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jupyter notebook can use numpy but not ubuntu in wsl2

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The problem is when I try to use numpy or any other module from the ubuntu terminal in WSL@.It throws an error, but it works seamlessly from jupyter-notebook.

Also, WSL2 ubuntu doesn't load the notebook. It seems like a path issue but not been able to pinpoint it.

Thanks in advance.

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