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data and model repository for single-cell data\n=======================================================\n\n.. image:: https://github.com/theislab/sfaira/blob/release/resources/images/figure_rtd_intro.png\n   :width: 400px\n   :align: center\n\nsfaira_ is a model and a data repository in a single python package (`full paper`_).\nWe provide an interactive overview of the current state of the zoos on sfaira-portal_.\n\nIts data zoo gives users access to streamlined data loaders that allow reproducible use of published and private data sets for model training and exploration.\nIts model zoo gives user streamlined access to pre-trained models and to common model architectures to ease usage of neural networks in common single-cell analysis workflows.\nInstead of focussing on developing new models, we focus on making models easily accessible to users and distributable by developers.\nsfaira integrates into scanpy_ workflows.\n\n.. _scanpy: https://github.com/theislab/scanpy\n.. _sfaira: https://sfaira.readthedocs.io\n.. _full paper: https://genomebiology.biomedcentral.com/articles/10.1186/s13059-021-02452-6\n.. _sfaira-portal: https://theislab.github.io/sfaira-portal/\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftheislab%2Fsfaira","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftheislab%2Fsfaira","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftheislab%2Fsfaira/lists"}