Create Experiment for Experiment Manager

Plans and creates experiments in MATLAB Experiment Manager by analyzing user code or problem descriptions, determining the experiment type, and generating the appropriate experiment function, hyperparameter table, and experiment object.

When to Use

• User has a MATLAB script/function and wants to sweep parameters or hyperparameters
• User asks to create an experiment or compare configurations
• User describes a problem and wants to explore parameter space
• User wants to track outputs across different parameter combinations

When NOT to Use

• User is debugging an existing experiment or training failure
• User wants to run, resume, or view results of an existing experiment
• User already has a working Experiment Manager experiment set up
• User wants to edit experiment settings (hyperparameters, strategy, description) — direct them to make changes in the Experiment Manager app. However, editing the experiment function code (.m file) is allowed.
• User wants Bayesian optimization or random sampling strategy — direct them to configure from the Experiment Manager app