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# Computation times

11:49.608 total execution time for 17 files from all galleries:

Example | Time | Mem (MB)
--- | --- | ---
Comparing surrogate models (`..\examples\strategy-comparison.py`) | 03:07.876 | 0.0
Tuning a scikit-learn estimator with skopt (`..\examples\hyperparameter-optimization.py`) | 02:21.302 | 0.0
Scikit-learn hyperparameter search wrapper (`..\examples\sklearn-gridsearchcv-replacement.py`) | 01:33.880 | 0.0
Comparing initial point generation methods (`..\examples\sampler\sampling_comparison.py`) | 01:20.489 | 0.0
Visualizing optimization results (`..\examples\plots\visualizing-results.py`) | 01:18.777 | 0.0
Exploration vs exploitation (`..\examples\exploration-vs-exploitation.py`) | 00:46.614 | 0.0
Parallel optimization (`..\examples\parallel-optimization.py`) | 00:17.513 | 0.0
Partial Dependence Plots (`..\examples\plots\partial-dependence-plot.py`) | 00:14.903 | 0.0
Use different base estimators for optimization (`..\examples\optimizer-with-different-base-estimator.py`) | 00:13.506 | 0.0
Partial Dependence Plots with categorical values (`..\examples\plots\partial-dependence-plot-with-categorical.py`) | 00:08.190 | 0.0
Partial Dependence Plots 2D (`..\examples\plots\partial-dependence-plot-2D.py`) | 00:07.000 | 0.0
Comparing initial sampling methods (`..\examples\sampler\initial-sampling-method.py`) | 00:05.517 | 0.0
Comparing initial sampling methods on integer space (`..\examples\sampler\initial-sampling-method-integer.py`) | 00:05.355 | 0.0
Bayesian optimization with skopt (`..\examples\bayesian-optimization.py`) | 00:03.907 | 0.0
Interruptible optimization runs with checkpoints (`..\examples\interruptible-optimization.py`) | 00:01.988 | 0.0
Store and load skopt optimization results (`..\examples\store-and-load-results.py`) | 00:01.543 | 0.0
Async optimization Loop (`..\examples\ask-and-tell.py`) | 00:01.249 | 0.0