Notebook timings

Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2025-07-09 12:47

cache

7.45

python_scripts/01_tabular_data_exploration_ex_01

2025-07-09 12:47

cache

0.76

python_scripts/01_tabular_data_exploration_sol_01

2025-07-09 12:47

cache

3.83

python_scripts/02_numerical_pipeline_cross_validation

2025-07-09 12:47

cache

2.15

python_scripts/02_numerical_pipeline_ex_00

2025-07-09 12:47

cache

1.9

python_scripts/02_numerical_pipeline_ex_01

2025-07-09 12:47

cache

1.64

python_scripts/02_numerical_pipeline_hands_on

2025-07-09 12:47

cache

1.98

python_scripts/02_numerical_pipeline_introduction

2025-07-09 12:47

cache

5.05

python_scripts/02_numerical_pipeline_scaling

2025-07-09 12:47

cache

3.31

python_scripts/02_numerical_pipeline_sol_00

2025-07-09 12:47

cache

5.4

python_scripts/02_numerical_pipeline_sol_01

2025-07-09 12:47

cache

1.99

python_scripts/03_categorical_pipeline

2025-07-09 12:47

cache

2.99

python_scripts/03_categorical_pipeline_column_transformer

2025-07-09 12:48

cache

4.31

python_scripts/03_categorical_pipeline_ex_01

2025-07-09 12:48

cache

1.77

python_scripts/03_categorical_pipeline_ex_02

2025-07-09 12:48

cache

5.74

python_scripts/03_categorical_pipeline_sol_01

2025-07-09 12:48

cache

4.37

python_scripts/03_categorical_pipeline_sol_02

2025-07-09 12:48

cache

26.31

python_scripts/03_categorical_pipeline_visualization

2025-07-09 12:48

cache

2.04

python_scripts/cross_validation_baseline

2025-07-09 12:48

cache

10.27

python_scripts/cross_validation_ex_01

2025-07-09 12:48

cache

1.14

python_scripts/cross_validation_ex_02

2025-07-09 12:48

cache

1.21

python_scripts/cross_validation_grouping

2025-07-09 12:49

cache

6.37

python_scripts/cross_validation_learning_curve

2025-07-09 12:49

cache

13.08

python_scripts/cross_validation_nested

2025-07-09 12:49

cache

21.1

python_scripts/cross_validation_sol_01

2025-07-09 12:49

cache

10.43

python_scripts/cross_validation_sol_02

2025-07-09 12:49

cache

7.42

python_scripts/cross_validation_stratification

2025-07-09 12:49

cache

3.26

python_scripts/cross_validation_time

2025-07-09 12:50

cache

6.31

python_scripts/cross_validation_train_test

2025-07-09 12:50

cache

10.47

python_scripts/cross_validation_validation_curve

2025-07-09 12:50

cache

19.02

python_scripts/datasets_adult_census

2025-07-09 12:50

cache

2.56

python_scripts/datasets_ames_housing

2025-07-09 12:50

cache

9.48

python_scripts/datasets_bike_rides

2025-07-09 12:50

cache

8.54

python_scripts/datasets_blood_transfusion

2025-07-09 12:50

cache

5.88

python_scripts/datasets_california_housing

2025-07-09 12:51

cache

15.02

python_scripts/dev_features_importance

2025-07-09 12:52

cache

55.42

python_scripts/ensemble_adaboost

2025-07-09 12:52

cache

3.09

python_scripts/ensemble_bagging

2025-07-09 12:52

cache

4.94

python_scripts/ensemble_ex_01

2025-07-09 12:52

cache

1.65

python_scripts/ensemble_ex_02

2025-07-09 12:52

cache

1.58

python_scripts/ensemble_ex_03

2025-07-09 12:52

cache

1.65

python_scripts/ensemble_ex_04

2025-07-09 12:52

cache

1.7

python_scripts/ensemble_gradient_boosting

2025-07-09 12:53

cache

65.83

python_scripts/ensemble_hist_gradient_boosting

2025-07-09 12:54

cache

41.74

python_scripts/ensemble_hyperparameters

