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Examples¶

Miscellaneous examples¶

Miscellaneous and introductory examples for scikit-optimize.

../_images/sphx_glr_parallel-optimization_thumb.png

Parallel optimization¶

../_images/sphx_glr_hyperparameter-optimization_thumb.png

Tuning a scikit-learn estimator with skopt¶

../_images/sphx_glr_store-and-load-results_thumb.png

Store and load skopt optimization results¶

../_images/sphx_glr_strategy-comparison_thumb.png

Comparing surrogate models¶

../_images/sphx_glr_interruptible-optimization_thumb.png

Interruptible optimization runs with checkpoints¶

../_images/sphx_glr_ask-and-tell_thumb.png

Async optimization Loop¶

../_images/sphx_glr_sklearn-gridsearchcv-replacement_thumb.png

Scikit-learn hyperparameter search wrapper¶

../_images/sphx_glr_exploration-vs-exploitation_thumb.png

Exploration vs exploitation¶

../_images/sphx_glr_bayesian-optimization_thumb.png

Bayesian optimization with skopt¶

../_images/sphx_glr_optimizer-with-different-base-estimator_thumb.png

Use different base estimators for optimization¶

Plotting functions¶

Examples concerning the skopt.plots module.

../_images/sphx_glr_partial-dependence-plot_thumb.png

Partial Dependence Plots¶

../_images/sphx_glr_partial-dependence-plot-with-categorical_thumb.png

Partial Dependence Plots with categorical values¶

../_images/sphx_glr_visualizing-results_thumb.png

Visualizing optimization results¶

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