Notebook timings

Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2026-01-15 15:23

cache

8.35

✅

python_scripts/01_tabular_data_exploration_ex_01

2026-01-15 15:23

cache

0.81

✅

python_scripts/01_tabular_data_exploration_sol_01

2026-01-15 15:23

cache

4.01

✅

python_scripts/02_numerical_pipeline_cross_validation

2026-01-15 15:23

cache

2.28

✅

python_scripts/02_numerical_pipeline_ex_00

2026-01-15 15:23

cache

1.92

✅

python_scripts/02_numerical_pipeline_ex_01

2026-01-15 15:23

cache

1.92

✅

python_scripts/02_numerical_pipeline_hands_on

2026-01-15 15:23

cache

2.12

✅

python_scripts/02_numerical_pipeline_introduction

2026-01-15 15:23

cache

5.09

✅

python_scripts/02_numerical_pipeline_scaling

2026-01-15 15:23

cache

3.22

✅

python_scripts/02_numerical_pipeline_sol_00

2026-01-15 15:24

cache

5.67

✅

python_scripts/02_numerical_pipeline_sol_01

2026-01-15 15:24

cache

1.81

✅

python_scripts/03_categorical_pipeline

2026-01-15 15:24

cache

3.02

✅

python_scripts/03_categorical_pipeline_column_transformer

2026-01-15 15:24

cache

4.52

✅

python_scripts/03_categorical_pipeline_ex_01

2026-01-15 15:24

cache

1.68

✅

python_scripts/03_categorical_pipeline_ex_02

2026-01-15 15:24

cache

5.86

✅

python_scripts/03_categorical_pipeline_sol_01

2026-01-15 15:24

cache

4.15

✅

python_scripts/03_categorical_pipeline_sol_02

2026-01-15 15:24

cache

26.56

✅

python_scripts/03_categorical_pipeline_visualization

2026-01-15 15:24

cache

2.11

✅

python_scripts/cross_validation_baseline

2026-01-15 15:25

cache

10.02

✅

python_scripts/cross_validation_ex_01

2026-01-15 15:25

cache

1.09

✅

python_scripts/cross_validation_ex_02

2026-01-15 15:25

cache

1.21

✅

python_scripts/cross_validation_grouping

2026-01-15 15:25

cache

6.53

✅

python_scripts/cross_validation_learning_curve

2026-01-15 15:25

cache

12.98

✅

python_scripts/cross_validation_nested

2026-01-15 15:25

cache

21.45

✅

python_scripts/cross_validation_sol_01

2026-01-15 15:25

cache

10.77

✅

python_scripts/cross_validation_sol_02

2026-01-15 15:26

cache

7.63

✅

python_scripts/cross_validation_stratification

2026-01-15 15:26

cache

3.3

✅

python_scripts/cross_validation_time

2026-01-15 15:26

cache

6.43

✅

python_scripts/cross_validation_train_test

2026-01-15 15:26

cache

10.76

✅

python_scripts/cross_validation_validation_curve

2026-01-15 15:26

cache

19.19

✅

python_scripts/datasets_adult_census

2026-01-15 15:26

cache

2.67

✅

python_scripts/datasets_ames_housing

2026-01-15 15:26

cache

9.61

✅

python_scripts/datasets_bike_rides

2026-01-15 15:27

cache

8.79

✅

python_scripts/datasets_blood_transfusion

2026-01-15 15:27

cache

6.07

✅

python_scripts/datasets_california_housing

2026-01-15 15:27

cache

15.13

✅

python_scripts/dev_features_importance

2026-01-15 15:28

cache

55.75

✅

python_scripts/ensemble_adaboost

2026-01-15 15:28

cache

3.17

✅

python_scripts/ensemble_bagging

2026-01-15 15:28

cache

5.2

✅

python_scripts/ensemble_ex_01

2026-01-15 15:28

cache

1.64

✅

python_scripts/ensemble_ex_02

2026-01-15 15:28

cache

1.7

✅

python_scripts/ensemble_ex_03

2026-01-15 15:28

cache

1.65

✅

python_scripts/ensemble_ex_04

2026-01-15 15:28

cache

1.84

✅

python_scripts/ensemble_gradient_boosting

2026-01-15 15:29

cache

66.13

✅

python_scripts/ensemble_hist_gradient_boosting

2026-01-15 15:30

cache

63.59

✅

python_scripts/ensemble_hyperparameters

