zarr

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

Open-source, cloud-native transactional tensor storage engine

Read and write TIFF files.

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.

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

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.

Client-side, WebGL2 GeoTIFF & Zarr visualization in deck.gl

A minimal Zarr image viewer based on Viv.

Image transformation, compression, and decompression codecs.

Distributed Xarray with Apache Beam

Javascript implementation of Zarr

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

A JavaScript toolkit for working with chunked, compressed, n-dimensional arrays

Enabling interoperability and scalability in ocean sonar data analysis

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

Python library for building Pangeo Forge recipes.

flexible zarr rendering for maplibre and mapbox maps