Python virtual environment or Docker container

[subhashs]

Hi,

I have been exploring AEP platform for running  Data science models and we are seeing package issues due to incompatible versions. For example the notebooks we have built is on tensorflow=1.15 & Python 3.7.6 but the AEP comes with lower versions of these. 

I was wondering if there's a way for us to create a virtual environment, install required packages and attach the AEP jupyterhub to environment or Create a docker container and use within AEP environment.

Any documentation on this will be very helpful.

Regards,

Subhash S