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[ENH] Read Support for CSR tables in oneapi
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 and readability
- [x] I have reviewed my changes thoroughly before submitting this pull request.
- [x] I have commented my code, particularly in hard-to-understand areas.
- [x] I have updated the documentation to reflect the changes or created a separate PR with update and provided its number in the description, if necessary.
- [x] Git commit message contains an appropriate signed-off-by string (see CONTRIBUTING.md for details).
- [x] I have added a respective label(s) to PR if I have a permission for that.
- [x] I have resolved any merge conflicts that might occur with the base branch.
Testing
- [x] I have run it locally and tested the changes extensively.
- [x] All CI jobs are green or I have provided justification why they aren't.
- [ ] I have extended testing suite if new functionality was introduced in this PR.
Performance
- [x] I have measured performance for affected algorithms using scikit-learn_bench and provided at least summary table with measured data, if performance change is expected.
- [x] I have provided justification why performance has changed or why changes are not expected.
- [x] I have provided justification why quality metrics have changed or why changes are not expected.
- [x] I have extended benchmarking suite and provided corresponding scikit-learn_bench PR if new measurable functionality was introduced in this PR.