Notebook timings

Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2025-09-26 09:21

cache

9.76

✅

python_scripts/01_tabular_data_exploration_ex_01

2025-09-26 09:21

cache

0.76

✅

python_scripts/01_tabular_data_exploration_sol_01

2025-09-26 09:21

cache

3.85

✅

python_scripts/02_numerical_pipeline_cross_validation

2025-09-26 09:21

cache

2.25

✅

python_scripts/02_numerical_pipeline_ex_00

2025-09-26 09:21

cache

1.68

✅

python_scripts/02_numerical_pipeline_ex_01

2025-09-26 09:21

cache

1.74

✅

python_scripts/02_numerical_pipeline_hands_on

2025-09-26 09:21

cache

2.1

✅

python_scripts/02_numerical_pipeline_introduction

2025-09-26 09:21

cache

5.21

✅

python_scripts/02_numerical_pipeline_scaling

2025-09-26 09:21

cache

3.26

✅

python_scripts/02_numerical_pipeline_sol_00

2025-09-26 09:21

cache

5.42

✅

python_scripts/02_numerical_pipeline_sol_01

2025-09-26 09:21

cache

1.78

✅

python_scripts/03_categorical_pipeline

2025-09-26 09:21

cache

3.18

✅

python_scripts/03_categorical_pipeline_column_transformer

2025-09-26 09:21

cache

4.54

✅

python_scripts/03_categorical_pipeline_ex_01

2025-09-26 09:21

cache

1.69

✅

python_scripts/03_categorical_pipeline_ex_02

2025-10-02 14:18

cache

6.58

✅

python_scripts/03_categorical_pipeline_sol_01

2025-09-26 09:21

cache

4.22

✅

python_scripts/03_categorical_pipeline_sol_02

2025-10-02 14:18

cache

26.41

✅

python_scripts/03_categorical_pipeline_visualization

2025-09-26 09:22

cache

1.94

✅

python_scripts/cross_validation_baseline

2025-09-26 09:22

cache

10.22

✅

python_scripts/cross_validation_ex_01

2025-09-26 09:22

cache

1.14

✅

python_scripts/cross_validation_ex_02

2025-09-26 09:22

cache

1.15

✅

python_scripts/cross_validation_grouping

2025-09-26 09:22

cache

6.6

✅

python_scripts/cross_validation_learning_curve

2025-09-26 09:22

cache

12.78

✅

python_scripts/cross_validation_nested

2025-09-26 09:23

cache

21.07

✅

python_scripts/cross_validation_sol_01

2025-09-26 09:23

cache

10.84

✅

python_scripts/cross_validation_sol_02

2025-09-26 09:23

cache

7.8

✅

python_scripts/cross_validation_stratification

2025-09-26 09:23

cache

3.39

✅

python_scripts/cross_validation_time

2025-09-26 09:23

cache

6.48

✅

python_scripts/cross_validation_train_test

2025-09-26 09:23

cache

10.73

✅

python_scripts/cross_validation_validation_curve

2025-09-26 09:24

cache

19.38

✅

python_scripts/datasets_adult_census

2025-09-26 09:24

cache

2.82

✅

python_scripts/datasets_ames_housing

2025-09-26 09:24

cache

9.61

✅

python_scripts/datasets_bike_rides

2025-09-26 09:24

cache

8.92

✅

python_scripts/datasets_blood_transfusion

2025-09-26 09:24

cache

6.14

✅

python_scripts/datasets_california_housing

2025-09-26 09:24

cache

15.3

✅

python_scripts/dev_features_importance

2025-09-26 09:25

cache

55.13

✅

python_scripts/ensemble_adaboost

2025-09-26 09:25

cache

3.24

✅

python_scripts/ensemble_bagging

2025-09-26 09:26

cache

5.14

✅

python_scripts/ensemble_ex_01

2025-09-26 09:26

cache

1.62

✅

python_scripts/ensemble_ex_02

2025-09-26 09:26

cache

1.68

✅

python_scripts/ensemble_ex_03

2025-09-26 09:26

cache

1.71

✅

python_scripts/ensemble_ex_04

2025-09-26 09:26

cache

1.59

✅

python_scripts/ensemble_gradient_boosting

2025-09-26 09:27

cache

67.04

✅

python_scripts/ensemble_hist_gradient_boosting

2025-09-26 09:28

cache

63.36

✅

python_scripts/ensemble_hyperparameters

