Launching Jupyter Notebook inside a Virtual Environment

The first step is creating the virtual environment that has all the packages.

$ mkdir myproject && cd myproject
$ python -m venv env 
$ source venv/bin/activate 

Install ipykernel and create a new one for our virtual environment

(env) $ python -m pip install ipykernel
(env) $ ipython kernel install --user --name=<REPLACE-WITH-KERNEL-NAME>

Finally, lunch jupyter and check it was created

(env) $ jupyter notebook

In order to do the same in Julia follow these steps.

Removing Kernels

Run jupyter kernelspec list to get the name of all your kernels.

Then simply uninstall your <KERNEL-NAME>

jupyter kernelspec uninstall <KERNEL-NAME>