Notebook timings

Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2025-04-01 08:54

cache

10.16

python_scripts/01_tabular_data_exploration_ex_01

2025-04-01 08:54

cache

0.76

python_scripts/01_tabular_data_exploration_sol_01

2025-04-01 08:54

cache

3.83

python_scripts/02_numerical_pipeline_cross_validation

2025-04-01 08:54

cache

2.21

python_scripts/02_numerical_pipeline_ex_00

2025-04-01 08:54

cache

1.61

python_scripts/02_numerical_pipeline_ex_01

2025-04-01 08:54

cache

1.59

python_scripts/02_numerical_pipeline_hands_on

2025-04-01 08:55

cache

1.98

python_scripts/02_numerical_pipeline_introduction

2025-04-01 08:55

cache

5.15

python_scripts/02_numerical_pipeline_scaling

2025-04-01 08:55

cache

3.02

python_scripts/02_numerical_pipeline_sol_00

2025-04-01 08:55

cache

5.61

python_scripts/02_numerical_pipeline_sol_01

2025-04-01 08:55

cache

1.62

python_scripts/03_categorical_pipeline

2025-04-01 08:55

cache

3.27

python_scripts/03_categorical_pipeline_column_transformer

2025-04-01 08:55

cache

4.48

python_scripts/03_categorical_pipeline_ex_01

2025-04-01 08:55

cache

1.6

python_scripts/03_categorical_pipeline_ex_02

2025-04-01 08:55

cache

5.8

python_scripts/03_categorical_pipeline_sol_01

2025-04-01 08:55

cache

4.12

python_scripts/03_categorical_pipeline_sol_02

2025-04-01 08:56

cache

26.23

python_scripts/03_categorical_pipeline_visualization

2025-04-01 08:56

cache

1.9

python_scripts/cross_validation_baseline

2025-04-14 16:03

cache

11.95

python_scripts/cross_validation_ex_01

2025-04-01 08:56

cache

1.08

python_scripts/cross_validation_ex_02

2025-04-01 08:56

cache

1.19

python_scripts/cross_validation_grouping

2025-04-01 08:56

cache

6.54

python_scripts/cross_validation_learning_curve

2025-04-01 08:56

cache

12.83

python_scripts/cross_validation_nested

2025-04-01 08:56

cache

21.28

python_scripts/cross_validation_sol_01

2025-04-01 08:57

cache

10.8

python_scripts/cross_validation_sol_02

2025-04-01 08:57

cache

7.54

python_scripts/cross_validation_stratification

2025-04-01 08:57

cache

3.31

python_scripts/cross_validation_time

2025-04-01 08:57

cache

6.16

python_scripts/cross_validation_train_test

2025-04-01 08:57

cache

10.9

python_scripts/cross_validation_validation_curve

2025-04-01 08:57

cache

19.09

python_scripts/datasets_adult_census

2025-04-01 08:57

cache

2.57

python_scripts/datasets_ames_housing

2025-04-01 08:58

cache

9.31

python_scripts/datasets_bike_rides

2025-04-01 08:58

cache

8.56

python_scripts/datasets_blood_transfusion

2025-04-01 08:58

cache

5.87

python_scripts/datasets_california_housing

2025-04-01 08:58

cache

15.24

python_scripts/dev_features_importance

2025-04-01 08:59

cache

55.5

python_scripts/ensemble_adaboost

2025-04-01 08:59

cache

3.42

python_scripts/ensemble_bagging

2025-04-01 08:59

cache

5.09

python_scripts/ensemble_ex_01

2025-04-01 08:59

cache

1.73

python_scripts/ensemble_ex_02

2025-04-01 08:59

cache

1.53

python_scripts/ensemble_ex_03

2025-04-01 08:59

cache

1.71

python_scripts/ensemble_ex_04

2025-04-01 08:59

cache

1.53

python_scripts/ensemble_gradient_boosting

2025-04-01 09:00

cache

68.62

python_scripts/ensemble_hist_gradient_boosting

2025-04-01 09:01

cache

42.11

python_scripts/ensemble_hyperparameters

