d33bs / CytoTable

Transform data for processing image-based profiling readouts with Pycytominer.

Home Page:https://cytomining.github.io/CytoTable/

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CytoTable

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Summary

CytoTable enables single-cell morphology data analysis by cleaning and transforming CellProfiler (.csv or .sqlite), cytominer-database (.sqlite), and DeepProfiler (.npz) output data at scale. CytoTable creates parquet files for both independent analysis and for input into Pycytominer. The Parquet files will have a unified and documented data model, including referenceable schema where appropriate (for validation within Pycytominer or other projects).

Installation

Install CytoTable with the following command:

pip install git+https://github.com/cytomining/CytoTable.git

Contributing, Development, and Testing

Please see contributing.md for more details on contributions, development, and testing.

References

About

Transform data for processing image-based profiling readouts with Pycytominer.

https://cytomining.github.io/CytoTable/

License:BSD 3-Clause "New" or "Revised" License


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Language:Python 92.5%Language:CUE 7.5%