DOC: Update doc and internal links after uxl transfer (#2203)

* update doc links after uxl transfer

* update also non-docs github URLs

* missing file

* missing link

* replace links also for oneDAL

* revert incorrect link for oneAPI-samples

* missing revertion

.github/Pull_Request_template.md

@@ -23,7 +23,7 @@ Checklist to comply with **before moving PR from draft**:
 - [ ] I have reviewed my changes thoroughly before submitting this pull request.
 - [ ] I have commented my code, particularly in hard-to-understand areas.
 - [ ] 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.
-- [ ] Git commit message contains an appropriate signed-off-by string _(see [CONTRIBUTING.md](https://github.com/intel/scikit-learn-intelex/blob/main/CONTRIBUTING.md#pull-requests) for details)_.
+- [ ] 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)_.
 - [ ] I have added a respective label(s) to PR if I have a permission for that.
 - [ ] I have resolved any merge conflicts that might occur with the base branch.
 

CONTRIBUTING.md

@@ -22,7 +22,7 @@ This document explains how to participate in project conversations, log bugs and
 
 ## Licensing 
 
-Intel(R) Extension for Scikit-learn uses the [Apache 2.0 License](https://github.com/intel/scikit-learn-intelex/blob/main/LICENSE). 
+Intel(R) Extension for Scikit-learn uses the [Apache 2.0 License](https://github.com/uxlfoundation/scikit-learn-intelex/blob/main/LICENSE). 
 By contributing to the project, you agree to the license and copyright terms and release your own contributions under these terms. 
 
 ## Pull Requests 
@@ -47,7 +47,7 @@ Continuous Integration (CI) testing is enabled for the repository. Your pull req
 
 ## Code Style
 
-We use [black](https://black.readthedocs.io/en/stable/) version 24.1.1 and [isort](https://pycqa.github.io/isort/) version 5.13.2 formatters for Python* code. The line length is 90 characters; use default options otherwise. You can find the linter configuration in [.pyproject.toml](https://github.com/intel/scikit-learn-intelex/blob/main/pyproject.toml).
+We use [black](https://black.readthedocs.io/en/stable/) version 24.1.1 and [isort](https://pycqa.github.io/isort/) version 5.13.2 formatters for Python* code. The line length is 90 characters; use default options otherwise. You can find the linter configuration in [.pyproject.toml](https://github.com/uxlfoundation/scikit-learn-intelex/blob/main/pyproject.toml).
 
 A GitHub* Action verifies if your changes comply with the output of the auto-formatting tools.
 

INSTALL.md

@@ -40,7 +40,7 @@ To install Intel(R) Extension for Scikit-learn*, use one of the following scenar
 
 ## Before You Begin
 
-Check [System](https://intel.github.io/scikit-learn-intelex/latest/system-requirements.html) and [Memory](https://intel.github.io/scikit-learn-intelex/latest/memory-requirements.html) Requirements.
+Check [System](https://uxlfoundation.github.io/scikit-learn-intelex/latest/system-requirements.html) and [Memory](https://uxlfoundation.github.io/scikit-learn-intelex/latest/memory-requirements.html) Requirements.
 
 ## Supported Configurations
 
@@ -158,7 +158,7 @@ The build-process (using setup.py) happens in 4 stages:
 * cmake and pybind11
 * A C++ compiler with C++11 support
 * Clang-Format
-* [Intel® oneAPI Data Analytics Library (oneDAL)](https://github.com/oneapi-src/oneDAL) version 2021.1 or later
+* [Intel® oneAPI Data Analytics Library (oneDAL)](https://github.com/uxlfoundation/oneDAL) version 2021.1 or later
   * You can use the pre-built `dal-devel` conda package from conda-forge channel
 * MPI (optional, needed for distributed mode)
   * You can use the pre-built `impi_rt` and `impi-devel` conda packages from conda-forge channel
@@ -253,5 +253,5 @@ conda build .
 
