Notebook timings

Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2025-01-02 16:16

cache

7.47

✅

python_scripts/01_tabular_data_exploration_ex_01

2025-01-02 16:16

cache

0.81

✅

python_scripts/01_tabular_data_exploration_sol_01

2025-01-02 16:16

cache

3.97

✅

python_scripts/02_numerical_pipeline_cross_validation

2025-01-02 16:16

cache

2.19

✅

python_scripts/02_numerical_pipeline_ex_00

2025-01-02 16:16

cache

1.93

✅

python_scripts/02_numerical_pipeline_ex_01

2025-01-02 16:16

cache

1.69

✅

python_scripts/02_numerical_pipeline_hands_on

2025-01-02 16:16

cache

1.91

✅

python_scripts/02_numerical_pipeline_introduction

2025-01-02 16:16

cache

5.13

✅

python_scripts/02_numerical_pipeline_scaling

2025-01-02 16:16

cache

3.2

✅

python_scripts/02_numerical_pipeline_sol_00

2025-01-02 16:16

cache

5.5

✅

python_scripts/02_numerical_pipeline_sol_01

2025-01-02 16:16

cache

1.81

✅

python_scripts/03_categorical_pipeline

2025-01-02 16:16

cache

3.26

✅

python_scripts/03_categorical_pipeline_column_transformer

2025-01-02 16:16

cache

4.54

✅

python_scripts/03_categorical_pipeline_ex_01

2025-01-02 16:16

cache

1.87

✅

python_scripts/03_categorical_pipeline_ex_02

2025-01-02 16:16

cache

5.79

✅

python_scripts/03_categorical_pipeline_sol_01

2025-01-02 16:16

cache

4.31

✅

python_scripts/03_categorical_pipeline_sol_02

2025-01-02 16:17

cache

26.72

✅

python_scripts/03_categorical_pipeline_visualization

2025-01-02 16:17

cache

2.04

✅

python_scripts/cross_validation_baseline

2025-01-02 16:17

cache

9.67

✅

python_scripts/cross_validation_ex_01

2025-01-02 16:17

cache

1.14

✅

python_scripts/cross_validation_ex_02

2025-01-02 16:17

cache

1.32

✅

python_scripts/cross_validation_grouping

2025-01-02 16:17

cache

6.38

✅

python_scripts/cross_validation_learning_curve

2025-01-02 16:17

cache

13.12

✅

python_scripts/cross_validation_nested

2025-01-02 16:18

cache

21.36

✅

python_scripts/cross_validation_sol_01

2025-01-02 16:18

cache

10.46

✅

python_scripts/cross_validation_sol_02

2025-01-02 16:18

cache

7.73

✅

python_scripts/cross_validation_stratification

2025-01-02 16:18

cache

3.29

✅

python_scripts/cross_validation_time

2025-01-02 16:18

cache

6.46

✅

python_scripts/cross_validation_train_test

2025-01-02 16:18

cache

10.62

✅

python_scripts/cross_validation_validation_curve

2025-01-02 16:19

cache

19.02

✅

python_scripts/datasets_adult_census

2025-01-02 16:19

cache

2.87

✅

python_scripts/datasets_ames_housing

2025-01-02 16:19

cache

9.39

✅

python_scripts/datasets_bike_rides

2025-01-02 16:19

cache

8.62

✅

python_scripts/datasets_blood_transfusion

2025-01-02 16:19

cache

6.25

✅

python_scripts/datasets_california_housing

2025-01-02 16:19

cache

15.37

✅

python_scripts/dev_features_importance

2025-01-02 16:20

cache

55.87

✅

python_scripts/ensemble_adaboost

2025-01-02 16:20

cache

3.2

✅

python_scripts/ensemble_bagging

2025-01-02 16:20

cache

5.0

✅

python_scripts/ensemble_ex_01

2025-01-02 16:21

cache

1.82

✅

python_scripts/ensemble_ex_02

2025-01-02 16:21

cache

1.63

✅

python_scripts/ensemble_ex_03

2025-01-02 16:21

cache

1.77

✅

python_scripts/ensemble_ex_04

2025-01-02 16:21

cache

1.64

✅

python_scripts/ensemble_gradient_boosting

2025-01-02 16:22

cache

66.17

✅

python_scripts/ensemble_hist_gradient_boosting

2025-01-02 16:22

cache

42.21

✅

python_scripts/ensemble_hyperparameters

