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        "author": "Vanessa Sochat",
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            "License :: OSI Approved :: MIT License",
            "Operating System :: Unix",
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        "description": "# The Experiment Factory\n\n[![DOI](http://joss.theoj.org/papers/10.21105/joss.00521/status.svg)](https://doi.org/10.21105/joss.00521)\n[![DOI](https://zenodo.org/badge/108672186.svg)](https://zenodo.org/badge/latestdoi/108672186)\n[![Gitter chat](https://badges.gitter.im/gitterHQ/gitter.png)](https://gitter.im/expfactory/lobby)\n\n![expfactory/static/img/expfactoryticketyellow.png](expfactory/static/img/expfactoryticketyellow.png)\n\nSee our [documentation](https://expfactory.github.io/expfactory) for getting started. If you are new to containers, read our [background](https://expfactory.github.io/expfactory/generate#background) or [paper](paper) first. If you want a more guided entry, see the [detailed start](https://expfactory.github.io/expfactory/generate#detailed-start)\n\nThe Experiment Factory is software to create a reproducible container that you can easily customize to deploy a set of web-based experiments. \n\n## Citation\nIf the Experiment Factory is useful to you, please cite [the paper](https://doi.org/10.21105/joss.00521) to support the software and open source development.\n\n```\nSochat, (2018). The Experiment Factory: Reproducible Experiment Containers. Journal of Open Source Software, 3(22), 521, https://doi.org/10.21105/joss.00521\n```\n\n## Contributing\nWe have many ways to contribute, and will briefly provide resources here to get you started.\n\n### How to Contribute\nIf you are a developer interested in working on the Experiment Factory software you should read out [contributing guidelines](.github/CONTRIBUTING.md) for details. For contributing containers and experiments, see our [user documentation](https://expfactory.github.io/expfactory/contribute). If you have any questions, please don't hesitate to [ask a question](https://www.github.com/expfactory/expfactory/issues).\n\n### Code of Conduct\nIt's important to treat one another with respect, and maintain a fun and respectful environment for the open source community. Toward this aim, we ask that you review our [code of conduct](.github/CODE_OF_CONDUCT.md)\n\n## Background\nIt's predecessor at [Expfactory.org](https://expfactory.org) was never able to open up to the public, and this went against the original goal of the software. Further, the badly needed functionality to serve a local battery was poorly met with [expfactory-python](https://www.github.com/expfactory/expfactory-python) as time progressed and dependencies changes.\n \nThis version is agnostic to the underlying driver of the experiments, and provides reproducible, instantly deployable \"container\" experiments. What does that mean?\n\n - You obtain (or build) one container, a battery of experiments.\n - You (optionally) customize it\n   - custom variables (e.g., a study identifier) and configurations go into the build recipe \n   - you can choose to use your own database (default output is flat files)\n   - other options are available at runtime \n - The container can be easily shared.\n - You run the container, optionally specifying a subset and ordering, and collect your results\n \nIf you build on [Docker Hub](https://hub.docker.com/) anyone else can then pull and use your exact container to collect their own results. It is exact down to the file hash.\n\n## Experiment Library\nThe experiments themselves are now maintained under [expfactory-experiments](https://www.github.com/expfactory-experiments), official submissions to be found by expfactory can be added to the [library](https://www.github.com/expfactory/library) (under development) to be tested that they meet minimum requirements.\n",
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