 ## Next Steps
 
-- [Learn what patching is and how to patch scikit-learn](https://intel.github.io/scikit-learn-intelex/latest/what-is-patching.html)
-- [Start using scikit-learn-intelex](https://intel.github.io/scikit-learn-intelex/latest/quick-start.html)
+- [Learn what patching is and how to patch scikit-learn](https://uxlfoundation.github.io/scikit-learn-intelex/latest/what-is-patching.html)
+- [Start using scikit-learn-intelex](https://uxlfoundation.github.io/scikit-learn-intelex/latest/quick-start.html)

README.md

@@ -5,12 +5,12 @@
 
 <h3> Speed up your scikit-learn applications for Intel(R) CPUs and GPUs across single- and multi-node configurations
 
-[Releases](https://github.com/intel/scikit-learn-intelex/releases)&nbsp;&nbsp;&nbsp;|&nbsp;&nbsp;&nbsp;[Documentation](https://intel.github.io/scikit-learn-intelex/)&nbsp;&nbsp;&nbsp;|&nbsp;&nbsp;&nbsp;[Examples](https://github.com/intel/scikit-learn-intelex/tree/master/examples/notebooks)&nbsp;&nbsp;&nbsp;|&nbsp;&nbsp;&nbsp;[Support]()&nbsp;&nbsp;&nbsp;|&nbsp;&nbsp;[License](https://github.com/intel/scikit-learn-intelex/blob/master/LICENSE)&nbsp;&nbsp;&nbsp;
+[Releases](https://github.com/uxlfoundation/scikit-learn-intelex/releases)&nbsp;&nbsp;&nbsp;|&nbsp;&nbsp;&nbsp;[Documentation](https://uxlfoundation.github.io/scikit-learn-intelex/)&nbsp;&nbsp;&nbsp;|&nbsp;&nbsp;&nbsp;[Examples](https://github.com/uxlfoundation/scikit-learn-intelex/tree/master/examples/notebooks)&nbsp;&nbsp;&nbsp;|&nbsp;&nbsp;&nbsp;[Support]()&nbsp;&nbsp;&nbsp;|&nbsp;&nbsp;[License](https://github.com/uxlfoundation/scikit-learn-intelex/blob/master/LICENSE)&nbsp;&nbsp;&nbsp;
 
 
 [![Build Status](https://dev.azure.com/daal/daal4py/_apis/build/status/CI?branchName=main)](https://dev.azure.com/daal/daal4py/_build/latest?definitionId=9&branchName=main)
 [![Coverity Scan Build Status](https://scan.coverity.com/projects/21716/badge.svg)](https://scan.coverity.com/projects/daal4py)
-[![Join the community on GitHub Discussions](https://badgen.net/badge/join%20the%20discussion/on%20github/black?icon=github)](https://github.com/intel/scikit-learn-intelex/discussions)
+[![Join the community on GitHub Discussions](https://badgen.net/badge/join%20the%20discussion/on%20github/black?icon=github)](https://github.com/uxlfoundation/scikit-learn-intelex/discussions)
 [![PyPI Version](https://img.shields.io/pypi/v/scikit-learn-intelex)](https://pypi.org/project/scikit-learn-intelex/)
 [![Conda Version](https://img.shields.io/conda/vn/conda-forge/scikit-learn-intelex)](https://anaconda.org/conda-forge/scikit-learn-intelex)
 [![python version](https://img.shields.io/badge/python-3.9%20%7C%203.10%20%7C%203.11%20%7C%203.12-blue)](https://img.shields.io/badge/python-3.9%20%7C%203.10%20%7C%203.11%20%7C%203.12-blue)
@@ -39,7 +39,7 @@ Intel(R) Extension for Scikit-learn is also a part of [Intel(R) AI Tools](https:
 
 ## Acceleration
 
-![](https://raw.githubusercontent.com/intel/scikit-learn-intelex/master/doc/sources/_static/scikit-learn-acceleration.PNG)
+![](https://raw.githubusercontent.com/uxlfoundation/scikit-learn-intelex/master/doc/sources/_static/scikit-learn-acceleration.PNG)
 
 [Benchmarks code](https://github.com/IntelPython/scikit-learn_bench)
 
@@ -74,7 +74,7 @@ Intel(R) Extension for Scikit-learn is also a part of [Intel(R) AI Tools](https:
     with config_context(target_offload="gpu:0"):
         clustering = DBSCAN(eps=3, min_samples=2).fit(X)
     ```
-:eyes: Check out available [notebooks](https://github.com/intel/scikit-learn-intelex/tree/master/examples/notebooks) for more examples.
+:eyes: Check out available [notebooks](https://github.com/uxlfoundation/scikit-learn-intelex/tree/master/examples/notebooks) for more examples.
 
