Datasets:
Formats:
parquet
Languages:
English
Size:
10M - 100M
Tags:
biology
chemistry
drug-discovery
clinical-trials
protein-protein-interaction
gene-essentiality
License:
File size: 1,192 Bytes
6d1bbc7 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 | [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\"')"]
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