Notebook timings

Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2025-08-07 09:47

cache

7.77

✅

python_scripts/01_tabular_data_exploration_ex_01

2025-08-07 09:47

cache

0.76

✅

python_scripts/01_tabular_data_exploration_sol_01

2025-08-07 09:47

cache

3.74

✅

python_scripts/02_numerical_pipeline_cross_validation

2025-08-07 09:47

cache

2.18

✅

python_scripts/02_numerical_pipeline_ex_00

2025-08-07 09:47

cache

1.57

✅

python_scripts/02_numerical_pipeline_ex_01

2025-08-07 09:47

cache

1.63

✅

python_scripts/02_numerical_pipeline_hands_on

2025-08-07 09:47

cache

1.97

✅

python_scripts/02_numerical_pipeline_introduction

2025-08-07 09:48

cache

4.95

✅

python_scripts/02_numerical_pipeline_scaling

2025-08-07 09:48

cache

3.14

✅

python_scripts/02_numerical_pipeline_sol_00

2025-08-07 09:48

cache

5.71

✅

python_scripts/02_numerical_pipeline_sol_01

2025-08-07 09:48

cache

1.84

✅

python_scripts/03_categorical_pipeline

2025-08-07 09:48

cache

3.19

✅

python_scripts/03_categorical_pipeline_column_transformer

2025-08-07 09:48

cache

4.3

✅

python_scripts/03_categorical_pipeline_ex_01

2025-08-07 09:48

cache

1.71

✅

python_scripts/03_categorical_pipeline_ex_02

2025-08-07 09:48

cache

5.72

✅

python_scripts/03_categorical_pipeline_sol_01

2025-08-07 09:48

cache

4.16

✅

python_scripts/03_categorical_pipeline_sol_02

2025-08-07 09:48

cache

25.88

✅

python_scripts/03_categorical_pipeline_visualization

2025-08-07 09:49

cache

2.09

✅

python_scripts/cross_validation_baseline

2025-08-07 09:49

cache

10.55

✅

python_scripts/cross_validation_ex_01

2025-08-07 09:49

cache

1.16

✅

python_scripts/cross_validation_ex_02

2025-08-07 09:49

cache

1.1

✅

python_scripts/cross_validation_grouping

2025-08-07 09:49

cache

6.38

✅

python_scripts/cross_validation_learning_curve

2025-08-07 09:49

cache

12.83

✅

python_scripts/cross_validation_nested

2025-08-07 09:49

cache

20.99

✅

python_scripts/cross_validation_sol_01

2025-08-07 09:50

cache

10.63

✅

python_scripts/cross_validation_sol_02

2025-08-07 09:50

cache

7.64

✅

python_scripts/cross_validation_stratification

2025-08-07 09:50

cache

3.3

✅

python_scripts/cross_validation_time

2025-08-07 09:50

cache

6.15

✅

python_scripts/cross_validation_train_test

2025-08-07 09:50

cache

10.57

✅

python_scripts/cross_validation_validation_curve

2025-08-07 09:50

cache

18.88

✅

python_scripts/datasets_adult_census

2025-08-07 12:25

cache

4.11

✅

python_scripts/datasets_ames_housing

2025-08-07 09:51

cache

9.25

✅

python_scripts/datasets_bike_rides

2025-08-07 09:51

cache

8.48

✅

python_scripts/datasets_blood_transfusion

2025-08-07 09:51

cache

5.79

✅

python_scripts/datasets_california_housing

2025-08-07 09:51

cache

14.89

✅

python_scripts/dev_features_importance

2025-08-07 09:52

cache

54.97

✅

python_scripts/ensemble_adaboost

2025-08-07 09:52

cache

3.03

✅

python_scripts/ensemble_bagging

2025-08-07 09:52

cache

4.85

✅

python_scripts/ensemble_ex_01

2025-08-07 09:52

cache

1.52

✅

python_scripts/ensemble_ex_02

2025-08-07 09:52

cache

1.52

✅

python_scripts/ensemble_ex_03

2025-08-07 09:52

cache

1.7

✅

python_scripts/ensemble_ex_04

2025-08-07 09:52

cache

1.59

✅

python_scripts/ensemble_gradient_boosting

2025-08-07 09:53

cache

65.95

✅

python_scripts/ensemble_hist_gradient_boosting

2025-08-07 09:54

cache

41.79

✅

python_scripts/ensemble_hyperparameters