2025-07-09 12:55

cache

58.98

python_scripts/ensemble_introduction

2025-07-09 12:55

cache

23.58

python_scripts/ensemble_random_forest

2025-07-09 12:55

cache

21.79

python_scripts/ensemble_sol_01

2025-07-09 12:56

cache

26.97

python_scripts/ensemble_sol_02

2025-07-09 12:56

cache

2.36

python_scripts/ensemble_sol_03

2025-07-09 12:57

cache

92.26

python_scripts/ensemble_sol_04

2025-07-09 12:58

cache

37.95

python_scripts/feature_selection_ex_01

2025-07-09 12:58

cache

1.83

python_scripts/feature_selection_introduction

2025-07-09 12:58

cache

13.16

python_scripts/feature_selection_limitation_model

2025-07-09 12:59

cache

45.89

python_scripts/feature_selection_sol_01

2025-07-09 12:59

cache

6.4

python_scripts/linear_models_ex_01

2025-07-09 12:59

cache

1.12

python_scripts/linear_models_ex_02

2025-07-09 12:59

cache

1.1

python_scripts/linear_models_ex_03

2025-07-09 12:59

cache

1.31

python_scripts/linear_models_ex_04

2025-07-09 12:59

cache

2.18

python_scripts/linear_models_feature_engineering_classification

2025-07-09 12:59

cache

7.31

python_scripts/linear_models_regularization

2025-07-09 13:00

cache

8.62

python_scripts/linear_models_sol_01

2025-07-09 13:00

cache

2.01

python_scripts/linear_models_sol_02

2025-07-09 13:00

cache

6.11

python_scripts/linear_models_sol_03

2025-07-09 13:00

cache

15.08

python_scripts/linear_models_sol_04

2025-07-09 13:00

cache

5.32

python_scripts/linear_regression_in_sklearn

2025-07-09 13:00

cache

2.21

python_scripts/linear_regression_non_linear_link

2025-07-09 13:00

cache

3.44

python_scripts/linear_regression_without_sklearn

2025-07-09 13:00

cache

2.93

python_scripts/logistic_regression

2025-07-09 13:00

cache

2.88

python_scripts/metrics_classification

2025-07-09 13:00

cache

2.96

python_scripts/metrics_ex_01

2025-07-09 13:00

cache

1.74

python_scripts/metrics_ex_02

2025-07-09 13:00

cache

1.34

python_scripts/metrics_regression

2025-07-09 13:00

cache

2.63

python_scripts/metrics_sol_01

2025-07-09 13:00

cache

2.4

python_scripts/metrics_sol_02

2025-07-09 13:01

cache

4.93

python_scripts/parameter_tuning_ex_02

2025-07-09 13:01

cache

1.69

python_scripts/parameter_tuning_ex_03

2025-07-09 13:01

cache

1.55

python_scripts/parameter_tuning_grid_search

2025-07-09 13:01

cache

10.41

python_scripts/parameter_tuning_manual

2025-07-09 13:01

cache

4.41

python_scripts/parameter_tuning_nested

2025-07-09 13:01

cache

24.34

python_scripts/parameter_tuning_parallel_plot

2025-07-09 13:01

cache

2.99

python_scripts/parameter_tuning_randomized_search

2025-07-09 13:02

cache

26.27

python_scripts/parameter_tuning_sol_02

2025-07-09 13:02

cache

6.11

python_scripts/parameter_tuning_sol_03

2025-07-09 13:02

cache

19.32

python_scripts/trees_classification

2025-07-09 13:02

cache

2.72

python_scripts/trees_dataset

2025-07-09 13:02

cache

2.85

python_scripts/trees_ex_01

2025-07-09 13:02

cache

1.67

python_scripts/trees_ex_02

2025-07-09 13:02

cache

1.14

python_scripts/trees_hyperparameters

2025-07-09 13:02

cache

5.18

python_scripts/trees_regression

2025-07-09 13:02

cache

2.94

python_scripts/trees_sol_01

2025-07-09 13:03

cache

2.83

python_scripts/trees_sol_02

2025-07-09 13:03

cache

2.43