Datasets:
Formats:
parquet
Languages:
English
Size:
10M - 100M
Tags:
biology
chemistry
drug-discovery
clinical-trials
protein-protein-interaction
gene-essentiality
License:
| [project] | |
| name = "negbiodb" | |
| version = "0.1.0" | |
| description = "Negative Results Database for Drug-Target Interactions, Clinical Trial Failures, Protein-Protein Interactions, and Gene Essentiality" | |
| license = {text = "CC-BY-SA-4.0"} | |
| requires-python = ">=3.11" | |
| dependencies = [ | |
| "numpy>=2.0", | |
| "pandas>=2.0", | |
| "pyarrow>=14.0", | |
| "tqdm>=4.60", | |
| "scikit-learn>=1.3", | |
| "pyyaml>=6.0", | |
| "requests>=2.28", | |
| "rdkit>=2024.3", | |
| "chembl-downloader>=0.4", | |
| "mlcroissant>=1.0", | |
| "rapidfuzz>=3.0", | |
| ] | |
| [project.optional-dependencies] | |
| dev = [ | |
| "pytest>=7.0", | |
| "pytest-cov>=4.0", | |
| ] | |
| ml = [ | |
| "torch>=2.2", | |
| "torch-geometric>=2.5", | |
| "xgboost>=2.0", | |
| "pymetis>=2023.1", | |
| # torch-scatter and torch-sparse require CUDA-specific wheels; | |
| # install manually on HPC: see slurm/setup_env.sh | |
| ] | |
| [build-system] | |
| requires = ["hatchling"] | |
| build-backend = "hatchling.build" | |
| [tool.hatch.build.targets.wheel] | |
| packages = ["src/negbiodb", "src/negbiodb_ct", "src/negbiodb_ppi", "src/negbiodb_depmap"] | |
| [tool.pytest.ini_options] | |
| testpaths = ["tests"] | |
| pythonpath = ["src"] | |
| markers = ["integration: marks tests requiring network access (deselect with '-m \"not integration\"')"] | |