2025-08-07 09:55

cache

58.78

✅

python_scripts/ensemble_introduction

2025-08-07 09:55

cache

23.49

✅

python_scripts/ensemble_random_forest

2025-08-07 09:56

cache

21.74

✅

python_scripts/ensemble_sol_01

2025-08-07 09:56

cache

23.47

✅

python_scripts/ensemble_sol_02

2025-08-07 09:56

cache

2.19

✅

python_scripts/ensemble_sol_03

2025-08-07 09:58

cache

93.99

✅

python_scripts/ensemble_sol_04

2025-08-07 09:58

cache

37.48

✅

python_scripts/feature_selection_ex_01

2025-08-07 09:58

cache

1.7

✅

python_scripts/feature_selection_introduction

2025-08-07 09:59

cache

12.82

✅

python_scripts/feature_selection_limitation_model

2025-08-07 09:59

cache

46.82

✅

python_scripts/feature_selection_sol_01

2025-08-07 10:00

cache

6.48

✅

python_scripts/linear_models_ex_01

2025-08-07 10:00

cache

1.16

✅

python_scripts/linear_models_ex_02

2025-08-07 10:00

cache

1.19

✅

python_scripts/linear_models_ex_03

2025-08-07 10:00

cache

1.22

✅

python_scripts/linear_models_ex_04

2025-08-07 10:00

cache

2.09

✅

python_scripts/linear_models_feature_engineering_classification

2025-08-07 10:00

cache

7.07

✅

python_scripts/linear_models_regularization

2025-08-07 10:00

cache

8.75

✅

python_scripts/linear_models_sol_01

2025-08-07 10:00

cache

2.19

✅

python_scripts/linear_models_sol_02

2025-08-07 10:00

cache

6.19

✅

python_scripts/linear_models_sol_03

2025-08-07 10:00

cache

15.07

✅

python_scripts/linear_models_sol_04

2025-08-07 10:00

cache

5.49

✅

python_scripts/linear_regression_in_sklearn

2025-08-07 10:00

cache

2.33

✅

python_scripts/linear_regression_non_linear_link

2025-08-07 10:00

cache

3.47

✅

python_scripts/linear_regression_without_sklearn

2025-08-07 10:01

cache

2.74

✅

python_scripts/logistic_regression

2025-08-07 10:01

cache

3.11

✅

python_scripts/metrics_classification

2025-08-07 10:01

cache

2.99

✅

python_scripts/metrics_ex_01

2025-08-07 10:01

cache

1.76

✅

python_scripts/metrics_ex_02

2025-08-07 10:01

cache

1.29

✅

python_scripts/metrics_regression

2025-08-07 10:01

cache

2.67

✅

python_scripts/metrics_sol_01

2025-08-07 10:01

cache

2.3

✅

python_scripts/metrics_sol_02

2025-08-07 10:01

cache

4.81

✅

python_scripts/parameter_tuning_ex_02

2025-08-07 10:01

cache

1.92

✅

python_scripts/parameter_tuning_ex_03

2025-08-07 10:01

cache

1.49

✅

python_scripts/parameter_tuning_grid_search

2025-08-07 12:25

cache

2.19

❌

python_scripts/parameter_tuning_manual

2025-08-07 10:01

cache

4.3

✅

python_scripts/parameter_tuning_nested

2025-08-07 10:01

cache

24.49

✅

python_scripts/parameter_tuning_parallel_plot

2025-08-07 12:25

cache

2.94

✅

python_scripts/parameter_tuning_randomized_search

2025-08-07 10:02

cache

30.03

✅

python_scripts/parameter_tuning_sol_02

2025-08-07 10:02

cache

5.95

✅

python_scripts/parameter_tuning_sol_03

2025-08-07 12:25

cache

21.01

✅

python_scripts/trees_classification

2025-08-07 10:02

cache

2.91

✅

python_scripts/trees_dataset

2025-08-07 10:03

cache

3.01

✅

python_scripts/trees_ex_01

2025-08-07 10:03

cache

1.89

✅

python_scripts/trees_ex_02

2025-08-07 10:03

cache

1.21

✅

python_scripts/trees_hyperparameters

2025-08-07 10:03

cache

5.49

✅

python_scripts/trees_regression

2025-08-07 10:03

cache

3.15

✅

python_scripts/trees_sol_01

2025-08-07 10:03

cache

2.86

✅

python_scripts/trees_sol_02

2025-08-07 10:03

cache

2.57

✅