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| [build-system] | |
| requires = ["setuptools>=61.0", "wheel"] | |
| build-backend = "setuptools.build_meta" | |
| [project] | |
| name = "cpr" | |
| version = "0.1.0" | |
| description = "Conformal Protein Retrieval - Functional protein mining with statistical guarantees" | |
| readme = "README.md" | |
| license = {text = "MIT"} | |
| authors = [ | |
| {name = "Ron S. Boger"}, | |
| {name = "Seyone Chithrananda"}, | |
| {name = "Anastasios N. Angelopoulos"}, | |
| {name = "Peter H. Yoon"}, | |
| {name = "Michael I. Jordan"}, | |
| {name = "Jennifer A. Doudna"}, | |
| ] | |
| keywords = ["protein", "conformal prediction", "bioinformatics", "machine learning", "FDR control"] | |
| classifiers = [ | |
| "Development Status :: 4 - Beta", | |
| "Intended Audience :: Science/Research", | |
| "License :: OSI Approved :: MIT License", | |
| "Programming Language :: Python :: 3", | |
| "Programming Language :: Python :: 3.9", | |
| "Programming Language :: Python :: 3.10", | |
| "Programming Language :: Python :: 3.11", | |
| "Topic :: Scientific/Engineering :: Bio-Informatics", | |
| ] | |
| requires-python = ">=3.9" | |
| dependencies = [ | |
| "numpy>=1.24.0", | |
| "pandas>=2.0.0", | |
| "scipy>=1.10.0", | |
| "scikit-learn>=1.0.0", | |
| "biopython>=1.81", | |
| "faiss-cpu>=1.7.4", | |
| "torch>=2.0.0", | |
| "transformers>=4.30.0", | |
| "fair-esm>=2.0.0", # Required for CLEAN embedding (ESM-1b) | |
| ] | |
| [project.optional-dependencies] | |
| gui = [ | |
| "gradio>=3.50.0", | |
| "plotly>=5.9.0", | |
| "py3Dmol>=1.8.0", | |
| "networkx>=2.8.0", | |
| "matplotlib>=3.5.0", | |
| "seaborn>=0.12.0", | |
| ] | |
| api = [ | |
| "fastapi>=0.90.0", | |
| "uvicorn>=0.18.0", | |
| "jinja2>=3.1.0", | |
| "pydantic>=1.10.0", | |
| "python-multipart>=0.0.5", | |
| ] | |
| dev = [ | |
| "pytest>=7.0.0", | |
| "pytest-cov>=4.0.0", | |
| "black>=23.0.0", | |
| "ruff>=0.1.0", | |
| ] | |
| all = ["cpr[gui,api,dev]"] | |
| [project.scripts] | |
| cpr = "protein_conformal.cli:main" | |
| [project.urls] | |
| Homepage = "https://github.com/ronboger/conformal-protein-retrieval" | |
| Documentation = "https://github.com/ronboger/conformal-protein-retrieval#readme" | |
| Repository = "https://github.com/ronboger/conformal-protein-retrieval" | |
| Paper = "https://www.nature.com/articles/s41467-024-55676-y" | |
| [tool.setuptools.packages.find] | |
| where = ["."] | |
| include = ["protein_conformal*"] | |
| [tool.pytest.ini_options] | |
| testpaths = ["tests"] | |
| python_files = ["test_*.py"] | |
| addopts = "-v --tb=short" | |
| [tool.black] | |
| line-length = 100 | |
| target-version = ["py39", "py310", "py311"] | |
| [tool.ruff] | |
| line-length = 100 | |
| target-version = "py39" | |
| select = ["E", "F", "W", "I", "N"] | |
| ignore = ["E501"] | |