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Revamp Jupyter Containers

Seungmin Kim requested to merge ehf/jupyter-stack:prp into revamp_by_ehfd

Instructions to merge:

THIS SHOULD NOT BE DIRECTLY MERGED!

  1. Get commits from upstream (I have manually updated the container images so if this was just merged, it would mess up the commits)
  2. Change base from nvidia/cuda:devel to ubuntu:22.04 in CI/CD.
  3. Test that MATLAB and Julia works with CUDA (they should, as CUDA.jl was compiled during the build, and they should only use CUDA drivers - not libraries - which are provisioned through the container toolkit)
  4. Merge only the Tensorflow and PRP containers; rest should be kept as-is.

#17 is only half-complete. Rest to be done after we test everything.

Edited by Seungmin Kim

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