Artificial Intelligence

That grand, spacious (and long ignored) branch of computing that, these days, deals not just with thinking machines (so-called “hard” AI), but mostly with enhancing the usefulness of machines in general by exploring mechanisms to express and manipulate harvested knowledge.

Or just pretty pictures and weird chatbots.

Resources

Field Category Date Link Notes
General Libraries 2009-06 Alchemy

A toolkit providing a series of algorithms for statistical relational learning and probabilistic logic inference, based on Markov logic representation

Techniques 2022-12 awesome-chatgpt-prompts

might be a short-lived resource, but an interesting one

Tools Project Bumblebee

Pre-trained and transformer neural models in Elixir.

NeRFs nerfstudio

A tool for manipulating Neural Radiance Fields (NeRF) and rendering the scenes out as video

Speech Recognition Models whisper

a general purpose speech recognition model

Stable Diffusion Apps 2022-11 Draw Things

Pre-packaged app for iOS, downloads and allows re-use of .ckpt files.

DiffusionBee

Pre-packaged app for macOS (M1 and Intel)

Models 2022-12 Fast Stable Diffusion

Another tactic to accelerate inference

CoreML Stable Diffusion

Apple’s optimizations for CoreML

Tools dream-textures

A Blender plugin for texturing models based on a text description.

2022-11 imaginAIry

Works well on Apple Silicon, pure CLI interface to all SD models. Does not reuse .ckpt files, however, so requires separate disk cache.

2022-08 Stable Diffusion WebUI

Nearly always the best, bleeding edge WebUI for SD

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