Notebook timings

Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2026-06-03 09:40

cache

8.51

✅

python_scripts/01_tabular_data_exploration_ex_01

2026-06-03 09:40

cache

1.02

✅

python_scripts/01_tabular_data_exploration_sol_01

2026-06-03 09:40

cache

4.03

✅

python_scripts/02_numerical_pipeline_cross_validation

2026-06-03 09:40

cache

2.39

✅

python_scripts/02_numerical_pipeline_ex_00

2026-06-03 09:40

cache

1.83

✅

python_scripts/02_numerical_pipeline_ex_01

2026-06-03 09:40

cache

1.97

✅

python_scripts/02_numerical_pipeline_hands_on

2026-06-03 09:40

cache

2.05

✅

python_scripts/02_numerical_pipeline_introduction

2026-06-03 09:40

cache

5.21

✅

python_scripts/02_numerical_pipeline_scaling

2026-06-03 09:40

cache

3.22

✅

python_scripts/02_numerical_pipeline_sol_00

2026-06-03 09:40

cache

5.72

✅

python_scripts/02_numerical_pipeline_sol_01

2026-06-03 09:40

cache

1.82

✅

python_scripts/03_categorical_pipeline

2026-06-03 09:40

cache

3.05

✅

python_scripts/03_categorical_pipeline_column_transformer

2026-06-03 09:40

cache

4.46

✅

python_scripts/03_categorical_pipeline_ex_01

2026-06-03 09:41

cache

1.84

✅

python_scripts/03_categorical_pipeline_ex_02

2026-06-03 09:41

cache

6.05

✅

python_scripts/03_categorical_pipeline_sol_01

2026-06-03 09:41

cache

4.5

✅

python_scripts/03_categorical_pipeline_sol_02

2026-06-03 09:41

cache

26.89

✅

python_scripts/03_categorical_pipeline_visualization

2026-06-03 09:41

cache

2.12

✅

python_scripts/clustering_ex_01

2026-06-03 09:41

cache

5.92

✅

python_scripts/clustering_ex_02

2026-06-03 09:41

cache

1.35

✅

python_scripts/clustering_hdbscan

2026-06-03 09:41

cache

9.41

✅

python_scripts/clustering_kmeans

2026-06-03 09:42

cache

17.41

✅

python_scripts/clustering_sol_01

2026-06-03 09:42

cache

22.24

✅

python_scripts/clustering_sol_02

2026-06-03 09:42

cache

2.64

✅

python_scripts/clustering_supervised_metrics

2026-06-03 09:42

cache

16.09

✅

python_scripts/clustering_transformer

2026-06-03 09:43

cache

34.39

✅

python_scripts/cross_validation_baseline

2026-06-03 09:43

cache

8.98

✅

python_scripts/cross_validation_ex_01

2026-06-03 09:43

cache

1.14

✅

python_scripts/cross_validation_ex_02

2026-06-03 09:43

cache

1.21

✅

python_scripts/cross_validation_grouping

2026-06-03 09:43

cache

6.78

✅

python_scripts/cross_validation_learning_curve

2026-06-03 09:44

cache

13.07

✅

python_scripts/cross_validation_nested

2026-06-03 09:44

cache

21.4

✅

python_scripts/cross_validation_sol_01

2026-06-03 09:44

cache

10.77

✅

python_scripts/cross_validation_sol_02

2026-06-03 09:44

cache

7.58

✅

python_scripts/cross_validation_stratification

2026-06-03 09:44

cache

3.29

✅

python_scripts/cross_validation_time

2026-06-03 09:44

cache

6.24

✅

python_scripts/cross_validation_train_test

2026-06-03 09:45

cache

10.82

✅

python_scripts/cross_validation_validation_curve

2026-06-03 09:45

cache

19.46

✅

python_scripts/datasets_adult_census

2026-06-03 09:45

cache

2.92

✅

python_scripts/datasets_ames_housing

2026-06-03 09:45

cache

9.59

✅

python_scripts/datasets_bike_rides

2026-06-03 09:45

cache

8.95

✅

python_scripts/datasets_blood_transfusion

2026-06-03 09:45

cache

5.95

✅

python_scripts/datasets_california_housing

2026-06-03 09:46

cache

15.65

✅

python_scripts/dev_features_importance

2026-06-03 09:47

cache

56.38

✅

python_scripts/ensemble_adaboost

2026-06-03 09:47

cache

3.59

✅

python_scripts/ensemble_bagging

2026-06-03 09:47

cache

5.35

✅

python_scripts/ensemble_ex_01

2026-06-03 09:47

cache

1.74

✅

python_scripts/ensemble_ex_02

2026-06-03 09:47

cache

1.85

✅

python_scripts/ensemble_ex_03

