Notebook timings

Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2025-09-10 13:33

cache

7.51

✅

python_scripts/01_tabular_data_exploration_ex_01

2025-09-10 13:33

cache

0.76

✅

python_scripts/01_tabular_data_exploration_sol_01

2025-09-10 13:34

cache

3.72

✅

python_scripts/02_numerical_pipeline_cross_validation

2025-09-10 13:34

cache

2.46

✅

python_scripts/02_numerical_pipeline_ex_00

2025-09-10 13:34

cache

1.67

✅

python_scripts/02_numerical_pipeline_ex_01

2025-09-10 13:34

cache

1.73

✅

python_scripts/02_numerical_pipeline_hands_on

2025-09-10 13:34

cache

2.1

✅

python_scripts/02_numerical_pipeline_introduction

2025-09-10 13:34

cache

4.95

✅

python_scripts/02_numerical_pipeline_scaling

2025-09-10 13:34

cache

3.21

✅

python_scripts/02_numerical_pipeline_sol_00

2025-09-10 13:34

cache

5.44

✅

python_scripts/02_numerical_pipeline_sol_01

2025-09-10 13:34

cache

1.66

✅

python_scripts/03_categorical_pipeline

2025-09-10 13:34

cache

3.18

✅

python_scripts/03_categorical_pipeline_column_transformer

2025-09-10 13:34

cache

4.3

✅

python_scripts/03_categorical_pipeline_ex_01

2025-09-10 13:34

cache

1.87

✅

python_scripts/03_categorical_pipeline_ex_02

2025-09-10 13:34

cache

5.93

✅

python_scripts/03_categorical_pipeline_sol_01

2025-09-10 13:34

cache

4.13

✅

python_scripts/03_categorical_pipeline_sol_02

2025-09-10 13:35

cache

26.13

✅

python_scripts/03_categorical_pipeline_visualization

2025-09-10 13:35

cache

1.98

✅

python_scripts/cross_validation_baseline

2025-09-10 13:35

cache

9.52

✅

python_scripts/cross_validation_ex_01

2025-09-10 13:35

cache

1.14

✅

python_scripts/cross_validation_ex_02

2025-09-10 13:35

cache

1.35

✅

python_scripts/cross_validation_grouping

2025-09-10 13:35

cache

6.55

✅

python_scripts/cross_validation_learning_curve

2025-09-10 13:35

cache

12.73

✅

python_scripts/cross_validation_nested

2025-09-10 13:36

cache

20.92

✅

python_scripts/cross_validation_sol_01

2025-09-10 13:36

cache

10.49

✅

python_scripts/cross_validation_sol_02

2025-09-10 13:36

cache

7.35

✅

python_scripts/cross_validation_stratification

2025-09-10 13:36

cache

3.3

✅

python_scripts/cross_validation_time

2025-09-10 13:36

cache

6.32

✅

python_scripts/cross_validation_train_test

2025-09-10 13:36

cache

10.52

✅

python_scripts/cross_validation_validation_curve

2025-09-10 13:37

cache

19.03

✅

python_scripts/datasets_adult_census

2025-09-10 13:37

cache

2.81

✅

python_scripts/datasets_ames_housing

2025-09-10 13:37

cache

9.31

✅

python_scripts/datasets_bike_rides

2025-09-10 13:37

cache

8.58

✅

python_scripts/datasets_blood_transfusion

2025-09-10 13:37

cache

5.85

✅

python_scripts/datasets_california_housing

2025-09-10 13:37

cache

14.99

✅

python_scripts/dev_features_importance

2025-09-10 13:38

cache

55.34

✅

python_scripts/ensemble_adaboost

2025-09-10 13:38

cache

3.02

✅

python_scripts/ensemble_bagging

2025-09-10 13:38

cache

4.95

✅

python_scripts/ensemble_ex_01

2025-09-10 13:38

cache

1.61

✅

python_scripts/ensemble_ex_02

2025-09-10 13:38

cache

1.47

✅

python_scripts/ensemble_ex_03

2025-09-10 13:38

cache

1.65

✅

python_scripts/ensemble_ex_04

2025-09-10 13:38

cache

1.77

✅

python_scripts/ensemble_gradient_boosting

2025-09-10 13:40

cache

65.71

✅

python_scripts/ensemble_hist_gradient_boosting

2025-09-10 13:40

cache

41.9

✅

python_scripts/ensemble_hyperparameters

