I've been meaning to get into some image generation type things too. The best self hosted tool I know of is InvokeAI. I'm sure there could be a whole other post (or other community) about image generation tools.

Upscayl is for specifically AI upscaling: https://upscayl.org/download Its a handy tool to have nearby depending on the type of image work you're doing.

I would love similar movement with regards to doc comment standards. My company uses numpy and its too verbose, and the style guide makes zero mention of type hints so we keep winging it. And with not many tools for enforcing the standards (like what type to actual write for a parameter) its an ongoing battle among the team.

Whats the easiest way to contribute to the simplex communication network? When I run a relay node, how do I notify the network that my instance exists

Thanks for sharing this codec wiki. Looks like an incredible project.

Thats a really cool look, bright mode and borderless. Have you edited things like firefox to share a similar theme?

I never considered there could be libraries for building these games, just assumed any game would always start from scratch. I've not heard of any.

I made an attempt to build my own from scratch a long time ago, and I ended up with an engine in code and a yaml file to configure everything. I wonder if there are solutions where you dont write code directly, but you write plaintext configuration files and just pump it into the game engine.

Those keycaps are very nice. What was something you learned from doing your first build?

Keep it up. I enjoy hearing about the updates.

For more "traditional" or "statistical" modeling (not NN) 100% start with sklearn. It has a plethora of algorithms, and their docs read like a book. You can learn a whole bunch of new methods and techniques from there too. In tandum, you should familiarize yourself with matplotlib, which is the plotting library it uses under the hood (and is by far the most popular plotting library.)

For deep learning, I'd say PyTorch? Tensorflow used to be standard but its fallen out of favor compared to PyTorch. I don't use either so I'm nit sure.

If you need just the id you can always screenshot that barcode or store it in an app like Catima. I dont have any advice for if you need other functionality, sorry.

This is the first time I'm hearing of Zorin OS. What's so unique about it? It seems pretty standard based on the release features, and that upstream is just Ubuntu LTS. Does anyone use Zorin OS?