CatalyzeX
Explore ML papers with code anywhere online!
CatalyzeX launched on July 7, 2020 with 89 votes, #482 of 4,305 launches that month and more than 75% of that year's launches. The site was still online in September 2026, 6 years on.
What it does
CatalyzeX automatically finds and shows code implementations for machine learning research papers with code directly on Google, Arxiv, Scholar, Twitter, and many other sites. It adds links to open-source code so you can dive right into it and start building.
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As a grad student (and an ADHDer), I had trouble doing literature review systematically. To combat this, I made a website that finds similar papers using the meaning of the thing I am looking for. I used MixedBread's [^1] embedding model to generate vectors from the abstracts. I store and search similar vectors using Milvus [^2] and finally use Gradio [^3] to serve the frontend. I update the vector database weekly by pulling the metadata dataset from Kaggle [^4]. To speed up the search process on my free oracle instance, I binarise the embeddings and use Hamming distance as a metric. I would…
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ArXivTok2025 · arxivtok.vercel.app · ▲105I made this, and it's fully open source so if someone wants to contribute here you have the url: https://github.com/Miguel07Alm/arxivtok. For this project I was inspired by https://wikitok.vercel.app.
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