An implementation of chunked, compressed, N-dimensional arrays for Python.

Read and write TIFF files.

Open-source, cloud-native transactional tensor storage engine

Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.

Library for multiscale visualization of high-resolution multiplexed bioimaging data on the web. Directly renders Zarr and OME-TIFF.

Scalable array processing with bounded memory

Vitessce is a visual integration tool for exploration of spatial single-cell experiments.

Implementation of next-generation file format (NGFF) specifications for storing bioimaging data in the cloud.

A minimal Zarr image viewer based on Viv.

A Rust library for the Zarr storage format for multidimensional arrays and metadata

Javascript implementation of Zarr

Distributed Xarray with Apache Beam

Image transformation, compression, and decompression codecs.

Python library for building Pangeo Forge recipes.

Lightweight C++ and Python interface for datasets in zarr and N5 format

Type annotations for specifying, validating, and serializing arrays with arbitrary backends in Pydantic (and beyond)

Enabling interoperability and scalability in ocean sonar data analysis

SGS, is a user-friendly, collaborative and versatile browser for visualizing single-cell and spatial multiomics data.

Zarr core protocol for storage and retrieval of N-dimensional typed arrays

🎀 Awesome Zarr resources