Notebook timings

Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2026-08-14 14:11

cache

8.47

✅

python_scripts/01_tabular_data_exploration_ex_01

2026-08-14 14:11

cache

0.96

✅

python_scripts/01_tabular_data_exploration_sol_01

2026-08-14 14:11

cache

3.92

✅

python_scripts/02_numerical_pipeline_cross_validation

2026-08-14 14:11

cache

2.71

✅

python_scripts/02_numerical_pipeline_ex_00

2026-08-14 14:11

cache

2.21

✅

python_scripts/02_numerical_pipeline_ex_01

2026-08-14 14:11

cache

2.37

✅

python_scripts/02_numerical_pipeline_hands_on

2026-08-14 14:11

cache

2.62

✅

python_scripts/02_numerical_pipeline_introduction

2026-08-14 14:11

cache

3.87

✅

python_scripts/02_numerical_pipeline_scaling

2026-08-14 14:11

cache

3.58

✅

python_scripts/02_numerical_pipeline_sol_00

2026-08-14 14:11

cache

4.18

✅

python_scripts/02_numerical_pipeline_sol_01

2026-08-14 14:12

cache

2.11

✅

python_scripts/03_categorical_pipeline

2026-08-14 14:12

cache

3.4

✅

python_scripts/03_categorical_pipeline_column_transformer

2026-08-14 14:12

cache

4.71

✅

python_scripts/03_categorical_pipeline_ex_01

2026-08-14 14:12

cache

2.32

✅

python_scripts/03_categorical_pipeline_ex_02

2026-08-14 14:12

cache

5.82

✅

python_scripts/03_categorical_pipeline_sol_01

2026-08-14 14:12

cache

4.24

✅

python_scripts/03_categorical_pipeline_sol_02

2026-08-14 14:12

cache

27.3

✅

python_scripts/03_categorical_pipeline_visualization

2026-08-14 14:12

cache

2.35

✅

python_scripts/clustering_ex_01

2026-08-14 14:12

cache

3.27

✅

python_scripts/clustering_ex_02

2026-08-14 14:12

cache

1.13

✅

python_scripts/clustering_hdbscan

2026-08-14 14:13

cache

8.87

✅

python_scripts/clustering_kmeans

2026-08-14 14:13

cache

11.5

✅

python_scripts/clustering_sol_01

2026-08-14 14:13

cache

14.99

✅

python_scripts/clustering_sol_02

2026-08-14 14:13

cache

3.21

✅

python_scripts/clustering_supervised_metrics

2026-08-14 14:13

cache

13.55

✅

python_scripts/clustering_transformer

2026-08-14 14:14

cache

34.3

✅

python_scripts/cross_validation_baseline

2026-08-14 14:14

cache

9.49

✅

python_scripts/cross_validation_ex_01

2026-08-14 14:14

cache

1.1

✅

python_scripts/cross_validation_ex_02

2026-08-14 14:14

cache

1.11

✅

python_scripts/cross_validation_grouping

2026-08-14 14:14

cache

8.26

✅

python_scripts/cross_validation_learning_curve

2026-08-14 14:14

cache

13.78

✅

python_scripts/cross_validation_nested

2026-08-14 14:15

cache

22.33

✅

python_scripts/cross_validation_sol_01

2026-08-14 14:15

cache

10.75

✅

python_scripts/cross_validation_sol_02

2026-08-14 14:15

cache

7.69

✅

python_scripts/cross_validation_stratification

2026-08-14 14:15

cache

3.44

✅

python_scripts/cross_validation_time

2026-08-14 14:15

cache

6.87

✅

python_scripts/cross_validation_train_test

2026-08-14 14:16

cache

11.09

✅

python_scripts/cross_validation_validation_curve

2026-08-14 14:16

cache

20.11

✅

python_scripts/datasets_adult_census

2026-08-14 14:16

cache

3.08

✅

python_scripts/datasets_ames_housing

2026-08-14 14:16

cache

8.38

✅

python_scripts/datasets_bike_rides

2026-08-14 14:16

cache

6.12

✅

python_scripts/datasets_blood_transfusion

2026-08-14 14:16

cache

4.36

✅

python_scripts/datasets_california_housing

2026-08-14 14:16

cache

11.87

✅

python_scripts/dev_features_importance

2026-08-14 14:17

cache

57.07

✅

python_scripts/dimred_components

2026-08-14 14:17

cache

5.37

✅

python_scripts/dimred_ex_01

2026-08-14 14:18

cache

3.03

✅

python_scripts/dimred_intuitions

2026-08-14 14:18

cache

3.81

✅

python_scripts/dimred_preprocessing

2026-08-14 14:18

cache

5.07

✅

python_scripts/dimred_sol_01

2026-08-14 14:18

cache

17.06

✅

python_scripts/dimred_text

2026-08-14 14:18

cache

17.14

✅

python_scripts/ensemble_adaboost

2026-08-14 14:18

cache

3.33

✅

python_scripts/ensemble_bagging

