-style = "preserve"
# Pytest configuration
[tool.pytest.ini_options]
minversion = "6.0"
addopts = "-ra -q"
testpaths = ["tests"]
markers = [
"slow: marks tests as slow (deselect with '-m \"not slow\"')",
"gpu: marks tests that require a gpu (deselect with '-m \"not gpu\"')",
]
# Pyright configuration
[tool.pyright]
include = ["pyknos", "tests"]
exclude = ["**/__pycache__", "**/__node_modules__", ".git"]
python_version = "3.8"
reportUnsupportedDunderAll = false
reportGeneralTypeIssues = false
reportInvalidTypeForm = false
reportWildcardImportFromLibrary = false
typeCheckingMode = "basic"