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It seems Microsoft has another ML library[1] for MCU.

[1]: Embedded Learning Library, https://github.com/Microsoft/ELL

Embedded learning library is good. But, this project aims to integrate with tensorflow. If you need run machine learning on MCU, these could be your choices.

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