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Winter 25 Stable Image Updates

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RockfordMankiniUCSD edited this page Dec 5, 2024 · 1 revision

Changelog

Quick note on future plans

We're currently in the process of reimaging our compute nodes to run off of Debian. Once that is done, we'll be able to update CUDA, Tensorflow, and Torch (hopefully in time for the Spring quarter).

Package Upgrades

  • Transformers 4.44.2 -> 4.46.3
  • Statsmodels 0.14.2 -> 0.14.4
  • Pandas 2.2.2 -> 2.2.3
  • RStudio 2024.04.2 -> 2024.09.1

New Image Manifests:

Base notebook (Datascience): https://github.com/ucsd-ets/datahub-docker-stack/wiki/ghcr-io-ucsd-ets-datascience-notebook-2025.1-stable

Scipy-ML notebook: https://github.com/ucsd-ets/datahub-docker-stack/wiki/ghcr-io-ucsd-ets-scipy-ml-notebook-2025.1-stable

RStudio Notebook: https://github.com/ucsd-ets/datahub-docker-stack/wiki/ghcr-io-ucsd-ets-rstudio-notebook-2025.1-stable

The Home.md page lists the stable version of the production images in each quarter used for courses on the DSMLP platform.

The Stable_Tag.md page lists the global-stable images being used in the current quarter.

To see the packages being installed and other information for a particular image, click on the respective "Link" to view the manifest of it.

If you have any questions, please create a ticket by emailing [email protected].

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