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        "description": "# <img src=\"https://raw.githubusercontent.com/glotzerlab/signac/master/doc/images/logo.png\" width=\"75\" height=\"75\"> signac - simple data management\n\n[![Affiliated with NumFOCUS](https://img.shields.io/badge/NumFOCUS-affiliated%20project-orange.svg?style=flat&colorA=E1523D&colorB=007D8A)](https://numfocus.org/sponsored-projects/affiliated-projects)\n[![PyPI](https://img.shields.io/pypi/v/signac.svg)](https://pypi.org/project/signac/)\n[![conda-forge](https://img.shields.io/conda/vn/conda-forge/signac.svg?style=flat)](https://anaconda.org/conda-forge/signac)\n![CircleCI](https://img.shields.io/circleci/project/github/glotzerlab/signac/master.svg)\n[![RTD](https://img.shields.io/readthedocs/signac.svg?style=flat)](https://docs.signac.io)\n[![License](https://img.shields.io/github/license/glotzerlab/signac.svg)](https://github.com/glotzerlab/signac/blob/master/LICENSE.txt)\n[![PyPI-downloads](https://img.shields.io/pypi/dm/signac.svg?style=flat)](https://pypistats.org/packages/signac)\n[![Gitter](https://img.shields.io/gitter/room/signac/Lobby.svg?style=flat)](https://gitter.im/signac/Lobby)\n\nThe [**signac** framework](https://signac.io) helps users manage and scale file-based workflows, facilitating data reuse, sharing, and reproducibility.\n\nIt provides a simple and robust data model to create a well-defined indexable storage layout for data and metadata.\nThis makes it easier to operate on large data spaces, streamlines post-processing and analysis and makes data collectively accessible.\n\n## Resources\n\n- [Framework documentation](https://docs.signac.io/):\n  Examples, tutorials, topic guides, and package Python APIs.\n- [Chat Support](https://gitter.im/signac/Lobby):\n  Get help and ask questions on the **signac** gitter channel.\n- [**signac** website](https://signac.io/):\n  Framework overview and news.\n\n## Installation\n\nThe recommended installation method for **signac** is through **conda** or **pip**.\nThe software is tested for Python versions 2.7 and 3.4+ and is built for all major platforms.\n\nTo install **signac** *via* the [conda-forge](https://conda-forge.github.io/) channel, execute:\n\n```bash\nconda install -c conda-forge signac\n```\n\nTo install **signac** *via* **pip**, execute:\n\n```bash\npip install signac\n```\n\n**Detailed information about alternative installation methods can be found in the [documentation](https://docs.signac.io/en/latest/installation.html).**\n\n## Quickstart\n\nThe framework facilitates a project-based workflow.\nSet up a new project:\n\n```bash\n$ mkdir my_project\n$ cd my_project\n$ signac init MyProject\n```\n\nand access the project handle:\n\n```python\n>>> project = signac.get_project()\n```\n\n## Testing\n\nYou can test this package by executing:\n\n```bash\n$ python -m unittest discover tests/\n```\n\n## Acknowledgment\n\nWhen using **signac** as part of your work towards a publication, we would really appreciate that you acknowledge **signac** appropriately.\nWe have prepared examples on how to do that [here](http://docs.signac.io/en/latest/acknowledge.html).\n**Thank you very much!**\n\nThe signac framework is a [NumFOCUS Affiliated Project](https://numfocus.org/sponsored-projects/affiliated-projects).\n\n\n",
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