Ictonyx

Iteration Comparison Testing Over N-runs: Yield eXamination

Ictonyx trains your model N times under statistically independent seeds, collects the full distribution of outcomes, and applies rigorous non-parametric statistics to reason about performance distributions — rather than treating a single training run as a measurement.