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The SOMA project

A flexible and extensible API for annotated 2D matrix data stored in multiple underlying formats
README.md

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Who we are

TileDB and the Chan Zuckerberg Initiative are collaborating to address emerging needs in the single-cell ecosystem.

The software specification

SOMA is a flexible, extensible, and open-source API enabling access to data in a variety of formats. SOMA is designed to be general-purpose for data that can be modeled as one or more sets of 2D annotated matrices with measurements of features across observations. The driving use case of SOMA is for single-cell data in the form of annotated matrices where observations are frequently cells and features are genes, proteins, or genomic regions.

Read more about the spec here.

The software package

The TileDB-SOMA package is a C++ library with APIs in Python and R, using TileDB Embedded to implement the SOMA specification.

Read more about the software package here.

Join our community

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  1. SOMA SOMA Public

    A flexible and extensible API for annotated 2D matrix data stored in multiple underlying formats.

    Python 72 10

  2. TileDB-SOMA TileDB-SOMA Public

    Python and R SOMA APIs using TileDB’s cloud-native format. Ideal for single-cell data at any scale.

    Python 95 25

Repositories

Showing 5 of 5 repositories
  • TileDB-SOMA Public

    Python and R SOMA APIs using TileDB’s cloud-native format. Ideal for single-cell data at any scale.

    single-cell-data/TileDB-SOMA’s past year of commit activity
    Python 95 MIT 25 171 30 Updated Dec 18, 2024
  • TileDB-SOMA-ML Public

    SOMA PyTorch loaders

    single-cell-data/TileDB-SOMA-ML’s past year of commit activity
    Python 3 MIT 1 0 1 Updated Dec 17, 2024
  • SOMA Public

    A flexible and extensible API for annotated 2D matrix data stored in multiple underlying formats.

    single-cell-data/SOMA’s past year of commit activity
    Python 72 MIT 10 13 6 Updated Dec 17, 2024
  • .github Public

    Profile content for the single-cell-data organization

    single-cell-data/.github’s past year of commit activity
    0 0 0 0 Updated Mar 16, 2023
  • mams Public

    Matrix and Analysis Metadata Standards

    single-cell-data/mams’s past year of commit activity
    9 MIT 3 4 0 Updated Mar 5, 2023

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