scikit-learn-intelex

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## Description Follow up to https://github.com/intel/scikit-learn-intelex/pull/1778 --- PR should start as a draft, then move to ready for review state after CI is passed and all applicable checkboxes are closed....

ethanglaser

[enhancement] WIP new finite checking in SVM algorithms

2

## 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 example)_ _Benchmarks PR (if needed): https://github.com/IntelPython/scikit-learn_bench/pull/155...

icfaust

[Enhancement] WIP new finite checking in ```EmpiricialCovariance``` and ```IncrementalEmpiricalCovariance```

3

## Description Add new finite checking to EmpricalCovariance --- PR should start as a draft, then move to ready for review state after CI is passed and all applicable checkboxes...

icfaust

[enhancement] make ```BasicStatistics``` and ```IncrementalBasicStatistics``` array_api-compliant

7

## 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 example)_ _Benchmarks PR (if needed): https://github.com/IntelPython/scikit-learn_bench/pull/155...

icfaust

## Description Temp --- PR should start as a draft, then move to ready for review state after CI is passed and all applicable checkboxes are closed. This approach ensures...

icfaust

[WIP] Remove deselection of sparse sigmoid kernels tests

1

## 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 example)_ _Benchmarks PR (if needed): https://github.com/IntelPython/scikit-learn_bench/pull/155...

Vika-F

MAINT: Update tags for sklearn1.8

1

## Description --- Checklist: **Completeness and readability** - [x] Git commit message contains an appropriate signed-off-by string _(see [CONTRIBUTING.md](https://github.com/uxlfoundation/scikit-learn-intelex/blob/main/CONTRIBUTING.md#pull-requests) for details)_. - [x] I have resolved any merge conflicts that...

david-cortes-intel

[Experiment, do NOT merge] Try reimporting logistic regression

9

## Description --- Checklist: **Completeness and readability** - [ ] I have commented my code, particularly in hard-to-understand areas. - [ ] I have updated the documentation to reflect the...

david-cortes-intel

[Do NOT merge yet] FIX: Make global queue objects thread-local

1

## Description Sycl queues on GPU are managed through global objects, but since the introduction of array API, some operations might be offloaded to other libraries that raise the GIL...

david-cortes-intel

FIX: Allow sparse data on TSNE

7

## Description The docs say that TSNE does not support sparse inputs, and there are checks against them. But it turns out that TSNE doesn't use the actual data -...

david-cortes-intel