2025-09-10 13:41

cache

58.94

✅

python_scripts/ensemble_introduction

2025-09-10 13:42

cache

23.86

✅

python_scripts/ensemble_random_forest

2025-09-10 13:42

cache

21.61

✅

python_scripts/ensemble_sol_01

2025-09-10 13:42

cache

24.17

✅

python_scripts/ensemble_sol_02

2025-09-10 13:42

cache

2.28

✅

python_scripts/ensemble_sol_03

2025-09-10 13:44

cache

91.96

✅

python_scripts/ensemble_sol_04

2025-09-10 13:45

cache

38.11

✅

python_scripts/feature_selection_ex_01

2025-09-10 13:45

cache

1.76

✅

python_scripts/feature_selection_introduction

2025-09-10 13:45

cache

13.47

✅

python_scripts/feature_selection_limitation_model

2025-09-10 13:46

cache

46.39

✅

python_scripts/feature_selection_sol_01

2025-09-10 13:46

cache

6.69

✅

python_scripts/linear_models_ex_01

2025-09-10 13:46

cache

1.33

✅

python_scripts/linear_models_ex_02

2025-09-10 13:46

cache

1.18

✅

python_scripts/linear_models_ex_03

2025-09-10 13:46

cache

1.25

✅

python_scripts/linear_models_ex_04

2025-09-10 13:46

cache

2.36

✅

python_scripts/linear_models_feature_engineering_classification

2025-09-10 13:46

cache

7.21

✅

python_scripts/linear_models_regularization

2025-09-10 13:46

cache

8.66

✅

python_scripts/linear_models_sol_01

2025-09-10 13:46

cache

2.24

✅

python_scripts/linear_models_sol_02

2025-09-10 13:46

cache

6.34

✅

python_scripts/linear_models_sol_03

2025-09-10 13:46

cache

15.46

✅

python_scripts/linear_models_sol_04

2025-09-10 13:47

cache

5.7

✅

python_scripts/linear_regression_in_sklearn

2025-09-10 13:47

cache

2.35

✅

python_scripts/linear_regression_non_linear_link

2025-09-10 13:47

cache

3.64

✅

python_scripts/linear_regression_without_sklearn

2025-09-10 13:47

cache

2.88

✅

python_scripts/logistic_regression

2025-09-10 13:47

cache

3.21

✅

python_scripts/metrics_classification

2025-09-10 13:47

cache

3.2

✅

python_scripts/metrics_ex_01

2025-09-10 13:47

cache

1.86

✅

python_scripts/metrics_ex_02

2025-09-10 13:47

cache

1.11

✅

python_scripts/metrics_regression

2025-09-10 13:47

cache

2.74

✅

python_scripts/metrics_sol_01

2025-09-10 13:47

cache

2.61

✅

python_scripts/metrics_sol_02

2025-09-10 13:47

cache

4.97

✅

python_scripts/parameter_tuning_ex_02

2025-09-10 13:47

cache

1.82

✅

python_scripts/parameter_tuning_ex_03

2025-09-10 13:47

cache

1.68

✅

python_scripts/parameter_tuning_grid_search

2025-09-10 13:47

cache

10.63

✅

python_scripts/parameter_tuning_manual

2025-09-10 13:47

cache

4.52

✅

python_scripts/parameter_tuning_nested

2025-09-10 13:48

cache

24.83

✅

python_scripts/parameter_tuning_parallel_plot

2025-09-10 13:48

cache

3.17

✅

python_scripts/parameter_tuning_randomized_search

2025-09-10 13:48

cache

32.14

✅

python_scripts/parameter_tuning_sol_02

2025-09-10 13:49

cache

6.1

✅

python_scripts/parameter_tuning_sol_03

2025-09-10 13:49

cache

19.73

✅

python_scripts/trees_classification

2025-09-10 13:49

cache

3.07

✅

python_scripts/trees_dataset

2025-09-10 13:49

cache

3.06

✅

python_scripts/trees_ex_01

2025-09-10 13:49

cache

1.65

✅

python_scripts/trees_ex_02

2025-09-10 13:49

cache

1.13

✅

python_scripts/trees_hyperparameters

2025-09-10 13:49

cache

5.51

✅

python_scripts/trees_regression

2025-09-10 13:49

cache

3.14

✅

python_scripts/trees_sol_01

2025-09-10 13:49

cache

2.95

✅

python_scripts/trees_sol_02

2025-09-10 13:49

cache

2.75

✅