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Notebook timings

Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2024-05-17 08:52

cache

7.72

✅

python_scripts/01_tabular_data_exploration_ex_01

2024-05-17 08:52

cache

0.75

✅

python_scripts/01_tabular_data_exploration_sol_01

2024-05-17 08:52

cache

3.66

✅

python_scripts/02_numerical_pipeline_cross_validation

2024-05-17 08:52

cache

2.46

✅

python_scripts/02_numerical_pipeline_ex_00

2024-05-17 08:52

cache

1.54

✅

python_scripts/02_numerical_pipeline_ex_01

2024-05-17 08:52

cache

1.47

✅

python_scripts/02_numerical_pipeline_hands_on

2024-05-17 08:52

cache

1.76

✅

python_scripts/02_numerical_pipeline_introduction

2024-05-17 08:52

cache

4.9

✅

python_scripts/02_numerical_pipeline_scaling

2024-05-17 08:52

cache

3.06

✅

python_scripts/02_numerical_pipeline_sol_00

2024-05-17 08:52

cache

5.48

✅

python_scripts/02_numerical_pipeline_sol_01

2024-05-17 08:52

cache

1.62

✅

python_scripts/03_categorical_pipeline

2024-05-17 08:52

cache

2.87

✅

python_scripts/03_categorical_pipeline_column_transformer

2024-05-17 08:52

cache

4.16

✅

python_scripts/03_categorical_pipeline_ex_01

2024-05-17 08:52

cache

1.5

✅

python_scripts/03_categorical_pipeline_ex_02

2024-05-17 08:52

cache

5.75

✅

python_scripts/03_categorical_pipeline_sol_01

2024-05-17 08:52

cache

4.26

✅

python_scripts/03_categorical_pipeline_sol_02

2024-05-17 08:53

cache

26.94

✅

python_scripts/03_categorical_pipeline_visualization

2024-05-17 08:53

cache

1.68

✅

python_scripts/cross_validation_baseline

2024-05-17 08:53

cache

9.08

✅

python_scripts/cross_validation_ex_01

2024-05-17 08:53

cache

1.27

✅

python_scripts/cross_validation_ex_02

2024-05-17 08:53

cache

1.1

✅

python_scripts/cross_validation_grouping

2024-05-17 08:53

cache

6.09

✅

python_scripts/cross_validation_learning_curve

2024-05-17 08:53

cache

12.38

✅

python_scripts/cross_validation_nested

2024-05-17 08:54

cache

20.49

✅

python_scripts/cross_validation_sol_01

2024-05-17 08:54

cache

9.95

✅

python_scripts/cross_validation_sol_02

2024-05-17 08:54

cache

7.9

✅

python_scripts/cross_validation_stratification

2024-05-17 08:54

cache

3.28

✅

python_scripts/cross_validation_time

2024-05-17 08:54

cache

6.05

✅

python_scripts/cross_validation_train_test

2024-05-17 08:54

cache

10.32

✅

python_scripts/cross_validation_validation_curve

2024-05-17 08:55

cache

18.68

✅

python_scripts/datasets_adult_census

2024-05-17 08:55

cache

2.76

✅

python_scripts/datasets_ames_housing

2024-05-17 08:55

cache

9.76

✅

python_scripts/datasets_bike_rides

2024-05-17 08:55

cache

9.28

✅

python_scripts/datasets_blood_transfusion

2024-05-17 08:55

cache

6.15

✅

python_scripts/datasets_california_housing

2024-05-17 08:56

cache

15.27

✅

python_scripts/dev_features_importance

2024-05-17 08:56

cache

54.42

✅

python_scripts/ensemble_adaboost

2024-05-17 08:56

cache

3.41

✅

python_scripts/ensemble_bagging

2024-05-17 08:57

cache

4.8

✅

python_scripts/ensemble_ex_01

2024-05-17 08:57

cache

1.61

✅

python_scripts/ensemble_ex_02

2024-05-17 08:57

cache

1.78

✅

python_scripts/ensemble_ex_03

2024-05-17 08:57

cache

1.68

✅

python_scripts/ensemble_ex_04

2024-05-17 08:57

cache

1.61

✅

python_scripts/ensemble_gradient_boosting

2024-05-17 08:58

cache

63.95

✅

python_scripts/ensemble_hist_gradient_boosting

2024-05-17 08:58

cache

42.0

✅

