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content/blog/array_api_v2025_release.md

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We're pleased to announce the 2025 revision of the Array API standard.
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We're pleased to announce the 2025 revision of the array API standard.
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Since its initial release in 2021, the Array API standard has aimed to reduce
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Since its initial release in 2021, the array API standard has aimed to reduce
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fragmentation across array libraries by defining a common, minimal interface
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for multidimensional array operations. Over the past several years, the
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standard has matured alongside its ecosystem, with increasing adoption across
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Over the past year, we've worked closely with maintainers of downstream
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libraries, such as SciPy, scikit-learn, and others, to identify friction points
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when targeting the Array API. In response, the 2025 revision includes:
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when targeting the array API. In response, the 2025 revision includes:
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- Clarifications to ambiguous or under-specified behaviors.
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- Improved consistency across related APIs.
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### Continued investment in consistency
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Consistency remains a core design principle of the Array API standard. In this
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Consistency remains a core design principle of the array API standard. In this
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revision, we've continued to refine naming, argument conventions, and behavior
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to ensure that APIs feel coherent and predictable. Where inconsistencies or
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surprising behaviors were identified in earlier versions, we've taken steps to
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matrix.
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- `linalg.eigvals`: returns the eigenvalues of a real or complex matrix.
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These additions further close the gap between the Array API standard and
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These additions further close the gap between the array API standard and
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established numerical computing libraries.
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### Breaking Changes
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## Growing ecosystem adoption
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The Array API standard continues to see strong adoption across the scientific
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The array API standard continues to see strong adoption across the scientific
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Python ecosystem. Major array libraries have either implemented or are actively
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working toward compliance, and an increasing number of downstream libraries are
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using the standard as a portability layer. This enables users to write code once
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## Looking ahead
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As the Array API standard matures, our focus is shifting from defining the core
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As the array API standard matures, our focus is shifting from defining the core
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interface to ensuring long-term stability, usability, and ecosystem
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integration. Future work will continue to prioritize:
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## Get involved
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The Array API standard is developed in the open, and we welcome feedback and
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The array API standard is developed in the open, and we welcome feedback and
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contributions from the community.
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- Specification: [https://data-apis.org/array-api/](https://data-apis.org/array-api/)

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