Custom environment
==================

Open a Terminal and type the following code. This will create
a virtual environment with Python 3.6 and TensorFlow 1.15 in the
user home directory.

.. code-block:: bash

    conda create -y -p $HOME/.conda/envs/py36 python=3.6
    conda install -y -p $HOME/.conda/envs/py36 tensorflow=1.15

Python will then be available under ``$HOME/.conda/envs/py36/bin/python``.

In order to add this environment to JupyterLab 

.. code-block:: bash

    $HOME/.conda/envs/py36/bin/python -m pip install ipykernel
    $HOME/.conda/envs/py36/bin/python -m ipykernel install --user \
        --display-name 'Python 3.6' --name python36


.. figure:: images/new_kernel.png