Notebook timings

Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2024-12-06 13:22

cache

8.9

✅

python_scripts/01_tabular_data_exploration_ex_01

2024-12-06 13:22

cache

1.02

✅

python_scripts/01_tabular_data_exploration_sol_01

2024-12-06 13:22

cache

3.96

✅

python_scripts/02_numerical_pipeline_cross_validation

2024-12-06 13:23

cache

2.25

✅

python_scripts/02_numerical_pipeline_ex_00

2024-12-06 13:23

cache

1.93

✅

python_scripts/02_numerical_pipeline_ex_01

2024-12-06 13:23

cache

1.72

✅

python_scripts/02_numerical_pipeline_hands_on

2024-12-06 13:23

cache

1.93

✅

python_scripts/02_numerical_pipeline_introduction

2024-12-06 13:23

cache

5.13

✅

python_scripts/02_numerical_pipeline_scaling

2024-12-06 13:23

cache

3.26

✅

python_scripts/02_numerical_pipeline_sol_00

2024-12-06 13:23

cache

5.43

✅

python_scripts/02_numerical_pipeline_sol_01

2024-12-06 13:23

cache

1.97

✅

python_scripts/03_categorical_pipeline

2024-12-06 13:23

cache

3.31

✅

python_scripts/03_categorical_pipeline_column_transformer

2024-12-06 13:23

cache

4.58

✅

python_scripts/03_categorical_pipeline_ex_01

2024-12-06 13:23

cache

1.71

✅

python_scripts/03_categorical_pipeline_ex_02

2024-12-06 13:23

cache

5.81

✅

python_scripts/03_categorical_pipeline_sol_01

2024-12-06 13:23

cache

4.31

✅

python_scripts/03_categorical_pipeline_sol_02

2024-12-06 13:24

cache

26.54

✅

python_scripts/03_categorical_pipeline_visualization

2024-12-06 13:24

cache

1.9

✅

python_scripts/cross_validation_baseline

2024-12-06 13:24

cache

9.48

✅

python_scripts/cross_validation_ex_01

2024-12-06 13:24

cache

1.1

✅

python_scripts/cross_validation_ex_02

2024-12-06 13:24

cache

1.32

✅

python_scripts/cross_validation_grouping

2024-12-06 13:24

cache

6.51

✅

python_scripts/cross_validation_learning_curve

2024-12-06 13:24

cache

12.69

✅

python_scripts/cross_validation_nested

2024-12-06 13:25

cache

21.34

✅

python_scripts/cross_validation_sol_01

2024-12-06 13:25

cache

10.32

✅

python_scripts/cross_validation_sol_02

2024-12-06 13:25

cache

7.63

✅

python_scripts/cross_validation_stratification

2024-12-06 13:25

cache

3.46

✅

python_scripts/cross_validation_time

2024-12-06 13:25

cache

6.46

✅

python_scripts/cross_validation_train_test

2024-12-06 13:25

cache

10.34

✅

python_scripts/cross_validation_validation_curve

2024-12-06 13:26

cache

18.78

✅

python_scripts/datasets_adult_census

2024-12-06 13:26

cache

2.87

✅

python_scripts/datasets_ames_housing

2024-12-06 13:26

cache

9.4

✅

python_scripts/datasets_bike_rides

2024-12-06 13:26

cache

8.91

✅

python_scripts/datasets_blood_transfusion

2024-12-06 13:26

cache

5.88

✅

python_scripts/datasets_california_housing

2024-12-06 13:26

cache

15.5

✅

python_scripts/dev_features_importance

2024-12-06 13:27

cache

54.14

✅

python_scripts/ensemble_adaboost

2024-12-06 13:27

cache

3.28

✅

python_scripts/ensemble_bagging

2024-12-06 13:27

cache

4.96

✅

python_scripts/ensemble_ex_01

2024-12-06 13:27

cache

1.87

✅

python_scripts/ensemble_ex_02

2024-12-06 13:27

cache

1.66

✅

python_scripts/ensemble_ex_03

2024-12-06 13:27

cache

1.95

✅

python_scripts/ensemble_ex_04

2024-12-06 13:27

cache

1.75

✅

python_scripts/ensemble_gradient_boosting

2024-12-06 13:29

cache

63.8

✅

python_scripts/ensemble_hist_gradient_boosting

2024-12-06 13:29

cache

41.52

✅

python_scripts/ensemble_hyperparameters

