This month, OpenAI announced their Codex app and my coworkers were asking questions. So I downloaded it, and as a test case for the GPT-5.2-Codex (high) model, I asked it to reimplement the UMAP algorithm in Rust. UMAP is a dimensionality reduction technique that can take in a high-dimensional matrix of data and simultaneously cluster and visualize data in lower dimensions. However, it is a very computationally-intensive algorithm and the only tool that can do it quickly is NVIDIA’s cuML which requires CUDA dependency hell. If I can create a UMAP package in Rust that’s superfast with minimal dependencies, that is an massive productivity gain for the type of work I do and can enable fun applications if fast enough.
Authors:Ryan Gibb, Patrick Ferris, David Allsopp, Thomas Gazagnaire, Anil Madhavapeddy
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Агентство напомнило, что Загреб рассматривает возможность законного импорта российской нефти морским путем для ее последующей транспортировки в Венгрию и Словакию. Оператор трубопровода Adria JANAF уже объявил о начале разгрузки груза нероссийской нефти для венгерского нефтеперерабатывающего завода MOL Group.。业内人士推荐同城约会作为进阶阅读
Daniel Larlham Jr.