Computation times#

06:38.951 total execution time for 6 files from auto_examples/data_ops:

Example

Time

Mem (MB)

Multiples tables: building machine learning pipelines with DataOps (1120_multiple_tables.py)

04:19.405

0.0

Tuning DataOps with Optuna (1131_optuna_choices.py)

01:03.567

0.0

Hyperparameter tuning with DataOps (1130_choices.py)

00:48.758

0.0

Subsampling for faster development (1140_subsampling.py)

00:13.803

0.0

Introduction to machine-learning pipelines with skrub DataOps (1110_data_ops_intro.py)

00:06.767

0.0

Use case: developing locally and deploying to production (1150_use_case.py)

00:06.650

0.0