python_scripts/ensemble_hyperparameters

2024-05-17 08:59

cache

59.06

✅

python_scripts/ensemble_introduction

2024-05-17 09:00

cache

23.29

✅

python_scripts/ensemble_random_forest

2024-05-17 09:00

cache

21.65

✅

python_scripts/ensemble_sol_01

2024-05-17 09:01

cache

22.33

✅

python_scripts/ensemble_sol_02

2024-05-17 09:01

cache

2.4

✅

python_scripts/ensemble_sol_03

2024-05-17 09:02

cache

61.81

✅

python_scripts/ensemble_sol_04

2024-05-17 09:02

cache

41.09

✅

python_scripts/feature_selection_ex_01

2024-05-17 09:02

cache

1.52

✅

python_scripts/feature_selection_introduction

2024-05-17 09:03

cache

12.93

✅

python_scripts/feature_selection_limitation_model

2024-05-17 09:03

cache

45.42

✅

python_scripts/feature_selection_sol_01

2024-05-17 09:03

cache

6.13

✅

python_scripts/linear_models_ex_01

2024-05-17 09:03

cache

1.16

✅

python_scripts/linear_models_ex_02

2024-05-17 09:03

cache

1.35

✅

python_scripts/linear_models_ex_03

2024-05-17 09:03

cache

1.31

✅

python_scripts/linear_models_ex_04

2024-05-17 09:04

cache

2.17

✅

python_scripts/linear_models_feature_engineering_classification

2024-05-17 09:04

cache

7.16

✅

python_scripts/linear_models_regularization

2024-05-17 09:04

cache

9.18

✅

python_scripts/linear_models_sol_01

2024-05-17 09:04

cache

2.16

✅

python_scripts/linear_models_sol_02

2024-05-17 09:04

cache

5.92

✅

python_scripts/linear_models_sol_03

2024-05-17 09:04

cache

15.24

✅

python_scripts/linear_models_sol_04

2024-05-17 09:04

cache

5.51

✅

python_scripts/linear_regression_in_sklearn

2024-05-17 09:04

cache

2.21

✅

python_scripts/linear_regression_non_linear_link

2024-05-17 09:04

cache

3.75

✅

python_scripts/linear_regression_without_sklearn

2024-05-17 09:04

cache

2.74

✅

python_scripts/logistic_regression

2024-05-17 09:04

cache

2.86

✅

python_scripts/metrics_classification

2024-05-17 09:05

cache

3.01

✅

python_scripts/metrics_ex_01

2024-05-17 09:05

cache

1.72

✅

python_scripts/metrics_ex_02

2024-05-17 09:05

cache

1.34

✅

python_scripts/metrics_regression

2024-05-17 09:05

cache

2.65

✅

python_scripts/metrics_sol_01

2024-05-17 09:05

cache

2.33

✅

python_scripts/metrics_sol_02

2024-05-17 09:05

cache

4.94

✅

python_scripts/parameter_tuning_ex_02

2024-05-17 09:05

cache

1.69

✅

python_scripts/parameter_tuning_ex_03

2024-05-17 09:05

cache

1.48

✅

python_scripts/parameter_tuning_grid_search

2024-05-17 09:05

cache

10.51

✅

python_scripts/parameter_tuning_manual

2024-05-17 09:05

cache

4.49

✅

python_scripts/parameter_tuning_nested

2024-05-17 09:05

cache

25.23

✅

python_scripts/parameter_tuning_parallel_plot

2024-05-17 09:06

cache

2.7

✅

python_scripts/parameter_tuning_randomized_search

2024-05-17 09:06

cache

29.47

✅

python_scripts/parameter_tuning_sol_02

2024-05-17 09:06

cache

6.2

✅

python_scripts/parameter_tuning_sol_03

2024-05-17 09:06

cache

19.73

✅

python_scripts/trees_classification

2024-05-17 09:07

cache

2.91

✅

python_scripts/trees_dataset

2024-05-17 09:07

cache

3.03

✅

python_scripts/trees_ex_01

2024-05-17 09:07

cache

1.8

✅

python_scripts/trees_ex_02

2024-05-17 09:07

cache

1.3

✅

python_scripts/trees_hyperparameters

2024-05-17 09:07

cache

5.23

✅

python_scripts/trees_regression

2024-05-17 09:07

cache

2.9

✅

python_scripts/trees_sol_01

2024-05-17 09:07

cache

2.72

✅

python_scripts/trees_sol_02

2024-05-17 09:07

cache

2.64

✅