python -m venv env

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$ source env/bin/activate

(venv) $ pip install ipykernel

(venv) $ ipython kernel install --user --name=env

# Activate the virtualenv ("your-venv")

$ source your-venv/bin/activate

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# Install jupyter in the virtualenv

(your-venv)$ pip install jupyter

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# Add the virtualenv as a jupyter kernel

(your-venv)$ ipython kernel install --name "local-venv" --user

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You can now select the created kernel your-env when you start Jupyter

If you don't see the new kernel initially try refreshing

# venv is the name of the virtual environment

ipython kernel install --user --name=venv

python -m venv myenv

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ipython kernel install --user --name=venv