Notebook timings

Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2025-08-07 09:47

cache

7.77

python_scripts/01_tabular_data_exploration_ex_01

2025-08-07 09:47

cache

0.76

python_scripts/01_tabular_data_exploration_sol_01

2025-08-07 09:47

cache

3.74

python_scripts/02_numerical_pipeline_cross_validation

2025-08-07 09:47

cache

2.18

python_scripts/02_numerical_pipeline_ex_00

2025-08-07 09:47

cache

1.57

python_scripts/02_numerical_pipeline_ex_01

2025-08-07 09:47

cache

1.63

python_scripts/02_numerical_pipeline_hands_on

2025-08-07 09:47

cache

1.97

python_scripts/02_numerical_pipeline_introduction

2025-08-07 09:48

cache

4.95

python_scripts/02_numerical_pipeline_scaling

2025-08-07 09:48

cache

3.14

python_scripts/02_numerical_pipeline_sol_00

2025-08-07 09:48

cache

5.71

python_scripts/02_numerical_pipeline_sol_01

2025-08-07 09:48

cache

1.84

python_scripts/03_categorical_pipeline

2025-08-07 09:48

cache

3.19

python_scripts/03_categorical_pipeline_column_transformer

2025-08-07 09:48

cache

4.3

python_scripts/03_categorical_pipeline_ex_01

2025-08-07 09:48

cache

1.71

python_scripts/03_categorical_pipeline_ex_02

2025-08-07 09:48

cache

5.72

python_scripts/03_categorical_pipeline_sol_01

2025-08-07 09:48

cache

4.16

python_scripts/03_categorical_pipeline_sol_02

2025-08-07 09:48

cache

25.88

python_scripts/03_categorical_pipeline_visualization

2025-08-07 09:49

cache

2.09

python_scripts/cross_validation_baseline

2025-08-07 09:49

cache

10.55

python_scripts/cross_validation_ex_01

2025-08-07 09:49

cache

1.16

python_scripts/cross_validation_ex_02

2025-08-07 09:49

cache

1.1

python_scripts/cross_validation_grouping

2025-08-07 09:49

cache

6.38

python_scripts/cross_validation_learning_curve

2025-08-07 09:49

cache

12.83

python_scripts/cross_validation_nested

2025-08-07 09:49

cache

20.99

python_scripts/cross_validation_sol_01

2025-08-07 09:50

cache

10.63

python_scripts/cross_validation_sol_02

2025-08-07 09:50

cache

7.64

python_scripts/cross_validation_stratification

2025-08-07 09:50

cache

3.3

python_scripts/cross_validation_time

2025-08-07 09:50

cache

6.15

python_scripts/cross_validation_train_test

2025-08-07 09:50

cache

10.57

python_scripts/cross_validation_validation_curve

2025-08-07 09:50

cache

18.88

python_scripts/datasets_adult_census

2025-08-07 12:25

cache

4.11

python_scripts/datasets_ames_housing

2025-08-07 09:51

cache

9.25

python_scripts/datasets_bike_rides

2025-08-07 09:51

cache

8.48

python_scripts/datasets_blood_transfusion

2025-08-07 09:51

cache

5.79

python_scripts/datasets_california_housing

2025-08-07 09:51

cache

14.89

python_scripts/dev_features_importance

2025-08-07 09:52

cache

54.97

python_scripts/ensemble_adaboost

2025-08-07 09:52

cache

3.03

python_scripts/ensemble_bagging

2025-08-07 09:52

cache

4.85

python_scripts/ensemble_ex_01

2025-08-07 09:52

cache

1.52

python_scripts/ensemble_ex_02

2025-08-07 09:52

cache

1.52

python_scripts/ensemble_ex_03

2025-08-07 09:52

cache

1.7

python_scripts/ensemble_ex_04

2025-08-07 09:52

cache

1.59

python_scripts/ensemble_gradient_boosting

2025-08-07 09:53

cache

65.95

python_scripts/ensemble_hist_gradient_boosting

2025-08-07 09:54

cache

41.79

python_scripts/ensemble_hyperparameters

