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.
這部影集尚未在日本和韓國正式播出，但熱心的語言愛好者已將主演哈德森·威廉斯（Hudson Williams）和康納·斯托里（Connor Storrie） 的無數訪談翻譯成韓文。。关于这个话题，heLLoword翻译官方下载提供了深入分析
▲ Surface Laptop。业内人士推荐WPS下载最新地址作为进阶阅读
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