Computation timesΒΆ

08:29.376 total execution time for 10 files from auto_examples:

Example

Time

Mem (MB)

Comparing surrogate models (strategy-comparison.py)

03:07.876

0.0

Tuning a scikit-learn estimator with skopt (hyperparameter-optimization.py)

02:21.302

0.0

Scikit-learn hyperparameter search wrapper (sklearn-gridsearchcv-replacement.py)

01:33.880

0.0

Exploration vs exploitation (exploration-vs-exploitation.py)

00:46.614

0.0

Parallel optimization (parallel-optimization.py)

00:17.513

0.0

Use different base estimators for optimization (optimizer-with-different-base-estimator.py)

00:13.506

0.0

Bayesian optimization with skopt (bayesian-optimization.py)

00:03.907

0.0

Interruptible optimization runs with checkpoints (interruptible-optimization.py)

00:01.988

0.0

Store and load skopt optimization results (store-and-load-results.py)

00:01.543

0.0

Async optimization Loop (ask-and-tell.py)

00:01.249

0.0