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scverse

Foundational tools for omics data in the life sciences
README.md

scverse

Welcome to scverse®!

scverse® is a community that develops and maintains foundational tools for single-cell omics data analysis in primarily Python.

Here's how to get started:

Pinned Loading

  1. scanpy scanpy Public

    Single-cell analysis in Python. Scales to >100M cells.

    Python 2.3k 710

  2. anndata anndata Public

    Annotated data.

    Python 711 181

  3. scvi-tools scvi-tools Public

    Deep probabilistic analysis of single-cell and spatial omics data

    Python 1.6k 439

  4. squidpy squidpy Public

    Spatial Single Cell Analysis in Python

    Python 551 104

  5. spatialdata spatialdata Public

    An open and interoperable data framework for spatial omics data

    Python 351 81

  6. scirpy scirpy Public

    A scanpy extension to analyse single-cell TCR and BCR data.

    Python 245 42

Repositories

Showing 10 of 72 repositories
  • rapids_singlecell Public

    rapids_singlecell: GPU-accelerated framework for scRNA analysis

    scverse/rapids_singlecell’s past year of commit activity
    Python 299 MIT 41 13 6 Updated Feb 17, 2026
  • spatialdata-io Public
    scverse/spatialdata-io’s past year of commit activity
    Python 88 BSD-3-Clause 52 62 13 Updated Feb 17, 2026
  • 2026_hackathon_morphology Public
    scverse/2026_hackathon_morphology’s past year of commit activity
    0 0 0 0 Updated Feb 17, 2026
  • annbatch Public

    Minibatch loading for on-disk anndata files, co-developed by Lamin Labs and scverse

    scverse/annbatch’s past year of commit activity
    Python 24 MIT 3 22 11 Updated Feb 17, 2026
  • anndata Public

    Annotated data.

    scverse/anndata’s past year of commit activity
    Python 711 BSD-3-Clause 181 196 (4 issues need help) 63 Updated Feb 17, 2026
  • scanpy Public

    Single-cell analysis in Python. Scales to >100M cells.

    scverse/scanpy’s past year of commit activity
    Python 2,347 BSD-3-Clause 710 489 (5 issues need help) 76 Updated Feb 17, 2026
  • scvi-tools Public

    Deep probabilistic analysis of single-cell and spatial omics data

    scverse/scvi-tools’s past year of commit activity
    Python 1,566 BSD-3-Clause 439 17 (1 issue needs help) 12 Updated Feb 17, 2026
  • spatialdata Public

    An open and interoperable data framework for spatial omics data

    scverse/spatialdata’s past year of commit activity
    Python 351 BSD-3-Clause 81 255 9 Updated Feb 17, 2026
  • scvi-tutorials Public

    Notebooks used in scvi-tools tutorials

    scverse/scvi-tutorials’s past year of commit activity
    Jupyter Notebook 62 BSD-3-Clause 30 2 3 Updated Feb 17, 2026
  • scvi-colab Public

    Lightweight helper to install scvi-tools in Google Colab

    scverse/scvi-colab’s past year of commit activity
    Python 2 BSD-3-Clause 1 1 0 Updated Feb 17, 2026
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