2025-04-01 09:02

cache

59.71

python_scripts/ensemble_introduction

2025-04-01 09:03

cache

23.65

python_scripts/ensemble_random_forest

2025-04-01 09:03

cache

21.62

python_scripts/ensemble_sol_01

2025-04-01 09:03

cache

23.23

python_scripts/ensemble_sol_02

2025-04-01 09:03

cache

2.23

python_scripts/ensemble_sol_03

2025-04-11 14:41

cache

93.91

python_scripts/ensemble_sol_04

2025-04-01 09:05

cache

38.58

python_scripts/feature_selection_ex_01

2025-04-01 09:05

cache

1.79

python_scripts/feature_selection_introduction

2025-04-01 09:05

cache

13.0

python_scripts/feature_selection_limitation_model

2025-04-01 09:06

cache

46.01

python_scripts/feature_selection_sol_01

2025-04-01 09:06

cache

6.41

python_scripts/linear_models_ex_01

2025-04-01 09:06

cache

1.17

python_scripts/linear_models_ex_02

2025-04-01 09:06

cache

1.12

python_scripts/linear_models_ex_03

2025-04-03 08:21

cache

1.28

python_scripts/linear_models_ex_04

2025-04-01 09:06

cache

2.06

python_scripts/linear_models_feature_engineering_classification

2025-04-01 09:06

cache

7.29

python_scripts/linear_models_regularization

2025-04-01 09:07

cache

8.68

python_scripts/linear_models_sol_01

2025-04-01 09:07

cache

2.03

python_scripts/linear_models_sol_02

2025-04-01 09:07

cache

6.31

python_scripts/linear_models_sol_03

2025-04-03 08:37

cache

16.03

python_scripts/linear_models_sol_04

2025-04-01 09:07

cache

5.34

python_scripts/linear_regression_in_sklearn

2025-04-01 09:07

cache

2.18

python_scripts/linear_regression_non_linear_link

2025-04-01 09:07

cache

3.56

python_scripts/linear_regression_without_sklearn

2025-04-01 09:07

cache

2.65

python_scripts/logistic_regression

2025-04-01 09:07

cache

3.14

python_scripts/metrics_classification

2025-04-01 09:07

cache

2.96

python_scripts/metrics_ex_01

2025-04-03 15:06

cache

2.01

python_scripts/metrics_ex_02

2025-04-01 09:07

cache

1.28

python_scripts/metrics_regression

2025-04-01 09:07

cache

2.44

python_scripts/metrics_sol_01

2025-04-03 15:06

cache

3.92

python_scripts/metrics_sol_02

2025-04-01 09:07

cache

4.89

python_scripts/parameter_tuning_ex_02

2025-04-01 09:08

cache

1.71

python_scripts/parameter_tuning_ex_03

2025-04-01 09:08

cache

1.6

python_scripts/parameter_tuning_grid_search

2025-04-02 12:42

cache

10.72

python_scripts/parameter_tuning_manual

2025-04-01 09:08

cache

4.25

python_scripts/parameter_tuning_nested

2025-04-01 09:08

cache

24.49

python_scripts/parameter_tuning_parallel_plot

2025-04-01 09:08

cache

3.21

python_scripts/parameter_tuning_randomized_search

2025-04-01 09:09

cache

22.31

python_scripts/parameter_tuning_sol_02

2025-04-01 09:09

cache

5.93

python_scripts/parameter_tuning_sol_03

2025-04-01 09:09

cache

19.48

python_scripts/trees_classification

2025-04-01 09:09

cache

2.86

python_scripts/trees_dataset

2025-04-01 09:09

cache

2.88

python_scripts/trees_ex_01

2025-04-01 09:09

cache

1.55

python_scripts/trees_ex_02

2025-04-01 09:09

cache

1.2

python_scripts/trees_hyperparameters

2025-04-01 09:09

cache

5.33

python_scripts/trees_regression

2025-04-01 09:09

cache

2.94

python_scripts/trees_sol_01

2025-04-01 09:09

cache

2.75

python_scripts/trees_sol_02

2025-04-01 09:09

cache

2.57