FisherAdapTune/pyproject.toml at main · AtlasAnalyticsLab/FisherAdapTune · GitHub

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[build-system]
requires = ["setuptools>=69", "wheel"]
build-backend = "setuptools.build_meta"

[project]
name = "fisheradaptune"
version = "0.1.0"
description = "Fisher-guided Adaptive Fine-Tuning: model-agnostic progressive parameter freezing via Fisher Information Matrix statistics."
requires-python = ">=3.9"
license = {file = "LICENSE"}
readme = "README.md"
authors = [
    {name = "Ghodsieh Rostami", email = "ghodsieh.rostami@gmail.com"},
]
keywords = [
    "fine-tuning",
    "fisher-information",
    "adaptive-training",
    "parameter-efficiency",
    "deep-learning",
    "pytorch",
    "transfer-learning",
    "pruning",
    "jensen-shannon-divergence",
    "sam2",
    "segmentation",
]
classifiers = [
    "Development Status :: 3 - Alpha",
    "Intended Audience :: Science/Research",
    "License :: Free for non-commercial use",
    "Operating System :: OS Independent",
    "Programming Language :: Python :: 3",
    "Programming Language :: Python :: 3.9",
    "Programming Language :: Python :: 3.10",
    "Programming Language :: Python :: 3.11",
    "Programming Language :: Python :: 3.12",
    "Topic :: Scientific/Engineering :: Artificial Intelligence",
    "Typing :: Typed",
]
dependencies = [
    "torch>=2.0",
    "numpy>=1.24",
    "pyyaml>=6.0",
]

[project.optional-dependencies]
logging = ["wandb"]
plotting = ["matplotlib"]
dev = [
    "ruff==0.4.4",
    "mypy==1.10.0",
    "pre-commit==3.7.1",
]

[project.urls]
Homepage = "https://github.com/Mahdi-S-Hosseini/FisherAdapTune"
Repository = "https://github.com/Mahdi-S-Hosseini/FisherAdapTune"
"Bug Tracker" = "https://github.com/Mahdi-S-Hosseini/FisherAdapTune/issues"

[tool.setuptools.packages.find]
include = ["scripts*"]

[tool.ruff]
target-version = "py39"
line-length = 100

[tool.ruff.lint]
select = ["E9", "F", "I"]

[tool.mypy]
python_version = "3.9"
ignore_missing_imports = true
pretty = true
show_error_codes = true
warn_redundant_casts = true
warn_unused_ignores = true

[[tool.mypy.overrides]]
module = ["torch.*"]
follow_imports = "skip"