Notebook timings

Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2025-01-02 15:39

cache

8.4

✅

python_scripts/01_tabular_data_exploration_ex_01

2025-01-02 15:39

cache

0.81

✅

python_scripts/01_tabular_data_exploration_sol_01

2025-01-02 15:39

cache

3.67

✅

python_scripts/02_numerical_pipeline_cross_validation

2025-01-02 15:39

cache

2.18

✅

python_scripts/02_numerical_pipeline_ex_00

2025-01-02 15:39

cache

1.6

✅

python_scripts/02_numerical_pipeline_ex_01

2025-01-02 15:39

cache

1.5

✅

python_scripts/02_numerical_pipeline_hands_on

2025-01-02 15:39

cache

1.8

✅

python_scripts/02_numerical_pipeline_introduction

2025-01-02 15:39

cache

4.99

✅

python_scripts/02_numerical_pipeline_scaling

2025-01-02 15:39

cache

3.23

✅

python_scripts/02_numerical_pipeline_sol_00

2025-01-02 15:39

cache

5.39

✅

python_scripts/02_numerical_pipeline_sol_01

2025-01-02 15:39

cache

1.61

✅

python_scripts/03_categorical_pipeline

2025-01-02 15:39

cache

2.97

✅

python_scripts/03_categorical_pipeline_column_transformer

2025-01-02 15:39

cache

4.46

✅

python_scripts/03_categorical_pipeline_ex_01

2025-01-02 15:39

cache

1.6

✅

python_scripts/03_categorical_pipeline_ex_02

2025-01-02 15:39

cache

5.69

✅

python_scripts/03_categorical_pipeline_sol_01

2025-01-02 15:39

cache

4.01

✅

python_scripts/03_categorical_pipeline_sol_02

2025-01-02 15:40

cache

26.03

✅

python_scripts/03_categorical_pipeline_visualization

2025-01-02 15:40

cache

1.88

✅

python_scripts/cross_validation_baseline

2025-01-02 15:40

cache

9.34

✅

python_scripts/cross_validation_ex_01

2025-01-02 15:40

cache

1.3

✅

python_scripts/cross_validation_ex_02

2025-01-02 15:40

cache

1.18

✅

python_scripts/cross_validation_grouping

2025-01-02 15:40

cache

6.3

✅

python_scripts/cross_validation_learning_curve

2025-01-02 15:40

cache

12.68

✅

python_scripts/cross_validation_nested

2025-01-02 15:41

cache

20.85

✅

python_scripts/cross_validation_sol_01

2025-01-02 15:41

cache

10.34

✅

python_scripts/cross_validation_sol_02

2025-01-02 15:41

cache

7.36

✅

python_scripts/cross_validation_stratification

2025-01-02 15:41

cache

3.26

✅

python_scripts/cross_validation_time

2025-01-02 15:41

cache

6.31

✅

python_scripts/cross_validation_train_test

2025-01-02 15:41

cache

10.56

✅

python_scripts/cross_validation_validation_curve

2025-01-02 15:42

cache

18.97

✅

python_scripts/datasets_adult_census

2025-01-02 15:42

cache

2.78

✅

python_scripts/datasets_ames_housing

2025-01-02 15:42

cache

9.23

✅

python_scripts/datasets_bike_rides

2025-01-02 15:42

cache

8.41

✅

python_scripts/datasets_blood_transfusion

2025-01-02 15:42

cache

5.81

✅

python_scripts/datasets_california_housing

2025-01-02 15:42

cache

14.96

✅

python_scripts/dev_features_importance

2025-01-02 15:43

cache

55.48

✅

python_scripts/ensemble_adaboost

2025-01-02 15:43

cache

3.17

✅

python_scripts/ensemble_bagging

2025-01-03 05:42

cache

7.41

✅

python_scripts/ensemble_ex_01

2025-01-02 15:44

cache

1.58

✅

python_scripts/ensemble_ex_02

2025-01-02 15:44

cache

1.66

✅

python_scripts/ensemble_ex_03

2025-01-02 15:44

cache

1.72

✅

python_scripts/ensemble_ex_04

2025-01-02 15:44

cache

1.67

✅

python_scripts/ensemble_gradient_boosting

2025-01-02 15:45

cache

65.29

✅

python_scripts/ensemble_hist_gradient_boosting

2025-01-02 15:45

cache

41.84

✅

python_scripts/ensemble_hyperparameters