 ## Installation
 
@@ -84,16 +84,16 @@ To install Intel(R) Extension for Scikit-learn, run:
 pip install scikit-learn-intelex
 ```
 
-See all installation instructions in the [Installation Guide](https://intel.github.io/scikit-learn-intelex/latest/installation.html).
+See all installation instructions in the [Installation Guide](https://uxlfoundation.github.io/scikit-learn-intelex/latest/installation.html).
 
 ## Integration
 
 The software acceleration is achieved through patching. It means, replacing the stock scikit-learn algorithms with their optimized versions provided by the extension.
 
-The patching only affects [supported algorithms and their parameters](https://intel.github.io/scikit-learn-intelex/latest/algorithms.html).
+The patching only affects [supported algorithms and their parameters](https://uxlfoundation.github.io/scikit-learn-intelex/latest/algorithms.html).
 You can still use not supported ones in your code, the package simply fallbacks into the stock version of scikit-learn. 
 
-> **_TIP:_** Enable [verbose mode](https://intel.github.io/scikit-learn-intelex/latest/verbose.html) to see which implementation of the algorithm is currently used.
+> **_TIP:_** Enable [verbose mode](https://uxlfoundation.github.io/scikit-learn-intelex/latest/verbose.html) to see which implementation of the algorithm is currently used.
 
 To patch scikit-learn, you can:
 * Use the following command-line flag:
@@ -106,32 +106,32 @@ To patch scikit-learn, you can:
   patch_sklearn()
   ```
 
-:eyes: Read about [other ways to patch scikit-learn](https://intel.github.io/scikit-learn-intelex/index.html#usage). 
+:eyes: Read about [other ways to patch scikit-learn](https://uxlfoundation.github.io/scikit-learn-intelex/index.html#usage). 
 
 ## Documentation
 
-* [Quick Start](https://intel.github.io/scikit-learn-intelex/latest/quick-start.html)
-* [Documentation and Tutorials](https://intel.github.io/scikit-learn-intelex/latest/index.html)
-* [Release Notes](https://github.com/intel/scikit-learn-intelex/releases)
-* [Medium Blogs](https://intel.github.io/scikit-learn-intelex/latest/blogs.html)
-* [Code of Conduct](https://github.com/intel/scikit-learn-intelex/blob/master/CODE_OF_CONDUCT.md)
+* [Quick Start](https://uxlfoundation.github.io/scikit-learn-intelex/latest/quick-start.html)
+* [Documentation and Tutorials](https://uxlfoundation.github.io/scikit-learn-intelex/latest/index.html)
+* [Release Notes](https://github.com/uxlfoundation/scikit-learn-intelex/releases)
+* [Medium Blogs](https://uxlfoundation.github.io/scikit-learn-intelex/latest/blogs.html)
+* [Code of Conduct](https://github.com/uxlfoundation/scikit-learn-intelex/blob/master/CODE_OF_CONDUCT.md)
 
 ### daal4py and oneDAL
 
 The acceleration is achieved through the use of the Intel(R) oneAPI Data Analytics Library (oneDAL). Learn more:
-- [About Intel(R) oneAPI Data Analytics Library](https://github.com/oneapi-src/oneDAL)
-- [About daal4py](https://github.com/intel/scikit-learn-intelex/tree/main/daal4py)
+- [About Intel(R) oneAPI Data Analytics Library](https://github.com/uxlfoundation/oneDAL)
+- [About daal4py](https://github.com/uxlfoundation/scikit-learn-intelex/tree/main/daal4py)
 
