scikit-learn-intelex
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intel
Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application
This PR contains the following updates: | Package | Change | Age | Adoption | Passing | Confidence | |---|---|---|---|---|---| | [cmake](https://redirect.github.com/scikit-build/cmake-python-distributions) | `==3.30.3` -> `==3.30.5` | [](https://docs.renovatebot.com/merge-confidence/) | [](https://docs.renovatebot.com/merge-confidence/)...
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### Description Enabled more tests for #1861 * --- Checklist to comply with before moving PR from draft: **PR completeness and readability** - [ ] I have reviewed my changes...
This PR contains the following updates: | Package | Change | Age | Adoption | Passing | Confidence | |---|---|---|---|---|---| | [array-api-strict](https://data-apis.org/array-api-strict/) | `==2.0.1` -> `==2.1` | [](https://docs.renovatebot.com/merge-confidence/) | [](https://docs.renovatebot.com/merge-confidence/)...
### Description Data management update. Update `to_table` and `from_table` primitives to support SUA ifaces with zero-copy.  ### Detailed #### Major updates - Support of `__sycl_usm_array_interface__` implemented without dpctl as...
## Description Stock scikit-learn only support such Array API inputs as `cupy.array_api, array-api-strict, cupy, and PyTorch` [[scikit-learn's Array API support](https://scikit-learn.org/1.5/modules/array_api.html)]. Host numpy copies of the input data will be used...
- Add 'Non-Scikit algorithms' part to the docs - Add info about IncrementalPCA - Add sphinx.napoleon extension to generate docs from docstrings. - Update docstrings for non-scikit algorithms ## Description...
## Description closes https://github.com/intel/scikit-learn-intelex/pull/2087 This PR modifies the script that runs unit tests to also produce a JSON report of the tests that were executed, using a pytest plugin for...
### Description _Add a comprehensive description of proposed changes_ _List issue number(s) if exist(s): #6 (for example)_ --- Checklist to comply with before moving PR from draft: **PR completeness and...
## Description As a follow-up from oneDAL PR: https://github.com/oneapi-src/oneDAL/pull/2930 The PR above enables fitting linear regressions to overdetermined systems, both in regular regression and multi-output regression. Currently, the `sklearnex` estimators...
## Description Add pytest-cov for test coverage reports. Work in progress. --- Checklist to comply with **before moving PR from draft**: **PR completeness and readability** - [ ] I have...
