Hierarchical Evaluation of Drug GEnerators tHrOugh riGorous filtration
Project description
🦔 HEDGEHOG
Hierarchical Evaluation of Drug GEnerators tHrOugh riGorous filtration
HEDGEHOG is a benchmark pipeline for evaluating generated molecules. It applies a staged filtering workflow (standardization, descriptors, structural filters, synthesis checks, docking, and post-docking validation) and generates an interactive HTML report.
Quick Start
Install from PyPI
pip install hedgehog
hedgehog --help
Install from source
git clone https://github.com/LigandPro/hedgehog.git
cd hedgehog
uv sync
First run
uv run hedgehog run
# Optional: auto-install missing optional tools without prompts
uv run hedgehog run --auto-install
Common Commands
# Full pipeline
uv run hedgehog run
# Run with your own molecules
uv run hedgehog run --mols input/my_molecules.csv
# Run a single stage
uv run hedgehog run --stage descriptors
# Run docking with a live progress bar
uv run hedgehog run --stage docking --progress
# Run docking without progress bar (default)
uv run hedgehog run --stage docking
# Regenerate report for an existing run
uv run hedgehog report results/run_10
# Show stages / version
uv run hedgehog info
uv run hedgehog version
# Launch terminal UI
uv run hedgehog tui
Progress bar behavior in CLI runs:
- Enabled: add
--progress - Disabled: omit
--progress(default)
Documentation
For full details, use the documentation instead of this README:
- Introduction
- Getting Started
- CLI Reference
- Pipeline Stages
- Configuration
- Reporting
- Advanced Topics
- TUI README
To run the docs site locally:
cd docs
pnpm install
pnpm dev
License
MIT
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