# Write NumPy code the way you're used to, then run it on GPUs and TPUs. Automatic differentiation and package...

> Full text available in Russian

**Published:** October 30, 2026
**Author:** GitHub Разработчика
**Source:** GitHub Разработчика
**Language:** ru-RU
**HTML:** https://aiqazaqstan.com/en/articles/pishite-kod-na-numpy-privychnym-sposobom-a-zatem-zapuskayte-ego-na-gpu-i

Write NumPy code the way you're used to, then run it on GPUs and TPUs. Automatic differentiation and batch processing of data will be performed without additional effort on your part. - Automatically calculate derivatives of common Python and NumPy functions. -...

> From the original source: **GitHub Разработчика**
> [Read full article at GitHub Разработчика](https://t.me/git_developer/2005)

**Tags:** #GPU & Суперкомпьютеры

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