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Created Yibelang (Y-ibe) — machine learning in plain English

A developer created Yibelang (Y-ibe), a tiny programming language that lets users write machine learning code in plain English sentences. The tool translates these sentences into real Python code using pandas and scikit-learn, runs locally, and ensures data never leaves the user's computer. It is 100% deterministic with no AI, API keys, or network calls required.

read1 min views1 publishedJul 17, 2026

No syntax. No setup headaches. No cloud. Your data never leaves your computer.

yibelang is a tiny programming language where you write machine learning as ordinary English sentences, one per line. The yibe tool translates your sentences into real Python (pandas + scikit-learn) and runs it locally. It is 100% deterministic — no AI, no API keys, no network calls, same input → same output, forever.

Contributing

The perfect first contribution is one new sentence: a regex template + an AST node + its codegen + six tests + a doc example. See CONTRIBUTING.md. Feature ideas go through YEPs (Y-ibe Enhancement Proposals) — open an issue.

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