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Fall 24 Stable Image Updates

RockfordMankiniUCSD edited this page Aug 30, 2024 · 2 revisions

Changelog

New Features

We have moved from Notebook 6 to JupyterLab! Please read this KB document to learn more about JupyterLab: https://support.ucsd.edu/services?id=kb_article_view&sysparm_article=KB0035185

Package Upgrades

  • Python 3.9 -> 3.11
  • Tensorflow 2.13.1 -> 2.15.0
  • Torch 2.1.2 -> 2.2.1
  • Scipy 1.7.0 -> 1.13.0
  • Pandas 2.2.0 -> 2.2.2
  • Numpy 1.22.4 -> 1.26.4
  • R 4.1.0 -> 4.3.3

Other Updates

Due to our refactoring of the images, the Scipy-ML image has increased in size to about 23 GB. We will be looking for ways to trim down on the image's size in the following quarter.

New Image Manifests:

Base notebook (Datascience): https://github.com/ucsd-ets/datahub-docker-stack/wiki/ghcr-io-ucsd-ets-datascience-notebook-2024.4-stable

Scipy-ML notebook: https://github.com/ucsd-ets/datahub-docker-stack/wiki/ghcr-io-ucsd-ets-scipy-ml-notebook-2024.4-stable

RStudio Notebook: https://github.com/ucsd-ets/datahub-docker-stack/wiki/ghcr-io-ucsd-ets-rstudio-notebook-2024.4-stable

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