https://github.com/cmudig/draco2

🐉 Modular version of Draco visualization recommendation engine
https://github.com/cmudig/draco2

asp constraints draco recomendation visualization

Last synced: 5 days ago
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🐉 Modular version of Draco visualization recommendation engine

• Host: GitHub
• URL: https://github.com/cmudig/draco2
• Owner: cmudig
• License: mit
• Created: 2020-11-17T18:15:03.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2024-11-01T16:33:59.000Z (13 days ago)
• Last Synced: 2024-11-01T17:27:37.689Z (13 days ago)
• Topics: asp, constraints, draco, recomendation, visualization
• Language: Python
• Homepage: https://dig.cmu.edu/draco2/
• Size: 6.42 MB
• Stars: 80
• Watchers: 9
• Forks: 11
• Open Issues: 17
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGELOG.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Citation: CITATION.cff

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# Draco v2

[![Open in GitHub Codespaces](https://img.shields.io/badge/launch-Codespaces-blue)](https://github.com/codespaces/new?hide_repo_select=true&ref=main&repo=313704611&machine=standardLinux32gb&devcontainer_path=.devcontainer%2Fdevcontainer.json&location=WestEurope)

[![PyPi](https://img.shields.io/pypi/v/draco.svg)](https://pypi.org/project/draco/)

[![npm](https://img.shields.io/npm/v/draco-pyodide)](https://www.npmjs.com/package/draco-pyodide)

[![Test](https://github.com/cmudig/draco2/actions/workflows/test.yml/badge.svg)](https://github.com/cmudig/draco2/actions/workflows/test.yml)

[![code style black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)

[![codecov](https://codecov.io/gh/cmudig/draco2/branch/main/graph/badge.svg)](https://codecov.io/gh/cmudig/draco2)

[![Jupyter Book Badge](https://raw.githubusercontent.com/executablebooks/jupyter-book/master/docs/images/badge.svg)](https://dig.cmu.edu/draco2)

[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/cmudig/draco2/HEAD)

[![Lite](https://gist.githubusercontent.com/willeppy/35cdc20a3fc26e393ce76f1df35bcdfc/raw/a7fca1d0a2d62c2b49f60c0217dffbd0fe404471/lite-badge-launch-small.svg)](https://dig.cmu.edu/draco2/jupyterlite)

[![Pyodide Console](https://img.shields.io/badge/🐍%20launch-Pyodide%20Console-yellowgreen)](https://dig.cmu.edu/draco2/jupyterlite/static/pyodide/console.html)

Draco is a formal framework for representing design knowledge about effective visualization design as a collection of

constraints. You can use Draco to find effective visualization designs or validate existing ones. Draco's constraints

are based on Answer Set Programming (ASP) and solved with the [Clingo](https://github.com/potassco/clingo) constraint

solver. We also implemented a way to learn weights for the recommendation system directly from the results of graphical

perception experiment. Draco v2 is a much improved version of the first iteration of

[Draco](https://github.com/uwdata/draco).

- [Draco paper (VIS 2018)](https://idl.cs.washington.edu/files/2019-Draco-InfoVis.pdf)

- [Draco 2 paper (VIS 2023)](https://arxiv.org/pdf/2308.14247.pdf)

## Documentation

Read about Draco in the online book at [https://dig.cmu.edu/draco2/](https://dig.cmu.edu/draco2/) or launch it in

interactive mode using [Binder](https://mybinder.org/v2/gh/cmudig/draco2/HEAD). In the documentation, we just refer to

_Draco_ without a version.

## Contributing

We welcome any input, feedback, bug reports, and contributions. You can learn about setting up your development

environment in [CONTRIBUTING.md](https://github.com/cmudig/draco2/blob/main/CONTRIBUTING.md).