2025-08-07 09:55

cache

58.78

python_scripts/ensemble_introduction

2025-08-07 09:55

cache

23.49

python_scripts/ensemble_random_forest

2025-08-07 09:56

cache

21.74

python_scripts/ensemble_sol_01

2025-08-07 09:56

cache

23.47

python_scripts/ensemble_sol_02

2025-08-07 09:56

cache

2.19

python_scripts/ensemble_sol_03

2025-08-07 09:58

cache

93.99

python_scripts/ensemble_sol_04

2025-08-07 09:58

cache

37.48

python_scripts/feature_selection_ex_01

2025-08-07 09:58

cache

1.7

python_scripts/feature_selection_introduction

2025-08-07 09:59

cache

12.82

python_scripts/feature_selection_limitation_model

2025-08-07 09:59

cache

46.82

python_scripts/feature_selection_sol_01

2025-08-07 10:00

cache

6.48

python_scripts/linear_models_ex_01

2025-08-07 10:00

cache

1.16

python_scripts/linear_models_ex_02

2025-08-07 10:00

cache

1.19

python_scripts/linear_models_ex_03

2025-08-07 10:00

cache

1.22

python_scripts/linear_models_ex_04

2025-08-07 10:00

cache

2.09

python_scripts/linear_models_feature_engineering_classification

2025-08-07 10:00

cache

7.07

python_scripts/linear_models_regularization

2025-08-07 10:00

cache

8.75

python_scripts/linear_models_sol_01

2025-08-07 10:00

cache

2.19

python_scripts/linear_models_sol_02

2025-08-07 10:00

cache

6.19

python_scripts/linear_models_sol_03

2025-08-07 10:00

cache

15.07

python_scripts/linear_models_sol_04

2025-08-07 10:00

cache

5.49

python_scripts/linear_regression_in_sklearn

2025-08-07 10:00

cache

2.33

python_scripts/linear_regression_non_linear_link

2025-08-07 10:00

cache

3.47

python_scripts/linear_regression_without_sklearn

2025-08-07 10:01

cache

2.74

python_scripts/logistic_regression

2025-08-07 10:01

cache

3.11

python_scripts/metrics_classification

2025-08-07 10:01

cache

2.99

python_scripts/metrics_ex_01

2025-08-07 10:01

cache

1.76

python_scripts/metrics_ex_02

2025-08-07 10:01

cache

1.29

python_scripts/metrics_regression

2025-08-07 10:01

cache

2.67

python_scripts/metrics_sol_01

2025-08-07 10:01

cache

2.3

python_scripts/metrics_sol_02

2025-08-07 10:01

cache

4.81

python_scripts/parameter_tuning_ex_02

2025-08-07 10:01

cache

1.92

python_scripts/parameter_tuning_ex_03

2025-08-07 10:01

cache

1.49

python_scripts/parameter_tuning_grid_search

2025-08-13 08:48

cache

12.0

python_scripts/parameter_tuning_manual

2025-08-07 10:01

cache

4.3

python_scripts/parameter_tuning_nested

2025-08-07 10:01

cache

24.49

python_scripts/parameter_tuning_parallel_plot

2025-08-07 12:25

cache

2.94

python_scripts/parameter_tuning_randomized_search

2025-08-07 10:02

cache

30.03

python_scripts/parameter_tuning_sol_02

2025-08-07 10:02

cache

5.95

python_scripts/parameter_tuning_sol_03

2025-08-07 12:25

cache

21.01

python_scripts/trees_classification

2025-08-07 10:02

cache

2.91

python_scripts/trees_dataset

2025-08-07 10:03

cache

3.01

python_scripts/trees_ex_01

2025-08-07 10:03

cache

1.89

python_scripts/trees_ex_02

2025-08-07 10:03

cache

1.21

python_scripts/trees_hyperparameters

2025-08-07 10:03

cache

5.49

python_scripts/trees_regression

2025-08-07 10:03

cache

3.15

python_scripts/trees_sol_01

2025-08-07 10:03

cache

2.86

python_scripts/trees_sol_02

2025-08-07 10:03

cache

2.57