Notebook timings

Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2025-05-09 15:26

cache

7.46

✅

python_scripts/01_tabular_data_exploration_ex_01

2025-05-09 15:26

cache

0.97

✅

python_scripts/01_tabular_data_exploration_sol_01

2025-05-09 15:27

cache

3.84

✅

python_scripts/02_numerical_pipeline_cross_validation

2025-05-09 15:27

cache

2.19

✅

python_scripts/02_numerical_pipeline_ex_00

2025-05-09 15:27

cache

1.9

✅

python_scripts/02_numerical_pipeline_ex_01

2025-05-09 15:27

cache

1.64

✅

python_scripts/02_numerical_pipeline_hands_on

2025-05-09 15:27

cache

2.19

✅

python_scripts/02_numerical_pipeline_introduction

2025-05-09 15:27

cache

5.09

✅

python_scripts/02_numerical_pipeline_scaling

2025-05-09 15:27

cache

3.41

✅

python_scripts/02_numerical_pipeline_sol_00

2025-05-09 15:27

cache

5.72

✅

python_scripts/02_numerical_pipeline_sol_01

2025-05-09 15:27

cache

1.97

✅

python_scripts/03_categorical_pipeline

2025-05-09 15:27

cache

3.26

✅

python_scripts/03_categorical_pipeline_column_transformer

2025-05-27 15:17

cache

4.4

✅

python_scripts/03_categorical_pipeline_ex_01

2025-05-09 15:27

cache

1.73

✅

python_scripts/03_categorical_pipeline_ex_02

2025-05-27 15:17

cache

5.86

✅

python_scripts/03_categorical_pipeline_sol_01

2025-05-09 15:27

cache

4.25

✅

python_scripts/03_categorical_pipeline_sol_02

2025-05-27 15:17

cache

26.93

✅

python_scripts/03_categorical_pipeline_visualization

2025-05-09 15:28

cache

1.88

✅

python_scripts/cross_validation_baseline

2025-05-09 15:28

cache

10.26

✅

python_scripts/cross_validation_ex_01

2025-05-09 15:28

cache

1.19

✅

python_scripts/cross_validation_ex_02

2025-05-09 15:28

cache

1.32

✅

python_scripts/cross_validation_grouping

2025-05-09 15:28

cache

6.6

✅

python_scripts/cross_validation_learning_curve

2025-05-09 15:28

cache

12.92

✅

python_scripts/cross_validation_nested

2025-05-09 15:29

cache

21.33

✅

python_scripts/cross_validation_sol_01

2025-05-09 15:29

cache

10.74

✅

python_scripts/cross_validation_sol_02

2025-05-09 15:29

cache

7.48

✅

python_scripts/cross_validation_stratification

2025-05-09 15:29

cache

3.3

✅

python_scripts/cross_validation_time

2025-05-19 14:27

cache

7.42

✅

python_scripts/cross_validation_train_test

2025-05-09 15:29

cache

10.66

✅

python_scripts/cross_validation_validation_curve

2025-05-09 15:30

cache

19.24

✅

python_scripts/datasets_adult_census

2025-05-09 15:30

cache

2.7

✅

python_scripts/datasets_ames_housing

2025-05-09 15:30

cache

9.75

✅

python_scripts/datasets_bike_rides

2025-05-27 12:52

cache

9.0

✅

python_scripts/datasets_blood_transfusion

2025-05-09 15:30

cache

5.99

✅

python_scripts/datasets_california_housing

2025-05-09 15:30

cache

15.25

✅

python_scripts/dev_features_importance

2025-05-09 15:31

cache

55.31

✅

python_scripts/ensemble_adaboost

2025-05-27 12:52

cache

3.27

✅

python_scripts/ensemble_bagging

2025-05-09 15:31

cache

5.07

✅

python_scripts/ensemble_ex_01

2025-05-09 15:31

cache

1.82

✅

python_scripts/ensemble_ex_02

2025-05-09 15:31

cache

1.67

✅

python_scripts/ensemble_ex_03

2025-05-27 15:17

cache

3.03

✅

python_scripts/ensemble_ex_04

2025-05-09 15:32

cache

1.69

✅

python_scripts/ensemble_gradient_boosting

2025-05-09 15:33

cache

66.45

✅

python_scripts/ensemble_hist_gradient_boosting

2025-05-09 15:33

cache

42.42

✅

python_scripts/ensemble_hyperparameters

