I have found the old answer to this question, but the instructions provided in the mentioned post are no longer working... Essentially the URL where NumPy for IronPython was stored is broken.
How to install NumPy for IronPython in 2015/2016
This means NumPy library is not supported by IronPython.
NumPy can be installed with conda , with pip , with a package manager on macOS and Linux, or from source.
You can download the required wheel file from https://pypi.org/project/numpy.
Update the pip to the latest version based on your OS.
If you are unable to use pip, please add pip to your PATH by editing environment variables.
pip install --upgrade pip
After upgrading pip, you can use pip to install the local *.whl file you downloaded
pip install C:\path\to\whl_file.whl
For more customized install, you can look here: https://pip.pypa.io/en/stable/
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