 ## Samples & Examples
 
-* [Examples](https://github.com/intel/scikit-learn-intelex/tree/master/examples/notebooks)
-* [Samples](https://intel.github.io/scikit-learn-intelex/latest/samples.html)
-* [Kaggle Kernels](https://intel.github.io/scikit-learn-intelex/latest/kaggle.html)
+* [Examples](https://github.com/uxlfoundation/scikit-learn-intelex/tree/master/examples/notebooks)
+* [Samples](https://uxlfoundation.github.io/scikit-learn-intelex/latest/samples.html)
+* [Kaggle Kernels](https://uxlfoundation.github.io/scikit-learn-intelex/latest/kaggle.html)
 
 
 ## How to Contribute
 
-We welcome community contributions, check our [Contributing Guidelines](https://github.com/intel/scikit-learn-intelex/blob/master/CONTRIBUTING.md) to learn more.
+We welcome community contributions, check our [Contributing Guidelines](https://github.com/uxlfoundation/scikit-learn-intelex/blob/master/CONTRIBUTING.md) to learn more.
 
 ------------------------------------------------------------------------
 \* The Intel logo, and other Intel marks are trademarks of Intel Corporation or its subsidiaries. Other names and brands may be claimed as the property of others. 

SECURITY.md

@@ -89,6 +89,6 @@ If you have any suggestions on how this Policy could be improved, submit
 an issue or a pull request to this repository. **Do not** report
 potential vulnerabilities or security flaws via a pull request.
 
-[1]: https://github.com/intel/scikit-learn-intelex/releases/latest
-[2]: https://github.com/intel/scikit-learn-intelex/security/advisories/new
-[3]: https://github.com/intel/scikit-learn-intelex/security/advisories
+[1]: https://github.com/uxlfoundation/scikit-learn-intelex/releases/latest
+[2]: https://github.com/uxlfoundation/scikit-learn-intelex/security/advisories/new
+[3]: https://github.com/uxlfoundation/scikit-learn-intelex/security/advisories

SUPPORT.md

@@ -23,14 +23,14 @@ Use the following methods if you face any challenges.
 
 ## Issues
 
-If you have a problem, check out the [GitHub Issues](https://github.com/intel/scikit-learn-intelex/issues) to see if the issue you want to address is already reported. 
+If you have a problem, check out the [GitHub Issues](https://github.com/uxlfoundation/scikit-learn-intelex/issues) to see if the issue you want to address is already reported. 
 You may find users that have encountered the same bug or have similar ideas for changes or updates.
 
 You can use issues to report a problem, make a feature request, or add comments on an existing issue.
 
 ## Discussions 
 
-Visit the [GitHub Discussions](https://github.com/intel/scikit-learn-intelex/discussions) to engage with the community, ask questions, or help others. 
+Visit the [GitHub Discussions](https://github.com/uxlfoundation/scikit-learn-intelex/discussions) to engage with the community, ask questions, or help others. 
 
 ## Forum 
 

conda-recipe/meta.yaml

@@ -28,7 +28,7 @@ package:
 
 # Reminder: source should point to path for repo or github archive for feedstock
 # source:
-#   url: https://github.com/intel/scikit-learn-intelex/archive/{{ version }}.tar.gz
+#   url: https://github.com/uxlfoundation/scikit-learn-intelex/archive/{{ version }}.tar.gz
 #   sha256: ...
 source:
   path: ..
@@ -99,7 +99,7 @@ test:
     - tests
 
 about:
-  home: https://intel.github.io/scikit-learn-intelex
+  home: https://uxlfoundation.github.io/scikit-learn-intelex
   license: Apache-2.0
   license_file:
     - LICENSE
@@ -114,8 +114,8 @@ about:
     <br/><br/>
     EULA: <a href="https://opensource.org/licenses/Apache-2.0" target="_blank">Apache-2.0</a>
     <br/><br/>
-  dev_url: https://github.com/intel/scikit-learn-intelex
-  doc_url: https://intel.github.io/scikit-learn-intelex
+  dev_url: https://github.com/uxlfoundation/scikit-learn-intelex
+  doc_url: https://uxlfoundation.github.io/scikit-learn-intelex
 
 extra:
   recipe-maintainers:

