Changelog

New Features

• 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.

Package Upgrades

• 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

Other Updates

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