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