excalidraw-animate
reductive
excalidraw-animate | reductive | |
---|---|---|
3 | 1 | |
1,177 | 6 | |
- | - | |
4.1 | 0.0 | |
3 months ago | over 2 years ago | |
TypeScript | Rust | |
MIT License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
excalidraw-animate
- FLaNK Stack Weekly 28 August 2023
-
Reconstructing one-line drawings with a pen plotter
You might find excalidraw-animate[0] easier for that.
[0]https://github.com/dai-shi/excalidraw-animate
- Compressing high-dimensional vectors by 97%
reductive
-
Compressing high-dimensional vectors by 97%
Nice article that explains product quantization very well!
PQ is really a nice compression technique. I implemented PQ and Optimized PQ [1] a while back in our word embedding package for Rust:
https://github.com/finalfusion/finalfusion-rust/
https://github.com/finalfusion/reductive/
Particularly Optimized PQ was effective in reducing vector sizes ~10 times with virtually no reconstruction loss. This made it much easier to ship models (no more 3GB embedding matrix with a neural net that is just a few megabytes large).
[1] http://kaiminghe.com/publications/pami13opq.pdf
What are some alternatives?
excalidraw - Virtual whiteboard for sketching hand-drawn like diagrams
finalfusion-rust - finalfusion embeddings in Rust
FaceFusion - Next generation face swapper and enhancer
prettymapp - 🖼️ Create beautiful maps from OpenStreetMap data in a streamlit webapp
opencopilot - 🕊️ Build and embed open-source AI Copilots into your product with ease
FLaNK-Halifax - Community over Code, Apache NiFi, Apache Kafka, Apache Flink, Python, GTFS, Transit, Open Source, Open Data
seamless_communication - Foundational Models for State-of-the-Art Speech and Text Translation
oil - Oils is our upgrade path from bash to a better language and runtime. It's also for Python and JavaScript users who avoid shell!
prompt2model - prompt2model - Generate Deployable Models from Natural Language Instructions
shell-ai - LangChain powered shell command generator and runner CLI
trulens - Evaluation and Tracking for LLM Experiments