Rui CarmoThat 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 |