Notebook timings

Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2026-09-02 07:27

cache

6.98

✅

python_scripts/01_tabular_data_exploration_ex_01

2026-09-02 07:27

cache

0.64

✅

python_scripts/01_tabular_data_exploration_sol_01

2026-09-02 07:27

cache

3.5

✅

python_scripts/02_numerical_pipeline_cross_validation

2026-09-02 07:27

cache

2.32

✅

python_scripts/02_numerical_pipeline_ex_00

2026-09-02 07:27

cache

1.89

✅

python_scripts/02_numerical_pipeline_ex_01

2026-09-02 07:27

cache

1.87

✅

python_scripts/02_numerical_pipeline_hands_on

2026-09-02 07:27

cache

5.02

✅

python_scripts/02_numerical_pipeline_introduction

2026-09-02 07:27

cache

3.51

✅

python_scripts/02_numerical_pipeline_scaling

2026-09-02 07:27

cache

3.27

✅

python_scripts/02_numerical_pipeline_sol_00

2026-09-02 07:27

cache

3.94

✅

python_scripts/02_numerical_pipeline_sol_01

2026-09-02 07:27

cache

1.95

✅

python_scripts/03_categorical_pipeline

2026-09-02 07:27

cache

3.11

✅

python_scripts/03_categorical_pipeline_column_transformer

2026-09-02 07:28

cache

4.29

✅

python_scripts/03_categorical_pipeline_ex_01

2026-09-02 07:28

cache

1.94

✅

python_scripts/03_categorical_pipeline_ex_02

2026-09-02 07:28

cache

5.47

✅

python_scripts/03_categorical_pipeline_sol_01

2026-09-02 07:28

cache

4.13

✅

python_scripts/03_categorical_pipeline_sol_02

2026-09-02 07:28

cache

25.05

✅

python_scripts/03_categorical_pipeline_visualization

2026-09-02 07:28

cache

2.16

✅

python_scripts/clustering_ex_01

2026-09-02 07:28

cache

3.15

✅

python_scripts/clustering_ex_02

2026-09-02 07:28

cache

0.95

✅

python_scripts/clustering_hdbscan

2026-09-02 08:23

cache

6.34

❌

python_scripts/clustering_kmeans

2026-09-02 07:29

cache

11.67

✅

python_scripts/clustering_sol_01

2026-09-02 07:29

cache

15.51

✅

python_scripts/clustering_sol_02

2026-09-02 07:29

cache

2.68

✅

python_scripts/clustering_supervised_metrics

2026-09-02 07:29

cache

13.62

✅

python_scripts/clustering_transformer

2026-09-02 08:23

cache

2.57

❌

python_scripts/cross_validation_baseline

2026-09-02 07:29

cache

9.06

✅

python_scripts/cross_validation_ex_01

2026-09-02 07:29

cache

0.97

✅

python_scripts/cross_validation_ex_02

2026-09-02 07:29

cache

0.93

✅

python_scripts/cross_validation_grouping

2026-09-02 07:29

cache

7.98

✅

python_scripts/cross_validation_learning_curve

2026-09-02 07:30

cache

13.2

✅

python_scripts/cross_validation_nested

2026-09-02 07:30

cache

21.39

✅

python_scripts/cross_validation_sol_01

2026-09-02 07:30

cache

10.94

✅

python_scripts/cross_validation_sol_02

2026-09-02 07:30

cache

7.74

✅

python_scripts/cross_validation_stratification

2026-09-02 07:30

cache

3.6

✅

python_scripts/cross_validation_time

2026-09-02 07:31

cache

6.8

✅

python_scripts/cross_validation_train_test

2026-09-02 07:31

cache

10.58

✅

python_scripts/cross_validation_validation_curve

2026-09-02 07:31

cache

19.12

✅

python_scripts/datasets_adult_census

2026-09-02 07:31

cache

2.91

✅

python_scripts/datasets_ames_housing

2026-09-02 07:31

cache

8.59

✅

python_scripts/datasets_bike_rides

2026-09-02 07:31

cache

6.33

✅

python_scripts/datasets_blood_transfusion

2026-09-02 07:31

cache

4.45

✅

python_scripts/datasets_california_housing

2026-09-02 07:32

cache

12.27

✅

python_scripts/dev_features_importance

2026-09-02 07:33

cache

52.37

✅

python_scripts/dimred_components

2026-09-02 07:33

cache

5.38

✅

python_scripts/dimred_ex_01

2026-09-02 07:33

cache

2.64

✅

python_scripts/dimred_intuitions

2026-09-02 07:33

cache

3.39

✅

python_scripts/dimred_preprocessing

2026-09-02 07:33

cache

4.89

✅

python_scripts/dimred_sol_01

2026-09-02 07:33

cache

16.4

✅

python_scripts/dimred_text

2026-09-02 07:33

cache

16.46

✅

python_scripts/ensemble_adaboost

2026-09-02 07:33

cache

3.44

✅

python_scripts/ensemble_bagging