2025-01-02 15:46

cache

59.29

✅

python_scripts/ensemble_introduction

2025-01-02 15:47

cache

23.69

✅

python_scripts/ensemble_random_forest

2025-01-02 15:47

cache

21.66

✅

python_scripts/ensemble_sol_01

2025-01-02 15:48

cache

22.25

✅

python_scripts/ensemble_sol_02

2025-01-02 15:48

cache

2.63

✅

python_scripts/ensemble_sol_03

2025-01-02 15:49

cache

62.92

✅

python_scripts/ensemble_sol_04

2025-01-02 15:49

cache

37.6

✅

python_scripts/feature_selection_ex_01

2025-01-02 15:49

cache

1.49

✅

python_scripts/feature_selection_introduction

2025-01-02 15:49

cache

12.67

✅

python_scripts/feature_selection_limitation_model

2025-01-02 15:50

cache

45.38

✅

python_scripts/feature_selection_sol_01

2025-01-02 15:50

cache

6.49

✅

python_scripts/linear_models_ex_01

2025-01-02 15:50

cache

1.07

✅

python_scripts/linear_models_ex_02

2025-01-02 15:50

cache

1.34

✅

python_scripts/linear_models_ex_03

2025-01-02 15:50

cache

1.41

✅

python_scripts/linear_models_ex_04

2025-01-02 15:50

cache

2.11

✅

python_scripts/linear_models_feature_engineering_classification

2025-01-02 15:51

cache

6.94

✅

python_scripts/linear_models_regularization

2025-01-02 15:51

cache

8.73

✅

python_scripts/linear_models_sol_01

2025-01-02 15:51

cache

2.05

✅

python_scripts/linear_models_sol_02

2025-01-02 15:51

cache

6.22

✅

python_scripts/linear_models_sol_03

2025-01-02 15:51

cache

15.14

✅

python_scripts/linear_models_sol_04

2025-01-02 15:51

cache

5.33

✅

python_scripts/linear_regression_in_sklearn

2025-01-02 15:51

cache

2.14

✅

python_scripts/linear_regression_non_linear_link

2025-01-02 15:51

cache

3.69

✅

python_scripts/linear_regression_without_sklearn

2025-01-02 15:51

cache

2.64

✅

python_scripts/logistic_regression

2025-01-02 15:51

cache

2.89

✅

python_scripts/metrics_classification

2025-01-03 05:42

cache

3.11

✅

python_scripts/metrics_ex_01

2025-01-02 15:51

cache

1.78

✅

python_scripts/metrics_ex_02

2025-01-02 15:51

cache

1.32

✅

python_scripts/metrics_regression

2025-01-02 15:52

cache

2.59

✅

python_scripts/metrics_sol_01

2025-01-02 15:52

cache

2.53

✅

python_scripts/metrics_sol_02

2025-01-02 15:52

cache

4.75

✅

python_scripts/parameter_tuning_ex_02

2025-01-02 15:52

cache

1.63

✅

python_scripts/parameter_tuning_ex_03

2025-01-02 15:52

cache

1.57

✅

python_scripts/parameter_tuning_grid_search

2025-01-02 15:52

cache

10.28

✅

python_scripts/parameter_tuning_manual

2025-01-02 15:52

cache

4.14

✅

python_scripts/parameter_tuning_nested

2025-01-02 15:52

cache

24.42

✅

python_scripts/parameter_tuning_parallel_plot

2025-01-02 15:52

cache

3.26

✅

python_scripts/parameter_tuning_randomized_search

2025-01-02 15:53

cache

25.15

✅

python_scripts/parameter_tuning_sol_02

2025-01-02 15:53

cache

6.09

✅

python_scripts/parameter_tuning_sol_03

2025-01-02 15:53

cache

19.72

✅

python_scripts/trees_classification

2025-01-02 15:53

cache

3.07

✅

python_scripts/trees_dataset

2025-01-02 15:53

cache

3.25

✅

python_scripts/trees_ex_01

2025-01-02 15:53

cache

1.65

✅

python_scripts/trees_ex_02

2025-01-02 15:53

cache

1.32

✅

python_scripts/trees_hyperparameters

2025-01-02 15:54

cache

5.78

✅

python_scripts/trees_regression

2025-01-02 15:54

cache

3.23

✅

python_scripts/trees_sol_01

2025-01-02 15:54

cache

3.03

✅

python_scripts/trees_sol_02

2025-01-02 15:54

cache

2.58

✅