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list"],"sub_categories":["Tools"],"readme":"# BioCypher\n\n|     |     |     |     |\n| --- | --- | --- | --- |\n| __License__ | [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT) | __Python__ | [![Python](https://img.shields.io/pypi/pyversions/biocypher)](https://www.python.org) |\n| __Package__ | [![PyPI version](https://img.shields.io/pypi/v/biocypher)](https://pypi.org/project/biocypher/) [![Downloads](https://static.pepy.tech/badge/biocypher)](https://pepy.tech/project/biocypher) [![DOI](https://zenodo.org/badge/405143648.svg)](https://zenodo.org/doi/10.5281/zenodo.10158203) | __Build status__ | [![CI](https://github.com/biocypher/biocypher/actions/workflows/tests_and_code_quality.yaml/badge.svg)](https://github.com/biocypher/biocypher/actions/workflows/tests_and_code_quality.yaml) [![Docs build](https://github.com/biocypher/biocypher/actions/workflows/docs.yaml/badge.svg)](https://github.com/biocypher/biocypher/actions/workflows/docs.yaml) |\n| __Tests__ | [![Coverage](https://raw.githubusercontent.com/biocypher/biocypher/coverage/coverage.svg)](https://github.com/biocypher/biocypher/actions/workflows/tests_and_code_quality.yaml) | __Docker__ | [![Latest image](https://img.shields.io/docker/v/biocypher/base)](https://hub.docker.com/repository/docker/biocypher/base/general) [![Image size](https://img.shields.io/docker/image-size/biocypher/base/latest)](https://hub.docker.com/repository/docker/biocypher/base/general) |\n| __Development__ | [![pyOpenSci](https://tinyurl.com/y22nb8up)](https://github.com/pyOpenSci/software-review/issues/110) [![Project Status: Active – The project has reached a stable, usable state and is being actively developed.](https://www.repostatus.org/badges/latest/active.svg)](https://www.repostatus.org/#active) [![pre-commit](https://img.shields.io/badge/pre--commit-enabled-brightgreen?logo=pre-commit)](https://github.com/pre-commit/pre-commit) [![Code style](https://img.shields.io/badge/code%20style-black-000000.svg)](https://black.readthedocs.io/en/stable/) | __Contributions__ | [![PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square)](http://makeapullrequest.com) [![Contributor Covenant](https://img.shields.io/badge/Contributor%20Covenant-2.1-4baaaa.svg)](CONTRIBUTING.md) [![Powered by the Bioregistry](https://img.shields.io/static/v1?label=Powered%20by\u0026message=Bioregistry\u0026color=BA274A\u0026style=flat\u0026logo=image/png;base64,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)](https://github.com/biopragmatics/bioregistry) |\n\n\n\n\n## ❓ Description\n\nKnowledge graphs (KGs) are an [approach to knowledge\nrepresentation](https://en.wikipedia.org/wiki/Knowledge_graph) that uses graph\nstructure to facilitate exploration and analysis of complex data, often\nleveraging semantic information. They are popular in many research areas,\nincluding the life sciences, due to their versatile use, for instance in data\nstorage, integration, reasoning, and more recently in artificial intelligence.\nThe creation of KGs is a complex task; BioCypher helps you in creating and\nmaintaining your own KG. For more overview, usage notes, and a tutorial, read\nthe docs [here](https://biocypher.org).\n\n\u003cimg\n    style=\"display: block;\n           margin-left: auto;\n           margin-right: auto;\n           width: 70%;\"\n    src=\"docs/graphical_abstract.png\"\n    alt=\"Graphical Abstract\"\u003e\n\u003c/img\u003e\n\n## 📖 Documentation\n\nTutorial and developer docs at https://biocypher.org. For a quickstart into your\nown pipeline, you can refer to our [project\ntemplate](https://github.com/biocypher/project-template), and for an overview of\nexisting and planned adapters for resources and outputs, as well as other\nfeatures, visit our [GitHub Project\nBoard](https://github.com/orgs/biocypher/projects/3/views/2).\n\n## ⚙️ Installation / Usage\n\nInstall the package from PyPI using `pip install biocypher`. More comprehensive\ninstallation and configuration instructions can be found\n[here](https://biocypher.org/installation.html).\n\nExemplary usage of BioCypher to build a graph database is shown in our tutorial\nand the various pipelines we have created. You can find these on the [Components\nProject Board](https://github.com/orgs/biocypher/projects/3/views/2).\n\n## 🤝 Getting involved\n\nWe are very happy about contributions from the community, large and small!\nIf you would like to contribute to BioCypher development, please refer to\nour [contribution guidelines](CONTRIBUTING.md). :)\n\nIf you want to ask informal questions, talk about dev things, or just chat,\nplease join our community at https://biocypher.zulipchat.com!\n\n\u003e **Imposter syndrome disclaimer:** We want your help. No, really. There may be a little voice inside your head that is telling you that you're not ready, that you aren't skilled enough to contribute. We assure you that the little voice in your head is wrong. Most importantly, there are many valuable ways to contribute besides writing code.\n\u003e\n\u003e This disclaimer was adapted from the [Pooch](https://github.com/fatiando/pooch) project.\n\n## ✍️ Citation\n\nThe BioCypher paper has been peer-reviewed in [Nature\nBiotechnology](https://www.nature.com/articles/s41587-023-01848-y). It is\navailable as a self-archived version on\n[Zenodo](https://zenodo.org/records/10320714), online version\n[here](https://biocypher.github.io/biocypher-paper/).  Before, it was available\nas a preprint at https://arxiv.org/abs/2212.13543.\n\n## Acknowledgements\n\nThis project has received funding from the European Union’s Horizon 2020\nresearch and innovation programme under grant agreement No 965193 for DECIDER\nand No 116030 for TransQST.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbiocypher%2Fbiocypher","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbiocypher%2Fbiocypher","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbiocypher%2Fbiocypher/lists"}