2025-01-02 16:23

cache

59.02

✅

python_scripts/ensemble_introduction

2025-01-02 16:24

cache

23.93

✅

python_scripts/ensemble_random_forest

2025-01-02 16:24

cache

22.2

✅

python_scripts/ensemble_sol_01

2025-01-02 16:25

cache

21.05

✅

python_scripts/ensemble_sol_02

2025-01-02 16:25

cache

2.59

✅

python_scripts/ensemble_sol_03

2025-01-02 16:26

cache

67.18

✅

python_scripts/ensemble_sol_04

2025-01-02 16:26

cache

38.19

✅

python_scripts/feature_selection_ex_01

2025-01-02 16:26

cache

1.84

✅

python_scripts/feature_selection_introduction

2025-01-02 16:27

cache

13.21

✅

python_scripts/feature_selection_limitation_model

2025-01-02 16:27

cache

46.42

✅

python_scripts/feature_selection_sol_01

2025-01-02 16:27

cache

7.09

✅

python_scripts/linear_models_ex_01

2025-01-02 16:27

cache

1.3

✅

python_scripts/linear_models_ex_02

2025-01-02 16:28

cache

1.11

✅

python_scripts/linear_models_ex_03

2025-01-02 16:28

cache

1.43

✅

python_scripts/linear_models_ex_04

2025-01-02 16:28

cache

2.26

✅

python_scripts/linear_models_feature_engineering_classification

2025-01-02 16:28

cache

7.11

✅

python_scripts/linear_models_regularization

2025-01-02 16:28

cache

8.75

✅

python_scripts/linear_models_sol_01

2025-01-02 16:28

cache

2.24

✅

python_scripts/linear_models_sol_02

2025-01-02 16:28

cache

6.41

✅

python_scripts/linear_models_sol_03

2025-01-02 16:28

cache

15.3

✅

python_scripts/linear_models_sol_04

2025-01-02 16:28

cache

5.68

✅

python_scripts/linear_regression_in_sklearn

2025-01-02 16:28

cache

2.38

✅

python_scripts/linear_regression_non_linear_link

2025-01-02 16:28

cache

3.58

✅

python_scripts/linear_regression_without_sklearn

2025-01-02 16:28

cache

3.02

✅

python_scripts/logistic_regression

2025-01-02 16:29

cache

3.15

✅

python_scripts/metrics_classification

2025-01-02 16:29

cache

3.36

✅

python_scripts/metrics_ex_01

2025-01-02 16:29

cache

1.69

✅

python_scripts/metrics_ex_02

2025-01-02 16:29

cache

1.35

✅

python_scripts/metrics_regression

2025-01-02 16:29

cache

2.78

✅

python_scripts/metrics_sol_01

2025-01-02 16:29

cache

2.56

✅

python_scripts/metrics_sol_02

2025-01-02 16:29

cache

5.11

✅

python_scripts/parameter_tuning_ex_02

2025-01-02 16:29

cache

1.85

✅

python_scripts/parameter_tuning_ex_03

2025-01-02 16:29

cache

1.88

✅

python_scripts/parameter_tuning_grid_search

2025-01-02 16:29

cache

10.71

✅

python_scripts/parameter_tuning_manual

2025-01-02 16:29

cache

4.59

✅

python_scripts/parameter_tuning_nested

2025-01-02 16:30

cache

24.84

✅

python_scripts/parameter_tuning_parallel_plot

2025-01-02 16:30

cache

3.13

✅

python_scripts/parameter_tuning_randomized_search

2025-01-02 16:30

cache

30.32

✅

python_scripts/parameter_tuning_sol_02

2025-01-02 16:30

cache

6.03

✅

python_scripts/parameter_tuning_sol_03

2025-01-02 16:31

cache

19.55

✅

python_scripts/trees_classification

2025-01-02 16:31

cache

3.05

✅

python_scripts/trees_dataset

2025-01-02 16:31

cache

3.02

✅

python_scripts/trees_ex_01

2025-01-02 16:31

cache

1.68

✅

python_scripts/trees_ex_02

2025-01-02 16:31

cache

1.09

✅

python_scripts/trees_hyperparameters

2025-01-02 16:31

cache

5.48

✅

python_scripts/trees_regression

2025-01-02 16:31

cache

3.33

✅

python_scripts/trees_sol_01

2025-01-02 16:31

cache

2.93

✅

python_scripts/trees_sol_02

2025-01-02 16:31

cache

2.54

✅