Konjugate On-Ramp - Episode 4: Parameter Tuning

Episode 4 of Konjugate On-Ramp, continuing from episode 3's live-parameter run.

Instead of nudging a parameter by hand, we let Konjugate find it automatically. Starting from a deliberately wrong guess for a cooling rate, we mark it Tunable, load a CSV of measured room temperatures, and run a real optimizer against the actual simulator until the guess converges on the value the data was generated from.

Konjugate is a free, open-source tool for modeling dynamic systems as graphs: https://www.konjugate.com

Previous episode: running a model online and adjusting a live parameter mid-simulation. Next episode: not knowing the equation at all, and letting a CSV suggest one from scratch.

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