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Updates to Root analytics images for Q1 2022

Rob Oakes requested to merge roakes/dev.spark321 into master

Updated Spark analytics images, improved JupyterLab tools, removed TensorFlow from stack.

  • Re-organized repository structure, added notes to README to help with reference and navigation.
  • Upgrade JupyterLab to 2.3.2, added Draw.io as a diagram editor
  • Removed S3 browser from images
  • Upgraded Sonador client, Sonador3D, and Sonador AI versions (initial inclusion of Sonador AI)
  • Added MONAI as a DL dependency
  • Removed TensorFlow due to incompatibilities with pydicom, PyTorch, and other dependencies which need a current version of NumPy.
  • Added PyTorch compatible NLP tools such as Allen NLP and Huggingface transformers. Refer to commit history for complete list.
  • Re-worked internal FROM lines of Dockerfiles to use registry.oak-tree.tech rather than code.oak-tree.tech:5005 to improve compatibility for enterprise environments.

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