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Notebook timings

Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2024-04-26 13:51

cache

7.83

✅

python_scripts/01_tabular_data_exploration_ex_01

2024-04-26 13:19

cache

0.76

✅

python_scripts/01_tabular_data_exploration_sol_01

2024-04-26 13:20

cache

3.82

✅

python_scripts/02_numerical_pipeline_cross_validation

2024-04-26 13:20

cache

2.3

✅

python_scripts/02_numerical_pipeline_ex_00

2024-04-26 13:20

cache

1.75

✅

python_scripts/02_numerical_pipeline_ex_01

2024-04-26 13:20

cache

1.68

✅

python_scripts/02_numerical_pipeline_hands_on

2024-04-26 13:51

cache

1.98

✅

python_scripts/02_numerical_pipeline_introduction

2024-04-26 13:51

cache

5.06

✅

python_scripts/02_numerical_pipeline_scaling

2024-04-26 13:20

cache

3.23

✅

python_scripts/02_numerical_pipeline_sol_00

2024-04-26 13:20

cache

5.21

✅

python_scripts/02_numerical_pipeline_sol_01

2024-04-26 13:20

cache

1.57

✅

python_scripts/03_categorical_pipeline

2024-04-26 13:51

cache

3.06

✅

python_scripts/03_categorical_pipeline_column_transformer

2024-04-26 13:52

cache

4.42

✅

python_scripts/03_categorical_pipeline_ex_01

2024-04-26 13:20

cache

1.71

✅

python_scripts/03_categorical_pipeline_ex_02

2024-04-26 13:20

cache

5.97

✅

python_scripts/03_categorical_pipeline_sol_01

2024-04-26 13:20

cache

4.4

✅

python_scripts/03_categorical_pipeline_sol_02

2024-04-26 13:21

cache

27.1

✅

python_scripts/03_categorical_pipeline_visualization

2024-04-26 13:21

cache

1.79

✅

python_scripts/cross_validation_baseline

2024-04-26 13:21

cache

9.33

✅

python_scripts/cross_validation_ex_01

2024-04-26 13:21

cache

1.3

✅

python_scripts/cross_validation_ex_02

2024-04-26 13:21

cache

1.31

✅

python_scripts/cross_validation_grouping

2024-04-26 13:21

cache

6.07

✅

python_scripts/cross_validation_learning_curve

2024-04-26 13:21

cache

12.49

✅

python_scripts/cross_validation_nested

2024-04-26 13:22

cache

20.48

✅

python_scripts/cross_validation_sol_01

2024-04-26 13:22

cache

10.04

✅

python_scripts/cross_validation_sol_02

2024-04-26 13:22

cache

7.75

✅

python_scripts/cross_validation_stratification

2024-04-26 13:22

cache

3.08

✅

python_scripts/cross_validation_time

2024-04-26 13:22

cache

6.15

✅

python_scripts/cross_validation_train_test

2024-04-26 13:52

cache

11.39

✅

python_scripts/cross_validation_validation_curve

2024-04-26 13:23

cache

18.38

✅

python_scripts/datasets_adult_census

2024-04-26 13:23

cache

2.54

✅

python_scripts/datasets_ames_housing

2024-04-26 13:23

cache

10.29

✅

python_scripts/datasets_bike_rides

2024-04-26 13:23

cache

9.42

✅

python_scripts/datasets_blood_transfusion

2024-04-26 13:23

cache

5.75

✅

python_scripts/datasets_california_housing

2024-04-26 13:23

cache

15.45

✅

python_scripts/dev_features_importance

2024-04-26 13:24

cache

53.75

✅

python_scripts/ensemble_adaboost

2024-04-26 13:24

cache

3.18

✅

python_scripts/ensemble_bagging

2024-04-26 13:24

cache

4.9

✅

python_scripts/ensemble_ex_01

2024-04-26 13:24

cache

1.66

✅

python_scripts/ensemble_ex_02

2024-04-26 13:24

cache

1.43

✅

python_scripts/ensemble_ex_03

2024-04-26 13:24

cache

1.48

✅

python_scripts/ensemble_ex_04

2024-04-26 13:24

cache

1.43

✅

python_scripts/ensemble_gradient_boosting

2024-04-26 13:25

cache

63.0

✅

python_scripts/ensemble_hist_gradient_boosting

2024-04-26 13:26

cache

41.35

✅