2024-12-06 13:30

cache

57.61

✅

python_scripts/ensemble_introduction

2024-12-06 13:31

cache

23.23

✅

python_scripts/ensemble_random_forest

2024-12-06 13:31

cache

21.57

✅

python_scripts/ensemble_sol_01

2024-12-06 13:31

cache

20.84

✅

python_scripts/ensemble_sol_02

2024-12-06 13:31

cache

2.34

✅

python_scripts/ensemble_sol_03

2024-12-06 13:32

cache

60.83

✅

python_scripts/ensemble_sol_04

2024-12-06 13:33

cache

37.98

✅

python_scripts/feature_selection_ex_01

2024-12-06 13:33

cache

1.68

✅

python_scripts/feature_selection_introduction

2024-12-06 13:33

cache

12.78

✅

python_scripts/feature_selection_limitation_model

2024-12-06 13:34

cache

45.18

✅

python_scripts/feature_selection_sol_01

2024-12-06 13:34

cache

6.73

✅

python_scripts/linear_models_ex_01

2024-12-06 13:34

cache

1.18

✅

python_scripts/linear_models_ex_02

2024-12-06 13:34

cache

1.14

✅

python_scripts/linear_models_ex_03

2024-12-06 13:34

cache

1.45

✅

python_scripts/linear_models_ex_04

2024-12-06 13:34

cache

2.38

✅

python_scripts/linear_models_feature_engineering_classification

2024-12-06 13:34

cache

7.13

✅

python_scripts/linear_models_regularization

2024-12-06 13:34

cache

8.59

✅

python_scripts/linear_models_sol_01

2024-12-06 13:34

cache

2.27

✅

python_scripts/linear_models_sol_02

2024-12-06 13:35

cache

6.59

✅

python_scripts/linear_models_sol_03

2024-12-06 13:35

cache

15.46

✅

python_scripts/linear_models_sol_04

2024-12-06 13:35

cache

5.68

✅

python_scripts/linear_regression_in_sklearn

2024-12-06 13:35

cache

2.37

✅

python_scripts/linear_regression_non_linear_link

2024-12-06 13:35

cache

3.61

✅

python_scripts/linear_regression_without_sklearn

2024-12-06 13:35

cache

2.95

✅

python_scripts/logistic_regression

2024-12-06 13:35

cache

3.35

✅

python_scripts/metrics_classification

2024-12-06 13:35

cache

3.27

✅

python_scripts/metrics_ex_01

2024-12-06 13:35

cache

1.93

✅

python_scripts/metrics_ex_02

2024-12-06 13:35

cache

1.33

✅

python_scripts/metrics_regression

2024-12-06 13:35

cache

2.7

✅

python_scripts/metrics_sol_01

2024-12-06 13:35

cache

2.52

✅

python_scripts/metrics_sol_02

2024-12-06 13:35

cache

4.89

✅

python_scripts/parameter_tuning_ex_02

2024-12-06 13:35

cache

1.96

✅

python_scripts/parameter_tuning_ex_03

2024-12-06 13:36

cache

1.68

✅

python_scripts/parameter_tuning_grid_search

2024-12-06 13:36

cache

10.77

✅

python_scripts/parameter_tuning_manual

2024-12-06 13:36

cache

4.83

✅

python_scripts/parameter_tuning_nested

2024-12-06 13:36

cache

24.77

✅

python_scripts/parameter_tuning_parallel_plot

2024-12-06 13:36

cache

3.38

✅

python_scripts/parameter_tuning_randomized_search

2024-12-06 13:37

cache

26.08

✅

python_scripts/parameter_tuning_sol_02

2024-12-06 13:37

cache

6.21

✅

python_scripts/parameter_tuning_sol_03

2024-12-06 13:37

cache

19.61

✅

python_scripts/trees_classification

2024-12-06 13:37

cache

3.08

✅

python_scripts/trees_dataset

2024-12-06 13:37

cache

3.08

✅

python_scripts/trees_ex_01

2024-12-06 13:37

cache

1.65

✅

python_scripts/trees_ex_02

2024-12-06 13:37

cache

1.12

✅

python_scripts/trees_hyperparameters

2024-12-06 13:37

cache

5.49

✅

python_scripts/trees_regression

2024-12-06 13:37

cache

3.22

✅

python_scripts/trees_sol_01

2024-12-06 13:37

cache

2.99

✅

python_scripts/trees_sol_02

2024-12-06 13:38

cache

2.79

✅