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Overview
Get Started
Xarray in 45 minutes
Fundamentals
Data Structures
Xarray’s Data structures
Creating Data Structures
Reading and writing files
Labeled data
Working with labeled data
Manipulating Dimensions (Data Resolution)
Computation
Basic Computation
Computing with Multiple Objects
Grouped Computations
Windowed Computations
Weighted Reductions
Plotting and Visualization
Basic Visualization
Faceting
Geography with Cartopy
Intermediate
High-level computational patterns
Parallel computing with Dask
A Tour of the Xarray Ecosystem
Interactive plots using hvplot
Accessing remote data stored on the cloud
Re-organize InSAR ice velocity data
Advanced
Parallelizing custom functions
apply_ufunc
A gentle introduction
Handling dask arrays
Applying unvectorized functions
map_blocks
A gentle introduction
Creating new backends
Binary data without lazy loading
Binary data with lazy loading
Workshops
SciPy 2022
Oceanhackweek 2020
Xarray in 45 minutes
Thinking like Xarray
High-level computation patterns
Xarray Online Tutorial
Xarray Fundamentals
Indexing and Selecting Data
Computation
Domain Specific
Genomics
Electrophysiology
Reference
Keep Exploring!
Glossary
Bibliography
Acknowledgements
repository
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A gentle introduction