daal4py/README.md

@@ -23,15 +23,15 @@ We publish blogs on Medium, so [follow us](https://medium.com/intel-analytics-so
 ## 🔗 Important links
 - [Documentation](https://intelpython.github.io/daal4py/)
 - [scikit-learn API and patching](https://intelpython.github.io/daal4py/sklearn.html#sklearn)
-- [Building from Sources](https://github.com/intel/scikit-learn-intelex/blob/main/daal4py/INSTALL.md)
-- [About Intel(R) oneAPI Data Analytics Library](https://github.com/oneapi-src/oneDAL)
+- [Building from Sources](https://github.com/uxlfoundation/scikit-learn-intelex/blob/main/daal4py/INSTALL.md)
+- [About Intel(R) oneAPI Data Analytics Library](https://github.com/uxlfoundation/oneDAL)
 
 ## 💬 Support
 
 Report issues, ask questions, and provide suggestions using:
 
-- [GitHub Issues](https://github.com/intel/scikit-learn-intelex/issues)
-- [GitHub Discussions](https://github.com/intel/scikit-learn-intelex/discussions)
+- [GitHub Issues](https://github.com/uxlfoundation/scikit-learn-intelex/issues)
+- [GitHub Discussions](https://github.com/uxlfoundation/scikit-learn-intelex/discussions)
 - [Forum](https://community.intel.com/t5/Intel-Distribution-for-Python/bd-p/distribution-python)
 
 You may reach out to project maintainers privately at onedal.maintainers@intel.com
@@ -110,9 +110,9 @@ conda install impi_rt -c intel
 
 </details>
 
-You can [build daal4py from sources](https://github.com/intel/scikit-learn-intelex/blob/main/INSTALL.md) as well.
+You can [build daal4py from sources](https://github.com/uxlfoundation/scikit-learn-intelex/blob/main/INSTALL.md) as well.
 
 
 # ⚠️ Scikit-learn patching
 
-Scikit-learn patching functionality in daal4py was deprecated and moved to a separate package - [Intel(R) Extension for Scikit-learn*](https://github.com/intel/scikit-learn-intelex). All future updates for the patching will be available in Intel(R) Extension for Scikit-learn only. Please use the package instead of daal4py for the Scikit-learn acceleration.
+Scikit-learn patching functionality in daal4py was deprecated and moved to a separate package - [Intel(R) Extension for Scikit-learn*](https://github.com/uxlfoundation/scikit-learn-intelex). All future updates for the patching will be available in Intel(R) Extension for Scikit-learn only. Please use the package instead of daal4py for the Scikit-learn acceleration.

deselected_tests.yaml

@@ -162,7 +162,7 @@ deselected_tests:
   - ensemble/tests/test_stacking.py::test_stacking_with_sample_weight[StackingClassifier]
 
   # Insufficient accuracy of "coefs" and "intercept" in Elastic Net for multi-target problems
-  # https://github.com/oneapi-src/oneDAL/issues/494
+  # https://github.com/uxlfoundation/oneDAL/issues/494
   - linear_model/tests/test_coordinate_descent.py::test_enet_multitarget
 
   # oneAPI Data Analytics Library (oneDAL) doesn't support sample_weight (back to scikit-learn),

doc/README.md

@@ -25,7 +25,7 @@ To build Intel(R) Extension for Scikit-Learn documentation locally:
 
 1. Clone the repository:
 
-		git clone https://github.com/intel/scikit-learn-intelex.git
+		git clone https://github.com/uxlfoundation/scikit-learn-intelex.git
 
 2. Install required Python packages using `pip`:
 

doc/daal4py/_templates/layout.html

@@ -6,7 +6,7 @@
         var wapLocalCode = 'us-en'; // Dynamically set per localized site, see mapping table for values
         var wapSection = "scikit-learn"; // WAP team will give you a unique section for your site
         // Load TMS
-        if(document.location.href.contains("intel.github.io/scikit-learn-intelex")){
+        if(document.location.href.contains("uxlfoundation.github.io/scikit-learn-intelex")){
           (function () {
             var url = 'https://www.intel.com/content/dam/www/global/wap/tms-loader.js'; // WAP file URL
             var po = document.createElement('script'); po.type = 'text/javascript'; po.async = true; po.src = url;