Skip to main content

Hierarchical Evaluation of Drug GEnerators tHrOugh riGorous filtration

Project description

🦔 HEDGEHOG

Hierarchical Evaluation of Drug GEnerators tHrOugh riGorous filtration

PyPI version CI License: MIT Python 3.10+

HEDGEHOG Pipeline

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

# Optional: auto-install missing optional tools without prompts
uv run hedgehog --auto-install

Common Commands

# Full pipeline
uv run hedgehog

# Run with your own molecules
uv run hedgehog --mols input/my_molecules.csv

# Run a single stage
uv run hedgehog --stage descriptors

# Run docking with a live progress bar
uv run hedgehog --stage docking --progress

# Run docking without progress bar (default)
uv run hedgehog --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:

To run the docs site locally:

cd docs
pnpm install
pnpm dev

License

MIT

Project details


Release history Release notifications | RSS feed

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

hedgehog-1.0.35.tar.gz (11.6 MB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

hedgehog-1.0.35-py3-none-any.whl (11.7 MB view details)

Uploaded Python 3

File details

Details for the file hedgehog-1.0.35.tar.gz.

File metadata

  • Download URL: hedgehog-1.0.35.tar.gz
  • Upload date:
  • Size: 11.6 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for hedgehog-1.0.35.tar.gz
Algorithm Hash digest
SHA256 028acb55e968f66ba6a9b11f7797b3d0f340d46451a889eaa4394ab503a25fc8
MD5 501a480ac0e0dd10f66248069c5e6de0
BLAKE2b-256 6fdc34fb128a1d5a8609a37e94f6eee4d2a2f4ce59a1536ced713a3fbff65a28

See more details on using hashes here.

File details

Details for the file hedgehog-1.0.35-py3-none-any.whl.

File metadata

  • Download URL: hedgehog-1.0.35-py3-none-any.whl
  • Upload date:
  • Size: 11.7 MB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for hedgehog-1.0.35-py3-none-any.whl
Algorithm Hash digest
SHA256 79912c9ff7580dadfba668ed39b9fe7cce177cb51afeb3d344a55ce84141a509
MD5 2397bae0df3716eeda653b25b11e697c
BLAKE2b-256 3b0edc2da20270698a49a40c7a2d954acf908c7897a25947fa0f302dc9821db7

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page