Blog

All the latest news, insights, and practices about Xarray from the Xarray team.


The Pangeo Machine Learning Ecosystem

Wednesday, April 3rd, 2024 (about 1 month ago)

An overview of the open source libraries enabling geospatial machine learning in the Pangeo community.

CuPy-Xarray: Xarray on GPUs!

Wednesday, January 17th, 2024 (4 months ago)

CuPy-Xarray is a Python library that leverages CuPy, a GPU array library, and Xarray, a library for multi-dimensional labeled array computations, to enable fast and efficient data processing on GPUs.

flox: Faster GroupBy reductions with Xarray

Tuesday, July 18th, 2023 (10 months ago)

flox enables significantly faster groupby calculations for Xarray/Dask/Pangeo array computing ecosystem.

Cubed: Bounded-memory serverless array processing in xarray

Wednesday, June 28th, 2023 (10 months ago)

Xarray can now wrap a range of parallel computation backends, including Cubed

Weather Radar Data in Xarray

Wednesday, May 17th, 2023 (12 months ago)

Bringing weather radar data into the Xarray ecosystem through Xradar

Better Bayesian Workflows with InferenceData and Xarray

Wednesday, May 10th, 2023 (12 months ago)

Xarray provides the core data model for ArviZ's InfrerenceData structure

Using Xarray for the analysis of neurophysiology data

Wednesday, March 29th, 2023 (about 1 year ago)

Xarray’s data structures provide an effective way to represent data recorded from neurons in living brains

Making WRF model output Xarray-friendly using xWRF

Friday, October 28th, 2022 (over 1 year ago)

Unit-aware arithmetic in Xarray, via pint

Tuesday, August 30th, 2022 (over 1 year ago)

Xarray now supports unit-aware operations by wrapping pint arrays

Enabling GPU-native analytics with Xarray and kvikIO

Tuesday, August 30th, 2022 (over 1 year ago)

An experiment with direct-to-GPU reads from a Zarr store using Xarray.

Reflecting on Xarray’s first development grant

Thursday, June 9th, 2022 (almost 2 years ago)

A brief recap of our CZI EOSS grant, accomplishments and learnings.


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