Blog
All the latest news, insights, and practices about Xarray from the Xarray team.
Tuesday, June 10th, 2025 (5 days ago)
Introducing new SeasonalGrouper and SeasonResampler objects
Thursday, June 5th, 2025 (10 days ago)
A discussion of how Xarray fits into Biological analysis workflows
Thursday, December 19th, 2024 (6 months ago)
The new xarray.DataTree class allows working with netCDF/Zarr groups, brought to you in collaboration with NASA!
Thursday, November 21st, 2024 (7 months ago)
Recent dask improvements make GroupBy.map a lot better!
Monday, September 2nd, 2024 (10 months ago)
Xarray finally supports grouping by multiple arrays.
Tuesday, June 11th, 2024 (about 1 year ago)
The Xarray tutorial has received a major upgrade!
Wednesday, April 3rd, 2024 (about 1 year ago)
An overview of the open source libraries enabling geospatial machine learning in the Pangeo community.
Wednesday, January 17th, 2024 (over 1 year 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.
Tuesday, July 18th, 2023 (almost 2 years ago)
flox enables significantly faster groupby calculations for Xarray/Dask/Pangeo array computing ecosystem.
Wednesday, June 28th, 2023 (almost 2 years ago)
Xarray can now wrap a range of parallel computation backends, including Cubed
Wednesday, May 17th, 2023 (about 2 years ago)
Bringing weather radar data into the Xarray ecosystem through Xradar
Wednesday, May 10th, 2023 (about 2 years ago)
Xarray provides the core data model for ArviZ's InfrerenceData structure
Wednesday, March 29th, 2023 (about 2 years ago)
Xarray’s data structures provide an effective way to represent data recorded from neurons in living brains
Tuesday, November 1st, 2022 (over 2 years ago)
Friday, October 28th, 2022 (over 2 years ago)
Tuesday, August 30th, 2022 (almost 3 years ago)
Xarray now supports unit-aware operations by wrapping pint arrays
Tuesday, August 30th, 2022 (almost 3 years ago)
An experiment with direct-to-GPU reads from a Zarr store using Xarray.
Thursday, June 9th, 2022 (about 3 years ago)
A brief recap of our CZI EOSS grant, accomplishments and learnings.