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Examples¶

Miscellaneous examples¶

Miscellaneous and introductory examples for scikit-optimize.

Parallel optimization — Parallel optimization¶

Store and load `skopt` optimization results — Store and load skopt optimization results¶

Interruptible optimization runs with checkpoints — Interruptible optimization runs with checkpoints¶

Tuning a scikit-learn estimator with `skopt` — Tuning a scikit-learn estimator with skopt¶

Async optimization Loop — Async optimization Loop¶

Comparing surrogate models — Comparing surrogate models¶

Bayesian optimization with `skopt` — Bayesian optimization with skopt¶

Scikit-learn hyperparameter search wrapper — Scikit-learn hyperparameter search wrapper¶

Exploration vs exploitation — Exploration vs exploitation¶

Use different base estimators for optimization — Use different base estimators for optimization¶

Initial sampling functions¶

Examples concerning the skopt.sampler module.

Comparing initial sampling methods — Comparing initial sampling methods¶

Comparing initial sampling methods on integer space — Comparing initial sampling methods on integer space¶

Comparing initial point generation methods — Comparing initial point generation methods¶

Plotting functions¶

Examples concerning the skopt.plots module.

Partial Dependence Plots — Partial Dependence Plots¶

Partial Dependence Plots with categorical values — Partial Dependence Plots with categorical values¶

Visualizing optimization results — Visualizing optimization results¶

Partial Dependence Plots 2D — Partial Dependence Plots 2D¶

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