Lenia
Running Neural Celluar Auotmata on the web
Demo
Built with SvelteNeural Celluar Automata project with inspiration from original lenia paper and a series of discussion on self-organising systems on distll.pub. The original lenia implementation was not fully differentiable and often did not lead to interesting patterns. I've made a few adjustments to address these problems. Initial implementation was written in JAX. The web version was made using tensorflow.js and SvelteKit.
ArXiv Vectors
A sane way to search papers on ArXiv
Demo
Built with SvelteFrankly, there are a lot of CS/ML papers on arXiv. Perhaps too much. There are projects such as arXiv sanity which tries to alleviate this issue, but with arrivial of vector databases and high-quality LLM embeddings, I thought it'd be fun to quickly build a search engine for arXiv papers. Suprisingly it only costs $6 to embed all CS/ML abstracts from arXiv using OpenAI embedding service. I've used pinecone for vector database, Svelte for building the application, and fly.io for hosting.
Animefaces
Samples from Stylegan implementation
Datasets
Animefaces 2MA personal project and playground to benchmark latest development in image generation. I maintain a dataset for image generation with a focus on anime illustration and video synthesis illustration dataset, courtesy of Gwern, LAION, and Kaggle. I provide a clean, hackable, and performant open-source implementation of image generation models. Both in pytorch and JAX. I also write a technical blog on my progress and interest. I have a minimal/hackable Stylegan, ViT-VQGAN, Waifu2x, Real-ESRGAN implementations in JAX. I also maintain it's pytorch counterparts. I plan to release the code and additional datasets in the future.