python_scripts/ensemble_hyperparameters

2024-04-26 13:27

cache

58.44

✅

python_scripts/ensemble_introduction

2024-04-26 13:28

cache

22.9

✅

python_scripts/ensemble_random_forest

2024-04-26 13:28

cache

21.38

✅

python_scripts/ensemble_sol_01

2024-04-26 13:28

cache

24.64

✅

python_scripts/ensemble_sol_02

2024-04-26 13:28

cache

2.33

✅

python_scripts/ensemble_sol_03

2024-04-26 13:29

cache

62.16

✅

python_scripts/ensemble_sol_04

2024-04-26 13:30

cache

40.76

✅

python_scripts/feature_selection_ex_01

2024-04-26 13:30

cache

1.34

✅

python_scripts/feature_selection_introduction

2024-04-26 13:30

cache

12.78

✅

python_scripts/feature_selection_limitation_model

2024-04-26 13:31

cache

44.78

✅

python_scripts/feature_selection_sol_01

2024-04-26 13:31

cache

6.19

✅

python_scripts/linear_models_ex_01

2024-04-26 13:31

cache

1.1

✅

python_scripts/linear_models_ex_02

2024-04-26 13:52

cache

1.17

✅

python_scripts/linear_models_ex_03

2024-04-26 13:31

cache

1.21

✅

python_scripts/linear_models_ex_04

2024-04-26 13:31

cache

2.1

✅

python_scripts/linear_models_feature_engineering_classification

2024-04-26 13:31

cache

7.06

✅

python_scripts/linear_models_regularization

2024-04-26 13:31

cache

9.35

✅

python_scripts/linear_models_sol_01

2024-04-26 13:32

cache

2.01

✅

python_scripts/linear_models_sol_02

2024-04-26 13:52

cache

6.45

✅

python_scripts/linear_models_sol_03

2024-04-26 13:32

cache

15.23

✅

python_scripts/linear_models_sol_04

2024-04-26 13:32

cache

5.62

✅

python_scripts/linear_regression_in_sklearn

2024-04-26 13:32

cache

2.28

✅

python_scripts/linear_regression_non_linear_link

2024-04-26 13:32

cache

3.65

✅

python_scripts/linear_regression_without_sklearn

2024-04-26 13:52

cache

2.99

✅

python_scripts/logistic_regression

2024-04-26 13:32

cache

2.95

✅

python_scripts/metrics_classification

2024-04-26 13:32

cache

3.07

✅

python_scripts/metrics_ex_01

2024-04-26 13:32

cache

1.81

✅

python_scripts/metrics_ex_02

2024-04-26 13:32

cache

1.32

✅

python_scripts/metrics_regression

2024-04-26 13:32

cache

2.41

✅

python_scripts/metrics_sol_01

2024-04-26 13:32

cache

2.43

✅

python_scripts/metrics_sol_02

2024-04-26 13:32

cache

4.81

✅

python_scripts/parameter_tuning_ex_02

2024-04-26 13:32

cache

1.72

✅

python_scripts/parameter_tuning_ex_03

2024-04-26 13:33

cache

1.8

✅

python_scripts/parameter_tuning_grid_search

2024-04-26 13:52

cache

10.5

✅

python_scripts/parameter_tuning_manual

2024-04-26 13:52

cache

4.45

✅

python_scripts/parameter_tuning_nested

2024-04-26 13:33

cache

25.11

✅

python_scripts/parameter_tuning_parallel_plot

2024-04-26 13:33

cache

2.74

✅

python_scripts/parameter_tuning_randomized_search

2024-04-26 13:53

cache

22.88

✅

python_scripts/parameter_tuning_sol_02

2024-04-26 13:34

cache

5.89

✅

python_scripts/parameter_tuning_sol_03

2024-04-26 13:34

cache

19.6

✅

python_scripts/trees_classification

2024-04-26 13:34

cache

2.82

✅

python_scripts/trees_dataset

2024-04-26 13:53

cache

3.06

✅

python_scripts/trees_ex_01

2024-04-26 13:34

cache

1.61

✅

python_scripts/trees_ex_02

2024-04-26 13:35

cache

1.34

✅

python_scripts/trees_hyperparameters

2024-04-26 13:35

cache

5.6

✅

python_scripts/trees_regression

2024-04-26 13:35

cache

3.17

✅

python_scripts/trees_sol_01

2024-04-26 13:35

cache

2.96

✅

python_scripts/trees_sol_02

2024-04-26 13:35

cache

2.51

✅