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MarioSieg/magnetron

A machine learning runtime written in C with a Python API, implementing tensors, autograd, operators, and execution engine from scratch.

magnetron
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Magnetron is a compact ML framework that reimplements core ML infrastructure including tensor system, autograd engine, operators, and execution model in C with a Python interface. It targets developers who want full control over execution and memory without the complexity of larger frameworks. Includes example implementations for running real models including Qwen3 and GPT-2 inference.

Frequently asked

What is MarioSieg/magnetron?
A machine learning runtime written in C with a Python API, implementing tensors, autograd, operators, and execution engine from scratch.
Is magnetron open source?
Yes — MarioSieg/magnetron is an open-source project tracked on heatdrop.
What language is magnetron written in?
MarioSieg/magnetron is primarily written in C.
How popular is magnetron?
MarioSieg/magnetron has 693 stars on GitHub.
Where can I find magnetron?
MarioSieg/magnetron is on GitHub at https://github.com/MarioSieg/magnetron.

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