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cytomining

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Welcome to Cytomining!

Cytomining is a software ecosystem that maintains essential tools, workflows, and best practices for single-cell image-based profiling and microscopy data analysis research.

See the links below to get started!

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  1. DeepProfiler DeepProfiler Public

    Morphological profiling using deep learning

    Python 102 39

  2. pycytominer pycytominer Public

    Python package for processing image-based profiling data

    Python 76 34

  3. cytominer cytominer Public

    Methods for Image-Based Cell Profiling

    R 48 28

  4. cytominer-eval cytominer-eval Public

    [Deprecated] Common Evaluation Metrics for DataFrames

    Python 7 11

  5. profiling-recipe profiling-recipe Public

    Image-based Profiling Recipe

    Python 8 26

  6. CytoTable CytoTable Public

    Transform CellProfiler and DeepProfiler data for processing image-based profiling readouts with Pycytominer and other Cytomining tools.

    Python 7 5

Repositories

Showing 10 of 26 repositories
  • pycytominer Public

    Python package for processing image-based profiling data

    cytomining/pycytominer’s past year of commit activity
    Python 76 BSD-3-Clause 34 97 (1 issue needs help) 10 Updated Sep 13, 2024
  • cytominer-eval Public

    [Deprecated] Common Evaluation Metrics for DataFrames

    cytomining/cytominer-eval’s past year of commit activity
    Python 7 BSD-3-Clause 11 23 (4 issues need help) 1 Updated Sep 13, 2024
  • evalzoo Public archive

    [Deprecated] Evaluate metrics using cytominer-eval and matric

    cytomining/evalzoo’s past year of commit activity
    HTML 1 BSD-3-Clause 2 1 0 Updated Sep 13, 2024
  • matric Public archive

    [Deprecated] Calculate quality metrics for readouts from high-throughput profiling experiments

    cytomining/matric’s past year of commit activity
    R 4 1 4 0 Updated Sep 13, 2024
  • matric-vm Public archive

    [Deprecated] Packer scripts for creating a matric VM

    cytomining/matric-vm’s past year of commit activity
    0 BSD-3-Clause 1 0 0 Updated Sep 13, 2024
  • cytominer-transport Public archive

    [Deprecated]

    cytomining/cytominer-transport’s past year of commit activity
    Python 1 2 4 0 Updated Sep 13, 2024
  • cytotools Public archive

    [Deprecated] Command-line Tools to Get Things Done Using Cytominer

    cytomining/cytotools’s past year of commit activity
    R 0 0 7 3 Updated Sep 13, 2024
  • cytoplot Public archive

    [Deprecated] Package for visualizing high-dimensional single-cell data

    cytomining/cytoplot’s past year of commit activity
    R 4 2 5 0 Updated Sep 13, 2024
  • cytostats Public archive

    [Deprecated] Statistical Functions for Single-Cell Analysis

    cytomining/cytostats’s past year of commit activity
    C++ 1 0 1 0 Updated Sep 13, 2024
  • cytominer-database Public

    [DEPRECATED] A package for storing morphological profiling data.

    cytomining/cytominer-database’s past year of commit activity
    Python 10 10 12 2 Updated Sep 13, 2024

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