Skip to content
@scverse

scverse

Foundational tools for omics data in the life sciences

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 >1M cells.

    Python 2k 610

  2. anndata anndata Public

    Annotated data.

    Python 592 157

  3. muon muon Public

    muon is a multimodal omics Python framework

    Python 224 30

  4. mudata mudata Public

    Multimodal Data (.h5mu) implementation for Python

    Python 81 17

  5. scvi-tools scvi-tools Public

    Deep probabilistic analysis of single-cell and spatial omics data

    Python 1.3k 372

  6. scirpy scirpy Public

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

    Python 223 36

Repositories

Showing 10 of 51 repositories
  • squidpy Public

    Spatial Single Cell Analysis in Python

    scverse/squidpy’s past year of commit activity
    Python 454 BSD-3-Clause 85 71 (1 issue needs help) 5 Updated Jan 18, 2025
  • scverse.github.io Public

    scverse.org website

    scverse/scverse.github.io’s past year of commit activity
    SCSS 1 6 16 2 Updated Jan 18, 2025
  • scanpy Public

    Single-cell analysis in Python. Scales to >1M cells.

    scverse/scanpy’s past year of commit activity
    Python 1,973 BSD-3-Clause 610 508 (6 issues need help) 71 Updated Jan 17, 2025
  • anndata Public

    Annotated data.

    scverse/anndata’s past year of commit activity
    Python 592 BSD-3-Clause 157 194 (4 issues need help) 52 Updated Jan 17, 2025
  • rapids_singlecell Public

    Rapids_singlecell: A GPU-accelerated tool for scRNA analysis. Offers seamless scverse compatibility for efficient single-cell data processing and analysis.

    scverse/rapids_singlecell’s past year of commit activity
    Python 167 MIT 23 14 4 Updated Jan 17, 2025
  • anndataR Public

    AnnData interoperability in R

    scverse/anndataR’s past year of commit activity
    R 67 11 17 8 Updated Jan 17, 2025
  • scvi-tutorials Public

    Notebooks used in scvi-tools tutorials

    scverse/scvi-tutorials’s past year of commit activity
    Jupyter Notebook 48 BSD-3-Clause 26 8 8 Updated Jan 17, 2025
  • scvi-tools Public

    Deep probabilistic analysis of single-cell and spatial omics data

    scverse/scvi-tools’s past year of commit activity
    Python 1,309 BSD-3-Clause 372 44 (1 issue needs help) 12 Updated Jan 17, 2025
  • spatialdata Public

    An open and interoperable data framework for spatial omics data

    scverse/spatialdata’s past year of commit activity
    Python 247 BSD-3-Clause 47 178 7 Updated Jan 16, 2025
  • pertpy Public

    Perturbation Analysis in the scverse ecosystem.

    scverse/pertpy’s past year of commit activity
    Python 148 MIT 23 34 2 Updated Jan 16, 2025