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New OReilly Tidy Modeling with R book (www.oreilly.com)

I'm reading this now and it's a really nice introduction to the tidymodels framework. This has developed a lot over the last year and I'm now going to use this as the basis for the practical parts of the machine learning course I'm writing. It's great having such a consistent interface to a wide variety of models which means...

AlmaLinux gives up being 1:1 RHEL compatible (almalinux.org)

In case you missed it, Red Hat announced they will no longer be providing the means for downstream clones to continue to be 1:1 binary copies of Red Hat Enterprise Linux (RHEL). Very quickly, both Jack and I shared some initial thoughts, but we intentionally took our time deciding the next right step for AlmaLinux OS. After much...

Open source developers - have the recent moves by RedHat changed your opinion of using non-GPL licenses?

The new license terms for RHEL are structured to stop subscribers from exercising their rights under the GPL. For now they are still providing source code albeit in a less convenient form, but technically they only need to do this for GPL licenses packages and they could remove code for BSD /MIT / Apache licensed packages....

CentOS Stream for HPC work?

I've been running an HPC system for a science group for a while now and have built a couple of different systems based on common HPC infrastructures (ROCKS or Open HPC). These have been built on top of the rebuilt RHEL distros (mostly CentOS), but I don't really need the level of stability that these provide and would actually...

The Curse of Recursion: Training on Generated Data Makes Models Forget (arxiv.org)

Stable Diffusion revolutionised image creation from descriptive text. GPT-2, GPT-3(.5) and GPT-4 demonstrated astonishing performance across a variety of language tasks. ChatGPT introduced such language models to the general public. It is now clear that large language models (LLMs) are here to stay, and will bring about drastic...

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