Skip to main content

Hierarchical Evaluation of Drug GEnerators tHrOugh riGorous filtration

Project description

HEDGEHOG

HEDGEHOG: Hierarchical Evaluation of Drug GEnerators tHrOugh riGorous filtration.

PyPI CI License: MIT Python 3.10+

HEDGEHOG Terminal UI

Quick Start

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.

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 multiple selected stages
uv run hedgehog --stage descriptors --stage struct_filters

# 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

HEDGEHOG Pipeline

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-1.1.16.tar.gz (11.7 MB view details)

Uploaded Source

Built Distribution

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

hedgehog-1.1.16-py3-none-any.whl (11.7 MB view details)

Uploaded Python 3

File details

Details for the file hedgehog-1.1.16.tar.gz.

File metadata

  • Download URL: hedgehog-1.1.16.tar.gz
  • Upload date:
  • Size: 11.7 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for hedgehog-1.1.16.tar.gz
Algorithm Hash digest
SHA256 a2e687821dbcdf791d953a018e459a599c001071369646fa663d41896ed66a06
MD5 6ec158b7270207355e673995b08ca2ae
BLAKE2b-256 4ffaec4cd199d3189956186cc28049977247bec2b0bda245255045fdb91266a1

See more details on using hashes here.

File details

Details for the file hedgehog-1.1.16-py3-none-any.whl.

File metadata

  • Download URL: hedgehog-1.1.16-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-1.1.16-py3-none-any.whl
Algorithm Hash digest
SHA256 225c894ee45b435985640146912020ef1fe621608c3d7140fbebb57619c81efa
MD5 85d91eb369670141567dc1b9dae28ca6
BLAKE2b-256 b9753fbfb66eed232eda53a691187e48dc1c039ef496b5b18824a4789dc2c2e9

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