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To add virtual environment to jupyter notebook, first activate your venv and install ipykernel:
pip install --user ipykernel
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Add your virtual environment by typing:
python -m ipykernel install --user --name=myenv
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Find the installed kernelspec in kernel.json file (location should be printed after running the previous command).
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See the list o kernels available using:
jupyter kernelspec list
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Remove an existing kernel by:
jupyter kernelspec uninstall myenv