Notebook timings

Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2024-03-14 10:28

cache

8.23

python_scripts/01_tabular_data_exploration_ex_01

2024-03-14 10:28

cache

0.85

python_scripts/01_tabular_data_exploration_sol_01

2024-03-14 10:28

cache

4.21

python_scripts/02_numerical_pipeline_cross_validation

2024-03-14 10:28

cache

2.49

python_scripts/02_numerical_pipeline_ex_00

2024-03-14 10:28

cache

1.72

python_scripts/02_numerical_pipeline_ex_01

2024-03-14 10:28

cache

1.7

python_scripts/02_numerical_pipeline_hands_on

2024-03-14 10:28

cache

2.21

python_scripts/02_numerical_pipeline_introduction

2024-03-14 10:28

cache

5.09

python_scripts/02_numerical_pipeline_scaling

2024-03-14 10:28

cache

3.28

python_scripts/02_numerical_pipeline_sol_00

2024-03-14 10:28

cache

5.61

python_scripts/02_numerical_pipeline_sol_01

2024-03-14 10:28

cache

1.94

python_scripts/03_categorical_pipeline

2024-03-14 10:28

cache

3.06

python_scripts/03_categorical_pipeline_column_transformer

2024-03-14 10:28

cache

4.47

python_scripts/03_categorical_pipeline_ex_01

2024-03-14 10:28

cache

1.73

python_scripts/03_categorical_pipeline_ex_02

2024-03-14 10:28

cache

6.18

python_scripts/03_categorical_pipeline_sol_01

2024-03-14 10:28

cache

4.37

python_scripts/03_categorical_pipeline_sol_02

2024-03-14 10:29

cache

27.56

python_scripts/03_categorical_pipeline_visualization

2024-03-14 10:29

cache

2.05

python_scripts/cross_validation_baseline

2024-03-14 10:29

cache

9.99

python_scripts/cross_validation_ex_01

2024-03-14 10:29

cache

1.41

python_scripts/cross_validation_ex_02

2024-03-14 10:29

cache

1.14

python_scripts/cross_validation_grouping

2024-03-14 10:29

cache

6.55

python_scripts/cross_validation_learning_curve

2024-03-14 10:29

cache

12.71

python_scripts/cross_validation_nested

2024-03-14 10:30

cache

21.31

python_scripts/cross_validation_sol_01

2024-03-14 10:30

cache

10.45

python_scripts/cross_validation_sol_02

2024-03-14 10:30

cache

8.09

python_scripts/cross_validation_stratification

2024-03-14 10:30

cache

3.32

python_scripts/cross_validation_time

2024-03-14 10:30

cache

6.49

python_scripts/cross_validation_train_test

2024-03-14 10:30

cache

10.38

python_scripts/cross_validation_validation_curve

2024-03-14 10:31

cache

18.41

python_scripts/datasets_adult_census

2024-03-14 10:31

cache

2.93

python_scripts/datasets_ames_housing

2024-03-14 10:31

cache

10.44

python_scripts/datasets_bike_rides

2024-03-14 10:31

cache

9.63

python_scripts/datasets_blood_transfusion

2024-03-14 10:31

cache

6.09

python_scripts/datasets_california_housing

2024-03-14 10:31

cache

15.63

python_scripts/dev_features_importance

2024-03-14 10:32

cache

54.5

python_scripts/ensemble_adaboost

2024-03-14 10:32

cache

3.31

python_scripts/ensemble_bagging

2024-03-14 10:33

cache

5.01

python_scripts/ensemble_ex_01

2024-03-14 10:33

cache

1.71

python_scripts/ensemble_ex_02

2024-03-14 10:33

cache

1.68

python_scripts/ensemble_ex_03

2024-03-14 10:33

cache

1.79

python_scripts/ensemble_ex_04

2024-03-14 10:33

cache

1.6

python_scripts/ensemble_gradient_boosting

2024-03-14 10:34

cache

62.98

python_scripts/ensemble_hist_gradient_boosting

2024-03-14 10:34

cache

41.31

