Tuning and racing

Reference for the experimental racing implementation. Begin with the tuning guide for a workflow rather than importing implementation helpers.

Experimental API

This surface can change incompatibly in a minor release. See the stability policy.

Tuning guide · Parameter spaces

RacingTuner

Racing tuner for algorithm configuration.

_check_convergence()

Check if best score has stagnated for convergence_window stages.

_get_current_best_score(configs)

Get the current best aggregated score among alive configs.