oneDAL

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This PR contains the following updates: | Package | Type | Update | Change | |---|---|---|---| | [lukka/get-cmake](https://redirect.github.com/lukka/get-cmake) | action | patch | `v4.0.1` -> `v4.0.3` | --- > [!WARNING]...

renovate[bot]

init parallel trees method

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## Description ## Summary This PR introduces a new method `local_trees` for the Random Forest implementation. The method builds local trees independently on each GPU node, enabling efficient parallelization and...

Alexandr-Solovev

[ENH] Read Support for CSR tables in oneapi

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## Description This PR adds support for reading csr tables in oneapi, both CPU and GPU implementations. Relevant examples are introduced, showcasing the functionality of the `read_csr`. --- **PR completeness...

DDJHB

FIX: Check each error code instead of just last

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## Description This PR modifies the logic for summary statistics to make a check after each call to MKL to verify that no error occurred, instead of checking only the...

david-cortes-intel

More granular CPU features detection

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## Description API for run-time CPU features detection was added to DAAL and oneDAL. Following features were included into initial list: - SpeedStep - Turbo Boost - bfloat16 - AVX512...

Vika-F

Support spmd knn search

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## Description Fix errors that occur when calling kNN search (ie without responses result_option set). Uses result option indication of whether results are requested, and only runs this logic when...

ethanglaser

This PR implements the cosine distance algorithm for both the DAAL and oneDAL frameworks, computing pairwise cosine distances between feature vectors. The DAAL implementation includes block-based, batch processing containers, and...

richardnorth3

feature: add noise_variance computation on oneDAL side

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## Changes Summary 1. **Added `noise_variance` computation** Implemented calculation of noise variance as part of the PCA result options. This allows better estimation of the unexplained variance in the dataset....

Alexandr-Solovev

RFC: Add Pull Request rules to oneDAL

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## Description This is a modified version of internal rules used for oneDAL Pull Requests. These are to be made public with necessary modification representing the facts-on-the-ground of recent oneDAL...

icfaust

Fix vectorization pragmas for icx compiler

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## Description * Vectorization pragmas were defined for icx/icpx compilers. Previously they were defined only for icc. * Vectorization pragmas were redefined for all compilers in attempt to use OpenMP...

Vika-F