xarray

N-dimensional labeled array, like xarray implemented in Python
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Updated 11 Mar 2023

xarray_on_MATLAB

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Introduction

xarray is an N-dimensional labeled array, inspired by xarray implemented in Python. The purpose of this xarray on MATLAB project is basically a port of the original (Python) xarray.

Feature

Currently, xarray has a class of arrays called DataArray. Here is an example of the 2x3 2-dimensional DataArray

da = xarray.DataArray([10.1 10.4 12.3; 20.3 20.5 24.2] ...
, dims = {'x', 'time'}...
, coords = {'x', [2.5, 4.4], 'time', [0 .1 .2]})

Accessing with Label

The most important feature of DataArray is the ability to select array elements by axis name. From the data above, we slice out the array for

da.sel(x=4.4)

This selection method is revolutionary in two ways.

  1. You do not have to remember the dimension number of the axis (in this case, x is the first dimension of the data array).
  2. No need to calculate the index on the axis that is desired value (in this case, the second element of the x axis).

The second point could be realized by writing matlab_array(:,x_vec==4.4) and so on. However, not having to remember the dimension of the axis is useful when dealing with data that has many dimensions.

Accessing as MATLAB style

The element of DataArray can be accessed also by conventional MATLAB array style. This is an example which has same result as written above.

data(2,:)

Detailed Usage

See comparison_table.md for a table comparing how xarray on MATLAB is written with the original xarray notation. Also, see readme.mlx for tutorial.

Installation

Just copy +xarray folder to your folder contained the code.

Cite As

直樹 松田 (2024). xarray (https://github.com/standard-lib/xarray_on_MATLAB/releases/tag/0.1.0), GitHub. Retrieved .

MATLAB Release Compatibility
Created with R2022b
Compatible with R2021a and later releases
Platform Compatibility
Windows macOS Linux

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+xarray/@DataArray

Version Published Release Notes
0.1.0.0

See release notes for this release on GitHub: https://github.com/standard-lib/xarray_on_MATLAB/releases/tag/0.1.0

0.0.1

To view or report issues in this GitHub add-on, visit the GitHub Repository.
To view or report issues in this GitHub add-on, visit the GitHub Repository.