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Copy file name to clipboardExpand all lines: README.md
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## `mkl_random` -- a NumPy-based Python interface to Intel (R) MKL Random Number Generation functionality
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## `mkl_random` -- a NumPy-based Python interface to Intel® oneAPI Math Kernel Library (OneMKL) Random Number Generation functionality
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[](https://github.com/IntelPython/mkl_random/actions/workflows/conda-package-cf.yml)
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`mkl_random`has started as Intel (R) Distribution for Python optimizations for NumPy.
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`mkl_random` started as a part of Intel® Distribution for Python optimizations to NumPy.
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Per NumPy's community suggestions, voiced in https://github.com/numpy/numpy/pull/8209, it is being released as a
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stand-alone package.
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Prebuilt `mkl_random` can be installed into conda environment from Intel's channel:
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Prebuilt `mkl_random` can be installed into conda environment from Intel's channel using:
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`mkl_random` is not fixed-seed backward compatible drop-in replacement for `numpy.random`, meaning that it implements sampling from the same distributions as `numpy.random`.
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For distributions directly supported in Intel (R) Math Kernel Library (MKL), `method` keyword is supported:
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For distributions directly supported in Intel® OneMKL, `method` keyword is supported:
Copy file name to clipboardExpand all lines: docs/source/tutorials.rst
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$ conda install mkl_random
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The package can also be installed via :code:`pip` package manager, either from central Python package index (PyPI) repository, or from index maintained by Intel(R):
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The package can also be installed via :code:`pip` package manager, either from central Python package index (PyPI) repository, or from index maintained by Intel®:
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.. code-block:: bash
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:caption: Install mkl_random using pip from intel channel on Anaconda
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$ pip install mkl_random
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The :mod:`mkl_random` is also distributed as part of `Intel(R) Distribution for Python* <https://www.intel.com/content/www/us/en/developer/tools/oneapi/distribution-for-python.html>`_.
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The :mod:`mkl_random` is also distributed as part of `Intel® Distribution for Python* <https://www.intel.com/content/www/us/en/developer/tools/oneapi/distribution-for-python.html>`_.
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