2025-05-09 15:34

cache

59.77

✅

python_scripts/ensemble_introduction

2025-05-09 15:35

cache

24.14

✅

python_scripts/ensemble_random_forest

2025-05-09 15:35

cache

22.03

✅

python_scripts/ensemble_sol_01

2025-05-09 15:36

cache

24.13

✅

python_scripts/ensemble_sol_02

2025-05-09 15:36

cache

2.39

✅

python_scripts/ensemble_sol_03

2025-05-09 15:37

cache

92.11

✅

python_scripts/ensemble_sol_04

2025-05-09 15:38

cache

38.41

✅

python_scripts/feature_selection_ex_01

2025-05-09 15:38

cache

1.68

✅

python_scripts/feature_selection_introduction

2025-05-09 15:38

cache

13.17

✅

python_scripts/feature_selection_limitation_model

2025-05-09 15:39

cache

46.28

✅

python_scripts/feature_selection_sol_01

2025-05-09 15:39

cache

6.73

✅

python_scripts/linear_models_ex_01

2025-05-09 15:39

cache

1.35

✅

python_scripts/linear_models_ex_02

2025-05-09 15:39

cache

1.26

✅

python_scripts/linear_models_ex_03

2025-05-09 15:39

cache

1.29

✅

python_scripts/linear_models_ex_04

2025-05-09 15:39

cache

2.46

✅

python_scripts/linear_models_feature_engineering_classification

2025-05-09 15:39

cache

7.47

✅

python_scripts/linear_models_regularization

2025-05-27 12:52

cache

8.6

✅

python_scripts/linear_models_sol_01

2025-05-09 15:39

cache

2.23

✅

python_scripts/linear_models_sol_02

2025-05-09 15:39

cache

6.27

✅

python_scripts/linear_models_sol_03

2025-05-09 15:40

cache

15.32

✅

python_scripts/linear_models_sol_04

2025-05-09 15:40

cache

5.81

✅

python_scripts/linear_regression_in_sklearn

2025-05-09 15:40

cache

2.35

✅

python_scripts/linear_regression_non_linear_link

2025-05-09 15:40

cache

3.79

✅

python_scripts/linear_regression_without_sklearn

2025-05-09 15:40

cache

2.96

✅

python_scripts/logistic_regression

2025-05-09 15:40

cache

3.12

✅

python_scripts/metrics_classification

2025-05-09 15:40

cache

3.15

✅

python_scripts/metrics_ex_01

2025-05-09 15:40

cache

1.72

✅

python_scripts/metrics_ex_02

2025-05-09 15:40

cache

1.22

✅

python_scripts/metrics_regression

2025-05-09 15:40

cache

2.73

✅

python_scripts/metrics_sol_01

2025-05-09 15:40

cache

2.53

✅

python_scripts/metrics_sol_02

2025-05-09 15:40

cache

5.19

✅

python_scripts/parameter_tuning_ex_02

2025-05-27 15:17

cache

1.96

✅

python_scripts/parameter_tuning_ex_03

2025-05-09 15:40

cache

1.85

✅

python_scripts/parameter_tuning_grid_search

2025-05-27 15:18

cache

10.91

✅

python_scripts/parameter_tuning_manual

2025-05-09 15:41

cache

4.51

✅

python_scripts/parameter_tuning_nested

2025-05-27 15:18

cache

24.77

✅

python_scripts/parameter_tuning_parallel_plot

2025-05-09 15:41

cache

3.34

✅

python_scripts/parameter_tuning_randomized_search

2025-05-27 15:18

cache

24.79

✅

python_scripts/parameter_tuning_sol_02

2025-05-27 15:19

cache

6.04

✅

python_scripts/parameter_tuning_sol_03

2025-05-09 15:42

cache

19.76

✅

python_scripts/trees_classification

2025-05-09 15:42

cache

2.85

✅

python_scripts/trees_dataset

2025-05-09 15:42

cache

2.94

✅

python_scripts/trees_ex_01

2025-05-09 15:42

cache

1.84

✅

python_scripts/trees_ex_02

2025-05-09 15:42

cache

1.18

✅

python_scripts/trees_hyperparameters

2025-05-09 15:42

cache

5.48

✅

python_scripts/trees_regression

2025-05-09 15:42

cache

3.09

✅

python_scripts/trees_sol_01

2025-05-27 12:54

cache

3.13

✅

python_scripts/trees_sol_02

2025-05-09 15:42

cache

2.7

✅