2026-06-03 09:47

cache

1.96

✅

python_scripts/ensemble_ex_04

2026-06-03 09:47

cache

1.86

✅

python_scripts/ensemble_gradient_boosting

2026-06-03 09:48

cache

66.3

✅

python_scripts/ensemble_hist_gradient_boosting

2026-06-03 09:49

cache

63.19

✅

python_scripts/ensemble_hyperparameters

2026-06-03 09:51

cache

92.4

✅

python_scripts/ensemble_introduction

2026-06-03 09:51

cache

24.04

✅

python_scripts/ensemble_random_forest

2026-06-03 09:51

cache

22.08

✅

python_scripts/ensemble_sol_01

2026-06-03 09:52

cache

27.0

✅

python_scripts/ensemble_sol_02

2026-06-03 09:52

cache

2.55

✅

python_scripts/ensemble_sol_03

2026-06-03 09:53

cache

92.88

✅

python_scripts/ensemble_sol_04

2026-06-03 09:54

cache

57.34

✅

python_scripts/feature_selection_ex_01

2026-06-03 09:54

cache

1.65

✅

python_scripts/feature_selection_introduction

2026-06-03 09:55

cache

13.1

✅

python_scripts/feature_selection_limitation_model

2026-06-03 09:55

cache

45.99

✅

python_scripts/feature_selection_sol_01

2026-06-03 09:55

cache

6.62

✅

python_scripts/linear_models_ex_01

2026-06-03 09:55

cache

1.33

✅

python_scripts/linear_models_ex_02

2026-06-03 09:56

cache

1.18

✅

python_scripts/linear_models_ex_03

2026-06-03 09:56

cache

1.34

✅

python_scripts/linear_models_ex_04

2026-06-03 09:56

cache

2.31

✅

python_scripts/linear_models_feature_engineering_classification

2026-06-03 09:56

cache

7.22

✅

python_scripts/linear_models_regularization

2026-06-03 09:56

cache

8.66

✅

python_scripts/linear_models_sol_01

2026-06-03 09:56

cache

2.22

✅

python_scripts/linear_models_sol_02

2026-06-03 09:56

cache

6.5

✅

python_scripts/linear_models_sol_03

2026-06-03 09:56

cache

15.5

✅

python_scripts/linear_models_sol_04

2026-06-03 09:56

cache

5.61

✅

python_scripts/linear_regression_in_sklearn

2026-06-03 09:56

cache

2.2

✅

python_scripts/linear_regression_non_linear_link

2026-06-03 09:56

cache

3.42

✅

python_scripts/linear_regression_without_sklearn

2026-06-03 09:56

cache

2.92

✅

python_scripts/logistic_regression

2026-06-03 09:57

cache

3.03

✅

python_scripts/metrics_classification

2026-06-03 09:57

cache

3.27

✅

python_scripts/metrics_ex_01

2026-06-03 09:57

cache

1.77

✅

python_scripts/metrics_ex_02

2026-06-03 09:57

cache

1.33

✅

python_scripts/metrics_regression

2026-06-03 09:57

cache

2.68

✅

python_scripts/metrics_sol_01

2026-06-03 09:57

cache

2.44

✅

python_scripts/metrics_sol_02

2026-06-03 09:57

cache

8.03

✅

python_scripts/parameter_tuning_ex_02

2026-06-03 09:57

cache

1.95

✅

python_scripts/parameter_tuning_ex_03

2026-06-03 09:57

cache

1.86

✅

python_scripts/parameter_tuning_grid_search

2026-06-03 09:57

cache

10.7

✅

python_scripts/parameter_tuning_manual

2026-06-03 09:57

cache

4.59

✅

python_scripts/parameter_tuning_nested

2026-06-03 09:58

cache

25.03

✅

python_scripts/parameter_tuning_parallel_plot

2026-06-03 09:58

cache

2.93

✅

python_scripts/parameter_tuning_randomized_search

2026-06-03 09:58

cache

31.34

✅

python_scripts/parameter_tuning_sol_02

2026-06-03 09:58

cache

6.22

✅

python_scripts/parameter_tuning_sol_03

2026-06-03 09:59

cache

19.4

✅

python_scripts/trees_classification

2026-06-03 09:59

cache

2.79

✅

python_scripts/trees_dataset

2026-06-03 09:59

cache

3.09

✅

python_scripts/trees_ex_01

2026-06-03 09:59

cache

1.85

✅

python_scripts/trees_ex_02

2026-06-03 09:59

cache

1.35

✅

python_scripts/trees_hyperparameters

2026-06-03 09:59

cache

5.45

✅

python_scripts/trees_regression

2026-06-03 09:59

cache

3.33

✅

python_scripts/trees_sol_01

2026-06-03 09:59

cache

2.92

✅

python_scripts/trees_sol_02

2026-06-03 09:59

cache

2.58

✅