Miscellaneous examples¶

Miscellaneous and introductory examples for scikit-optimize.

Parallel optimization¶

Store and load skopt optimization results¶

Interruptible optimization runs with checkpoints¶

Tuning a scikit-learn estimator with skopt¶

Async optimization Loop¶

Comparing surrogate models¶

Bayesian optimization with skopt¶

Scikit-learn hyperparameter search wrapper¶

Exploration vs exploitation¶

Use different base estimators for optimization¶

Initial sampling functions¶

Examples concerning theskopt.sampler module.

Comparing initial sampling methods¶

Comparing initial sampling methods on integer space¶

Comparing initial point generation methods¶

Plotting functions¶

Examples concerning theskopt.plots module.

Partial Dependence Plots¶

Partial Dependence Plots with categorical values¶

Visualizing optimization results¶

Partial Dependence Plots 2D¶

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