Alexander Andreev

Enable multithreading branches in SVD

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# Description Changes proposed in this pull request: - Enable multithreaded QR, SVD and GEMM computation in one of SVD branches Has significant perf. improvement variance dependent on system specs.

Change SVM._fit_proba implementation

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### Description Accelerates SVM._fit_proba by using prefit estimator in `CalibratedClassifierCV` instead of cross-validation. Solves https://github.com/intel/scikit-learn-intelex/issues/621. - [x] I have reviewed my changes thoroughly before submitting this pull request. - [x]...

[enh] Conda recipe update and CI OS version pinning

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### Description Scikit-learn-intelex conda recipe update. Changes: - Update content of recipe, building and testing scripts to sync with conda-forge feedstock - Add recipe building on Linux and Windows to...

# UPDATED TEMPLATE Sync with https://github.com/intel/scikit-learn-intelex/pull/2127 ## Description _Add a comprehensive description of proposed changes_ _List associated issue number(s) if exist(s): #6 (for example)_ _Documentation PR (if needed): #1340 (for...

Sync from sklearnex and oneDAL with performance section removed. # NEW TEMPLATE ## Description _Add a comprehensive description of proposed changes_ _List associated issue number(s) if exist(s): #6 (for example)_...

`n_jobs` support details in docs

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## Description Adds a doc page for `n_jobs` specifics of sklearnex. --- Checklist to comply with **before moving PR from draft**: **PR completeness and readability** - [x] I have reviewed...

Remove separate CI steps for sklearnex preview

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## Description Separate testing for preview functionality of sklearnex is not required since there is no intersection between regular and preview scopes of sklearnex. --- PR should start as a...