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Prototype2025

OpenNeural

A local-first, no-code desktop app for training and exporting real models without sending data anywhere.

ElectronFastAPIReactscikit-learnXGBoostONNX

The question

How much of an ML workflow can you give someone who has never opened a terminal?

How it works

IMPORTcsv, parquet, sqlite01CLEANguided transforms02TRAINsklearn, xgboost03TUNEoptuna sweeps04EXPORTonnx artifact05

Where the time went

effort
  • Data cleaning UX45%
  • Training orchestration30%
  • Packaging and export25%

How it progressed

relative momentum over the build

What I found

Most of it. The blocker is not modelling, it is that data cleaning has no good no-code metaphor yet.

Next experiment

Shell Command Model

$./next-step

Most of these started as a question I could not answer by reading.

Send me a hard one.