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README.md

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This collection of examples is part of "[oneAPI for Scientific Python Community][poster]"
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virtual poster by @oleksandr-pavlyk and @diptorupd presented at [SciPy 2022][scipy22] conference.
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Two packages `kde_setuptools` and `kde_pybind11` implement the same Kernel Density Estimation
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code executable on SYCL devices supported by DPC++, e.g. Intel CPUs, Intel GPUs.
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They only differ in how they are built. One is built with plain `setuptools` while other
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is build with `scikit-build` and uses DPC++ integration with CMake.
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[poster]: https://intelpython.github.io/oneAPI-for-SciPy
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[scipy22]: https://www.scipy2022.scipy.org/

kde_skbuild/README.md

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```bash
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CC=icx CXX=icpx python setup.py develop -G Ninja -- -DDCPTL_MODULE_PATH=$(python -m dpctl --cmakedir)
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pytest -m tests
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```
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```
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Scikit-build enables building Python native extensions using CMake. This package leverage integration DPC++
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with CMake [dpcpp-cmake-integration] as well as integration of `dpctl` with CMake.
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[dpcpp-cmake-integration]: https://www.intel.com/content/www/us/en/develop/documentation/oneapi-dpcpp-cpp-compiler-dev-guide-and-reference/top/compiler-setup/use-the-command-line/use-cmake-with-the-intel-oneapi-dpc-c-compiler.html

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