2026-08-14 14:18

cache

4.72

✅

python_scripts/ensemble_ex_01

2026-08-14 14:18

cache

1.95

✅

python_scripts/ensemble_ex_02

2026-08-14 14:18

cache

1.85

✅

python_scripts/ensemble_ex_03

2026-08-14 14:18

cache

2.16

✅

python_scripts/ensemble_ex_04

2026-08-14 14:19

cache

1.93

✅

python_scripts/ensemble_gradient_boosting

2026-08-14 14:20

cache

67.58

✅

python_scripts/ensemble_hist_gradient_boosting

2026-08-14 14:21

cache

68.65

✅

python_scripts/ensemble_hyperparameters

2026-08-14 14:22

cache

89.31

✅

python_scripts/ensemble_introduction

2026-08-14 14:23

cache

24.79

✅

python_scripts/ensemble_random_forest

2026-08-14 14:23

cache

22.46

✅

python_scripts/ensemble_sol_01

2026-08-14 14:23

cache

22.03

✅

python_scripts/ensemble_sol_02

2026-08-14 14:23

cache

2.76

✅

python_scripts/ensemble_sol_03

2026-08-14 14:25

cache

99.14

✅

python_scripts/ensemble_sol_04

2026-08-14 14:26

cache

50.27

✅

python_scripts/feature_selection_ex_01

2026-08-14 14:26

cache

2.09

✅

python_scripts/feature_selection_introduction

2026-08-14 14:26

cache

13.49

✅

python_scripts/feature_selection_limitation_model

2026-08-14 14:27

cache

47.54

✅

python_scripts/feature_selection_sol_01

2026-08-14 14:27

cache

7.36

✅

python_scripts/linear_models_ex_01

2026-08-14 14:27

cache

1.21

✅

python_scripts/linear_models_ex_02

2026-08-14 14:27

cache

1.15

✅

python_scripts/linear_models_ex_03

2026-08-14 14:27

cache

1.27

✅

python_scripts/linear_models_ex_04

2026-08-14 14:27

cache

2.74

✅

python_scripts/linear_models_feature_engineering_classification

2026-08-14 14:27

cache

6.91

✅

python_scripts/linear_models_regularization

2026-08-14 14:28

cache

9.45

✅

python_scripts/linear_models_sol_01

2026-08-14 14:28

cache

2.65

✅

python_scripts/linear_models_sol_02

2026-08-14 14:28

cache

6.94

✅

python_scripts/linear_models_sol_03

2026-08-14 14:28

cache

15.78

✅

python_scripts/linear_models_sol_04

2026-08-14 14:28

cache

5.99

✅

python_scripts/linear_regression_in_sklearn

2026-08-14 14:28

cache

2.81

✅

python_scripts/linear_regression_non_linear_link

2026-08-14 14:28

cache

3.82

✅

python_scripts/linear_regression_without_sklearn

2026-08-14 14:28

cache

3.15

✅

python_scripts/logistic_regression

2026-08-14 14:28

cache

3.61

✅

python_scripts/metrics_classification

2026-08-14 14:28

cache

3.73

✅

python_scripts/metrics_ex_01

2026-08-14 14:28

cache

2.16

✅

python_scripts/metrics_ex_02

2026-08-14 14:28

cache

1.07

✅

python_scripts/metrics_regression

2026-08-14 14:28

cache

3.02

✅

python_scripts/metrics_sol_01

2026-08-14 14:29

cache

2.94

✅

python_scripts/metrics_sol_02

2026-08-14 14:29

cache

4.79

✅

python_scripts/parameter_tuning_ex_02

2026-08-14 14:29

cache

2.25

✅

python_scripts/parameter_tuning_ex_03

2026-08-14 14:29

cache

1.99

✅

python_scripts/parameter_tuning_grid_search

2026-08-14 14:29

cache

10.54

✅

python_scripts/parameter_tuning_manual

2026-08-14 14:29

cache

4.21

✅

python_scripts/parameter_tuning_nested

2026-08-14 14:29

cache

22.54

✅

python_scripts/parameter_tuning_parallel_plot

2026-08-14 14:29

cache

3.36

✅

python_scripts/parameter_tuning_randomized_search

2026-08-14 14:30

cache

26.08

✅

python_scripts/parameter_tuning_sol_02

2026-08-14 14:30

cache

5.84

✅

python_scripts/parameter_tuning_sol_03

2026-08-14 14:30

cache

19.68

✅

python_scripts/trees_classification

2026-08-14 14:30

cache

3.34

✅

python_scripts/trees_dataset

2026-08-14 14:30

cache

2.97

✅

python_scripts/trees_ex_01

2026-08-14 14:30

cache

1.94

✅

python_scripts/trees_ex_02

2026-08-14 14:30

cache

1.16

✅

python_scripts/trees_hyperparameters

2026-08-14 14:30

cache

5.84

✅

python_scripts/trees_regression

2026-08-14 14:31

cache

3.5

✅

python_scripts/trees_sol_01

2026-08-14 14:31

cache

3.49

✅

python_scripts/trees_sol_02

2026-08-14 14:31

cache

2.82

✅