2026-09-02 07:33

cache

4.95

✅

python_scripts/ensemble_ex_01

2026-09-02 07:34

cache

1.81

✅

python_scripts/ensemble_ex_02

2026-09-02 07:34

cache

1.82

✅

python_scripts/ensemble_ex_03

2026-09-02 07:34

cache

1.82

✅

python_scripts/ensemble_ex_04

2026-09-02 07:34

cache

1.83

✅

python_scripts/ensemble_gradient_boosting

2026-09-02 07:35

cache

62.67

✅

python_scripts/ensemble_hist_gradient_boosting

2026-09-02 07:36

cache

74.83

✅

python_scripts/ensemble_hyperparameters

2026-09-02 07:37

cache

83.62

✅

python_scripts/ensemble_introduction

2026-09-02 07:38

cache

23.27

✅

python_scripts/ensemble_random_forest

2026-09-02 07:38

cache

21.94

✅

python_scripts/ensemble_sol_01

2026-09-02 07:38

cache

18.88

✅

python_scripts/ensemble_sol_02

2026-09-02 07:38

cache

2.6

✅

python_scripts/ensemble_sol_03

2026-09-02 07:40

cache

90.66

✅

python_scripts/ensemble_sol_04

2026-09-02 07:41

cache

50.16

✅

python_scripts/feature_selection_ex_01

2026-09-02 07:41

cache

1.87

✅

python_scripts/feature_selection_introduction

2026-09-02 07:41

cache

12.18

✅

python_scripts/feature_selection_limitation_model

2026-09-02 07:42

cache

41.37

✅

python_scripts/feature_selection_sol_01

2026-09-02 07:42

cache

6.86

✅

python_scripts/linear_models_ex_01

2026-09-02 07:42

cache

0.92

✅

python_scripts/linear_models_ex_02

2026-09-02 07:42

cache

0.96

✅

python_scripts/linear_models_ex_03

2026-09-02 07:42

cache

1.06

✅

python_scripts/linear_models_ex_04

2026-09-02 07:42

cache

2.29

✅

python_scripts/linear_models_feature_engineering_classification

2026-09-02 07:42

cache

6.79

✅

python_scripts/linear_models_regularization

2026-09-02 07:42

cache

9.66

✅

python_scripts/linear_models_sol_01

2026-09-02 07:42

cache

2.37

✅

python_scripts/linear_models_sol_02

2026-09-02 07:42

cache

6.58

✅

python_scripts/linear_models_sol_03

2026-09-02 07:43

cache

15.82

✅

python_scripts/linear_models_sol_04

2026-09-02 07:43

cache

5.78

✅

python_scripts/linear_regression_in_sklearn

2026-09-02 07:43

cache

2.57

✅

python_scripts/linear_regression_non_linear_link

2026-09-02 07:43

cache

3.71

✅

python_scripts/linear_regression_without_sklearn

2026-09-02 07:43

cache

2.82

✅

python_scripts/logistic_regression

2026-09-02 07:43

cache

3.35

✅

python_scripts/metrics_classification

2026-09-02 07:43

cache

3.4

✅

python_scripts/metrics_ex_01

2026-09-02 07:43

cache

1.87

✅

python_scripts/metrics_ex_02

2026-09-02 07:43

cache

0.94

✅

python_scripts/metrics_regression

2026-09-02 07:43

cache

2.77

✅

python_scripts/metrics_sol_01

2026-09-02 07:43

cache

2.6

✅

python_scripts/metrics_sol_02

2026-09-02 07:43

cache

4.86

✅

python_scripts/parameter_tuning_ex_02

2026-09-02 07:43

cache

2.04

✅

python_scripts/parameter_tuning_ex_03

2026-09-02 07:43

cache

1.77

✅

python_scripts/parameter_tuning_grid_search

2026-09-02 07:43

cache

10.23

✅

python_scripts/parameter_tuning_manual

2026-09-02 07:43

cache

4.05

✅

python_scripts/parameter_tuning_nested

2026-09-02 07:44

cache

22.07

✅

python_scripts/parameter_tuning_parallel_plot

2026-09-02 07:44

cache

2.86

✅

python_scripts/parameter_tuning_randomized_search

2026-09-02 07:44

cache

25.4

✅

python_scripts/parameter_tuning_sol_02

2026-09-02 07:44

cache

5.67

✅

python_scripts/parameter_tuning_sol_03

2026-09-02 07:45

cache

19.77

✅

python_scripts/trees_classification

2026-09-02 07:45

cache

3.18

✅

python_scripts/trees_dataset

2026-09-02 07:45

cache

2.82

✅

python_scripts/trees_ex_01

2026-09-02 07:45

cache

1.78

✅

python_scripts/trees_ex_02

2026-09-02 07:45

cache

0.95

✅

python_scripts/trees_hyperparameters

2026-09-02 07:45

cache

6.08

✅

python_scripts/trees_regression

2026-09-02 07:45

cache

3.46

✅

python_scripts/trees_sol_01

2026-09-02 07:45

cache

3.05

✅

python_scripts/trees_sol_02

2026-09-02 07:45

cache

2.83

✅