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

Read and write TIFF files

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

Open-source, cloud-native transactional tensor storage engine

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

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.

Distributed Xarray with Apache Beam

Javascript implementation of Zarr

Scalable array processing with bounded memory

A minimal Zarr image viewer based on Viv.

Python library for building Pangeo Forge recipes.

Image transformation, compression, and decompression codecs

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

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

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

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