Configuring virtual environment for Jupyter notebook

Jupyter (Source)
$ pip3 install jupyter
$ source tensorflow_gpu_env/bin/activate
(tensorflow_gpu_env) $ pip3 install ipykernel
(tensorflow_gpu_env) $ python3 -m ipykernel install --user --name=tensorflow_gpu_env
(tensorflow_gpu_env) $ jupyter notebook
$ jupyter kernelspec uninstall <kernel_name>
$ jupyter kernelspec remove <kernel_name>

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