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Fall 23 Stable Image Updates
- TensorRT added to scipy-ml Notebook. This should help increase Tensorflow performance.
- build-essential added to all notebooks. Most importantly, this adds G++ to your container.
- Tensorflow 2.12 -> 2.13
- Keras 2.12 -> 2.13.1
- Torch 1.9.0 -> 2.0.1
- Pandas 1.5.3 -> 2.0.3
The scipy-ml image size has been cut down from 20 GB to 15 GB.
New Image Manifests:
Base notebook (Datascience): https://github.com/ucsd-ets/datahub-docker-stack/wiki/ghcr-io-ucsd-ets-datascience-notebook-2023.4-stable
Scipy-ML notebook: https://github.com/ucsd-ets/datahub-docker-stack/wiki/ghcr-io-ucsd-ets-scipy-ml-notebook-2023.4-stable
RStudio Notebook: https://github.com/ucsd-ets/datahub-docker-stack/wiki/ghcr-io-ucsd-ets-rstudio-notebook-2023.4-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 datahub@ucsd.edu.