ml-model-extraction/pyproject.toml at main · kamil271e/ml-model-extraction · GitHub

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[project]
name = "ml-model-extraction"
version = "0.1.0"
description = "Research toolkit for inferring hidden structure from black-box ML models"
readme = "README.md"
requires-python = ">=3.12"
license = {text = "MIT"}
keywords = [
    "machine-learning",
    "model-extraction",
    "svd",
    "neural-networks",
    "security",
]
classifiers = [
    "Development Status :: 3 - Alpha",
    "Intended Audience :: Science/Research",
    "Programming Language :: Python :: 3.12",
    "Topic :: Scientific/Engineering :: Artificial Intelligence",
]
dependencies = [
    "dask>=2025.1.0",
    "ipykernel>=6.29.5",
    "matplotlib>=3.10.0",
    "nltk>=3.9.1",
    "numpy>=2.2.2",
    "optuna>=4.4.0",
    "pandas>=2.2.3",
    "pydantic>=2.10.6",
    "ruff>=0.9.3",
    "scipy>=1.15.2",
    "sentence-transformers>=4.1.0",
    "stubs>=1.0.0",
    "torch>=2.6.0",
    "transformers>=4.48.3",
    "ty>=0.0.4",
]

[project.optional-dependencies]
dev = [
    "pytest>=8.0",
    "pytest-cov>=6.0",
]

[tool.pytest.ini_options]
testpaths = ["tests"]
pythonpath = ["."]
addopts = "-v"

[tool.coverage.run]
source = ["src"]
omit = ["src/research/*"]

[tool.coverage.report]
exclude_lines = [
    "pragma: no cover",
    "if TYPE_CHECKING:",
]

[tool.ruff]
target-version = "py312"
line-length = 88
indent-width = 4

[tool.ruff.lint.pydocstyle]
convention = "google"

[tool.ruff.format]
quote-style = "double"
indent-style = "space"
skip-magic-trailing-comma = false
line-ending = "auto"

[tool.ruff.lint]
extend-select = [
    "F",
    "E",
    "W",
    "C90",
    "I",
    "N",
    "UP",
    "YTT",
    "ANN",
    "ASYNC",
    "S",
    "BLE",
    "FBT",
    "B",
    "A",
    "COM",
    "C4",
    "DTZ",
    "T10",
    "EM",
    "FA",
    "ISC",
    "ICN",
    "LOG",
    "G",
    "INP",
    "PIE",
    "T20",
    "PYI",
    "Q",
    "RSE",
    "RET",
    "SLF",
    "SLOT",
    "SIM",
    "TID",
    "TCH",
    "INT",
    "ARG",
    "PTH",
    "FIX",
    "ERA",
    "PD",
    "PGH",
    "PL",
    "TRY",
    "FLY",
    "NPY",
    "PERF",
    "RUF",
    "D",
]

ignore = [
    "ISC001", # Conflicts with formatter
    "UP007",  # Conflicts with pydantic
    "E501",   # Line length
    "COM812", # Conflicts with formatter
    "ANN401", # **kwargs and *args must be arbitrary type
    "D100",   # required docs
    "D101",
    "D102",
    "D103",
    "D104",
    "D105",
    "D106",
    "D107",
    "D205", # 1 blank line required between summary line and description
    "S101", # Use of assert
    "N803", # Uppercase variables
    "ERA001", # Commented-out code
    "T201",  # print
    "N806", # Upercase variables
    "S311", # Standard pseudo-random generators,
    "E741",
    "N802",
    "INP001", # Implicit namespace package (tests don't need __init__.py)
    "PLR2004", # Magic value comparisons (acceptable in tests)
]

[tool.ty]