python_scripts/ensemble_hyperparameters

2024-03-14 10:35

cache

58.49

python_scripts/ensemble_introduction

2024-03-14 10:36

cache

23.35

python_scripts/ensemble_random_forest

2024-03-14 10:36

cache

22.12

python_scripts/ensemble_sol_01

2024-03-14 10:37

cache

24.95

python_scripts/ensemble_sol_02

2024-03-14 10:37

cache

2.67

python_scripts/ensemble_sol_03

2024-03-14 10:38

cache

60.77

python_scripts/ensemble_sol_04

2024-03-14 10:38

cache

42.39

python_scripts/feature_selection_ex_01

2024-03-14 10:38

cache

1.56

python_scripts/feature_selection_introduction

2024-03-14 10:39

cache

13.54

python_scripts/feature_selection_limitation_model

2024-03-14 10:39

cache

45.86

python_scripts/feature_selection_sol_01

2024-03-14 10:39

cache

6.43

python_scripts/linear_models_ex_01

2024-03-14 10:39

cache

1.3

python_scripts/linear_models_ex_02

2024-03-14 10:39

cache

1.42

python_scripts/linear_models_ex_03

2024-03-14 10:40

cache

1.35

python_scripts/linear_models_ex_04

2024-03-14 10:40

cache

2.23

python_scripts/linear_models_feature_engineering_classification

2024-03-14 10:40

cache

7.89

python_scripts/linear_models_regularization

2024-03-14 10:40

cache

9.55

python_scripts/linear_models_sol_01

2024-03-14 10:40

cache

2.11

python_scripts/linear_models_sol_02

2024-03-14 10:40

cache

6.1

python_scripts/linear_models_sol_03

2024-03-14 10:40

cache

15.86

python_scripts/linear_models_sol_04

2024-03-14 10:40

cache

6.02

python_scripts/linear_regression_in_sklearn

2024-03-14 10:40

cache

2.37

python_scripts/linear_regression_non_linear_link

2024-03-14 10:40

cache

3.8

python_scripts/linear_regression_without_sklearn

2024-03-14 10:41

cache

3.13

python_scripts/logistic_regression

2024-03-14 10:41

cache

3.35

python_scripts/metrics_classification

2024-03-14 10:41

cache

3.58

python_scripts/metrics_ex_01

2024-03-14 10:41

cache

1.88

python_scripts/metrics_ex_02

2024-03-14 10:41

cache

1.22

python_scripts/metrics_regression

2024-03-14 10:41

cache

2.69

python_scripts/metrics_sol_01

2024-03-14 10:41

cache

2.58

python_scripts/metrics_sol_02

2024-03-14 10:41

cache

5.29

python_scripts/parameter_tuning_ex_02

2024-03-14 10:41

cache

1.77

python_scripts/parameter_tuning_ex_03

2024-03-14 10:41

cache

1.64

python_scripts/parameter_tuning_grid_search

2024-03-14 10:41

cache

10.66

python_scripts/parameter_tuning_manual

2024-03-14 10:41

cache

4.79

python_scripts/parameter_tuning_nested

2024-03-14 10:42

cache

25.43

python_scripts/parameter_tuning_parallel_plot

2024-03-14 10:42

cache

3.15

python_scripts/parameter_tuning_randomized_search

2024-03-14 10:42

cache

22.46

python_scripts/parameter_tuning_sol_02

2024-03-14 10:42

cache

6.3

python_scripts/parameter_tuning_sol_03

2024-03-14 10:42

cache

19.81

python_scripts/trees_classification

2024-03-14 10:43

cache

2.89

python_scripts/trees_dataset

2024-03-14 10:43

cache

3.11

python_scripts/trees_ex_01

2024-03-14 10:43

cache

1.67

python_scripts/trees_ex_02

2024-03-14 10:43

cache

1.37

python_scripts/trees_hyperparameters

2024-03-14 10:43

cache

5.91

python_scripts/trees_regression

2024-03-14 10:43

cache

3.5

python_scripts/trees_sol_01

2024-03-14 10:43

cache

3.07

python_scripts/trees_sol_02

2024-03-14 10:43

cache

2.78