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.

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.