2025-09-26 09:29

cache

90.75

✅

python_scripts/ensemble_introduction

2025-09-26 09:30

cache

23.62

✅

python_scripts/ensemble_random_forest

2025-09-26 09:30

cache

21.74

✅

python_scripts/ensemble_sol_01

2025-09-26 09:30

cache

22.4

✅

python_scripts/ensemble_sol_02

2025-09-26 09:30

cache

2.18

✅

python_scripts/ensemble_sol_03

2025-09-26 09:32

cache

91.07

✅

python_scripts/ensemble_sol_04

2025-09-26 09:33

cache

56.8

✅

python_scripts/feature_selection_ex_01

2025-09-26 09:33

cache

1.62

✅

python_scripts/feature_selection_introduction

2025-09-26 09:33

cache

12.94

✅

python_scripts/feature_selection_limitation_model

2025-09-26 09:34

cache

45.79

✅

python_scripts/feature_selection_sol_01

2025-09-26 09:34

cache

6.48

✅

python_scripts/linear_models_ex_01

2025-09-26 09:34

cache

1.28

✅

python_scripts/linear_models_ex_02

2025-09-26 09:34

cache

1.12

✅

python_scripts/linear_models_ex_03

2025-09-26 09:34

cache

1.28

✅

python_scripts/linear_models_ex_04

2025-09-26 09:34

cache

2.01

✅

python_scripts/linear_models_feature_engineering_classification

2025-09-26 09:34

cache

7.24

✅

python_scripts/linear_models_regularization

2025-09-26 09:34

cache

8.43

✅

python_scripts/linear_models_sol_01

2025-09-26 09:34

cache

2.2

✅

python_scripts/linear_models_sol_02

2025-09-26 09:35

cache

6.09

✅

python_scripts/linear_models_sol_03

2025-09-26 09:35

cache

15.21

✅

python_scripts/linear_models_sol_04

2025-09-26 09:35

cache

5.39

✅

python_scripts/linear_regression_in_sklearn

2025-09-26 09:35

cache

2.24

✅

python_scripts/linear_regression_non_linear_link

2025-09-26 09:35

cache

3.44

✅

python_scripts/linear_regression_without_sklearn

2025-09-26 09:35

cache

2.91

✅

python_scripts/logistic_regression

2025-09-26 09:35

cache

3.21

✅

python_scripts/metrics_classification

2025-09-26 09:35

cache

3.15

✅

python_scripts/metrics_ex_01

2025-09-26 09:35

cache

1.7

✅

python_scripts/metrics_ex_02

2025-09-26 09:35

cache

1.09

✅

python_scripts/metrics_regression

2025-09-26 09:35

cache

2.64

✅

python_scripts/metrics_sol_01

2025-09-26 09:35

cache

2.31

✅

python_scripts/metrics_sol_02

2025-09-26 09:35

cache

4.89

✅

python_scripts/parameter_tuning_ex_02

2025-09-26 09:35

cache

1.71

✅

python_scripts/parameter_tuning_ex_03

2025-09-26 09:35

cache

1.85

✅

python_scripts/parameter_tuning_grid_search

2025-09-26 09:36

cache

10.42

✅

python_scripts/parameter_tuning_manual

2025-09-26 09:36

cache

4.44

✅

python_scripts/parameter_tuning_nested

2025-09-26 09:36

cache

24.21

✅

python_scripts/parameter_tuning_parallel_plot

2025-09-26 09:36

cache

3.26

✅

python_scripts/parameter_tuning_randomized_search

2025-09-26 09:37

cache

29.46

✅

python_scripts/parameter_tuning_sol_02

2025-09-26 09:37

cache

5.94

✅

python_scripts/parameter_tuning_sol_03

2025-09-26 09:37

cache

19.57

✅

python_scripts/trees_classification

2025-09-26 09:37

cache

3.01

✅

python_scripts/trees_dataset

2025-09-26 09:37

cache

2.89

✅

python_scripts/trees_ex_01

2025-09-26 09:37

cache

1.61

✅

python_scripts/trees_ex_02

2025-09-26 09:37

cache

1.09

✅

python_scripts/trees_hyperparameters

2025-09-26 09:37

cache

5.51

✅

python_scripts/trees_regression

2025-09-26 09:37

cache

3.19

✅

python_scripts/trees_sol_01

2025-09-26 09:37

cache

3.05

✅

python_scripts/trees_sol_02

2025-09-26 09:37

cache

2.6

✅