Optuna, Ray Tune, Hyperopt and scikit-optimize

Hyperparameter optimisation libraries using smart search strategies.

Intermediate

import optuna
study = optuna.create_study(direction="maximize")
study.optimize(lambda t: score(lr=t.suggest_float("lr", 1e-5, 1e-1, log=True)), n_trials=50)

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