2026-01-15 15:32

cache

91.63

✅

python_scripts/ensemble_introduction

2026-01-15 15:32

cache

23.91

✅

python_scripts/ensemble_random_forest

2026-01-15 15:33

cache

21.68

✅

python_scripts/ensemble_sol_01

2026-01-15 15:33

cache

22.25

✅

python_scripts/ensemble_sol_02

2026-01-15 15:33

cache

2.33

✅

python_scripts/ensemble_sol_03

2026-01-15 15:35

cache

93.47

✅

python_scripts/ensemble_sol_04

2026-01-15 15:36

cache

57.03

✅

python_scripts/feature_selection_ex_01

2026-01-15 15:36

cache

1.84

✅

python_scripts/feature_selection_introduction

2026-01-15 15:36

cache

13.0

✅

python_scripts/feature_selection_limitation_model

2026-01-15 15:37

cache

46.38

✅

python_scripts/feature_selection_sol_01

2026-01-15 15:37

cache

6.49

✅

python_scripts/linear_models_ex_01

2026-01-19 09:44

cache

1.45

✅

python_scripts/linear_models_ex_02

2026-01-15 15:37

cache

1.34

✅

python_scripts/linear_models_ex_03

2026-01-15 15:37

cache

1.27

✅

python_scripts/linear_models_ex_04

2026-01-15 15:37

cache

2.09

✅

python_scripts/linear_models_feature_engineering_classification

2026-01-15 15:37

cache

7.15

✅

python_scripts/linear_models_regularization

2026-01-15 15:37

cache

8.66

✅

python_scripts/linear_models_sol_01

2026-01-19 09:44

cache

2.86

✅

python_scripts/linear_models_sol_02

2026-01-15 15:37

cache

6.19

✅

python_scripts/linear_models_sol_03

2026-01-15 15:37

cache

15.52

✅

python_scripts/linear_models_sol_04

2026-01-15 15:38

cache

5.84

✅

python_scripts/linear_regression_in_sklearn

2026-01-15 15:38

cache

2.24

✅

python_scripts/linear_regression_non_linear_link

2026-01-15 15:38

cache

3.7

✅

python_scripts/linear_regression_without_sklearn

2026-01-15 15:38

cache

2.68

✅

python_scripts/logistic_regression

2026-01-15 15:38

cache

3.07

✅

python_scripts/metrics_classification

2026-01-15 15:38

cache

3.33

✅

python_scripts/metrics_ex_01

2026-01-15 15:38

cache

1.67

✅

python_scripts/metrics_ex_02

2026-01-15 15:38

cache

1.12

✅

python_scripts/metrics_regression

2026-01-15 15:38

cache

2.44

✅

python_scripts/metrics_sol_01

2026-01-15 15:38

cache

2.64

✅

python_scripts/metrics_sol_02

2026-01-15 15:38

cache

4.9

✅

python_scripts/parameter_tuning_ex_02

2026-01-15 15:38

cache

1.92

✅

python_scripts/parameter_tuning_ex_03

2026-01-15 15:38

cache

1.65

✅

python_scripts/parameter_tuning_grid_search

2026-01-15 15:38

cache

10.62

✅

python_scripts/parameter_tuning_manual

2026-01-15 15:38

cache

4.52

✅

python_scripts/parameter_tuning_nested

2026-01-15 15:39

cache

24.41

✅

python_scripts/parameter_tuning_parallel_plot

2026-01-15 15:39

cache

3.2

✅

python_scripts/parameter_tuning_randomized_search

2026-01-15 15:39

cache

25.87

✅

python_scripts/parameter_tuning_sol_02

2026-01-15 15:39

cache

6.2

✅

python_scripts/parameter_tuning_sol_03

2026-01-15 15:40

cache

19.69

✅

python_scripts/trees_classification

2026-01-15 15:40

cache

3.07

✅

python_scripts/trees_dataset

2026-01-15 15:40

cache

3.06

✅

python_scripts/trees_ex_01

2026-01-15 15:40

cache

1.62

✅

python_scripts/trees_ex_02

2026-01-15 15:40

cache

1.31

✅

python_scripts/trees_hyperparameters

2026-01-15 15:40

cache

5.44

✅

python_scripts/trees_regression

2026-01-15 15:40

cache

3.13

✅

python_scripts/trees_sol_01

2026-01-15 15:40

cache

3.1

✅

python_scripts/trees_sol_02

2026-01-15 15:40

cache

2.55

✅