illate-parity

illate-parity is a Python tool that compares two predictive models by scoring them with bootstrap confidence intervals and running a non-inferiority test to determine if a candidate model performs within an acceptable margin of the current one. It helps teams validate if cheaper or smaller models maintain performance before deployment, requiring only NumPy and no GPUs or API keys.