Change Log¶

Unreleased¶

Maintenance and fixes¶

Improve typing for linear algebra accessors and share dimension type aliases.
Replace generated typing stubs with inline annotations across the package.

v0.11.0 (2026 Jul 20)¶

New features¶

Add linalg.default_dims context manager PR#91

Maintenance and fixes¶

Fix linalg.matrix_transpose to support inputs with MultiIndex PR#90
Misc fixes to linalg accessor PR#90

Documentation¶

Update Code of Conduct and reporting link PR#95
Add example to Dask support page PR#97

v0.10.0 (2026 Feb 19)¶

Maintenance and fixes¶

Remove leftover print in pinv PR#87
Update minimum dependency versions PR#88

v0.9.1 (2025 June 18)¶

Maintenance and fixes¶

Ensure coords are preserved in .rvs method of RV wrappers PR#73

v0.9.0 (2025 May 22)¶

New features¶

Support PreliZ distributions as input to RV wrappers PR#70
Support new SciPy random variables as input to RV wrappers PR#70
Allow specifying the shape of .rvs output through coords argument PR#70

Maintenance and fixes¶

Update publish workflow to follow best practices PR#70
Use dim in xarray.dot instead of deprecated dims PR#70
Add type hints from docstrings through docstub PR#70
Remove coordinate values of sorted dimension in sort PR#70

v0.8.0 (2024 Sep 19)¶

New features¶

Add numpy.linalg.pinv wrapper PR#63

Maintenance and fixes¶

Update to handle modified behaviour of numpy.linalg.solve PR#63

v0.7.0 (2024 Jan 17)¶

New features¶

Add support for hashable dimension names PR#56

Maintenance and fixes¶

Fix tests to be compatible with latest xarray PR#56
Address numpy deprecation warnings PR#56

v0.6.0 (2023 Jul 11)¶

New features¶

ecdf now returns a DataArray to be compatible with map PR#47
Added .linalg and .einops accessors for DataArray objects PR#51

Maintenance and fixes¶

Update dependencies and follow new pylint recommendations PR#49

Documentation¶

Add documentation showing how to use accessors PR#51
Ease running einops tutorial locally PR#51

v0.5.1 (2023 Jan 20)¶

Maintenance and fixes¶

Fix lower cap on xarray version dependency PR#45

v0.5.0 (2023 Jan 16)¶

New features¶

Added empty_ref, ones_ref and zeros_ref DataArray creation helpers PR#37
Added linalg.diagonal wrapper PR#37
Added stats.logsumexp wrapper PR#40
Added searchsorted and ecdf in numba module PR#40
Added sort wrapper for vectorized sort along specific dimension using values PR#40

Maintenance and fixes¶

Fix issue in linalg.svd for non-square matrices PR#37
Fix evaluation of distribution methods (e.g. .pdf) on scalars PR#38 and PR#39
Ensure support on inputs with stacked dimensions PR#40

Documentation¶

Ported NumPy tutorial on linear algebra with multidimensional arrays PR#37
Added ecdf usage example and plotting reference PR#40

v0.4.0 (2022 Dec 9)¶

New features¶

Add multivariate_normal distribution class PR#23

Maintenance and fixes¶

Update pyproject.toml to support building the package with both flit and setuptools PR#26
Improve testing structure and configuration PR#28
Update python and dependency versions PR#33

Documentation¶

Add a section on running tests locally in contributing docs PR#28
Add a getting started page to the docs PR#30
Improve installation page PR#33
Separate and improve README and index pages PR#33

v.0.3.0 (2022 Jun 19)¶

New features¶

Add DaskBackend to support using einops functions on Dask backed DataArrays PR#14

Maintenance and fixes¶

Update requirements following NEP 29 and SPEC 0 PR#19

Documentation¶

Add Dask support guide PR#14
Add references to xhistogram and xrft in docs PR#20

v0.2.2 (2022 Apr 3)¶

Maintenance and fixes¶

Add license file to pyproject.toml and remove ignored manifest file PR#13

v0.2.1 (2022 Apr 3)¶

Maintenance and fixes¶

Add manifest file to include the license and changelog in the pypi package PR#12

v0.2.0 (2022 Apr 2)¶

New Features¶

Added skew, kurtosis and median_abs_deviation to stats module PR#3, PR#4
Improve flexibility and autorenaming in matmul PR#8

Maintenance and fixes¶

Changed the automatic names in einops module to use dashes instead of commas
Make API coherent with the call signature da, dims=None, *, ... for stats and linalg modules PR#7.
Add tests on using summary stats on xarray.Dataset objects PR#9

Documentation¶

Added info on how to cite the library on README and citation file
Added background/explanation page for the stats module. PR#5
Improve citation guidance PR#6
Add examples of summary stats usage on xarray.Dataset PR#9
Update the installation instructions with stable and development commands PR#10

Developer facing changes¶

Added how-to release guide

v0.1 (2022 Jan 24)¶

Initial version with modules: stats, linalg, einops and numba.