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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.

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曾经依靠单一捕捞的澳角村,如今向海而兴,发展起海洋捕捞、海水养殖、海产品加工、海鲜电商和乡村旅游五大主导产业,碧海银滩变成了老百姓的“金山银山”。,更多细节参见WPS官方版本下载

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IBM models had supported all kinds of external devices, there was a lot of

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