Notebook timings

Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2025-04-01 08:54

cache

10.16

✅

python_scripts/01_tabular_data_exploration_ex_01

2025-04-01 08:54

cache

0.76

✅

python_scripts/01_tabular_data_exploration_sol_01

2025-04-01 08:54

cache

3.83

✅

python_scripts/02_numerical_pipeline_cross_validation

2025-04-01 08:54

cache

2.21

✅

python_scripts/02_numerical_pipeline_ex_00

2025-04-01 08:54

cache

1.61

✅

python_scripts/02_numerical_pipeline_ex_01

2025-04-01 08:54

cache

1.59

✅

python_scripts/02_numerical_pipeline_hands_on

2025-04-01 08:55

cache

1.98

✅

python_scripts/02_numerical_pipeline_introduction

2025-04-01 08:55

cache

5.15

✅

python_scripts/02_numerical_pipeline_scaling

2025-04-01 08:55

cache

3.02

✅

python_scripts/02_numerical_pipeline_sol_00

2025-04-01 08:55

cache

5.61

✅

python_scripts/02_numerical_pipeline_sol_01

2025-04-01 08:55

cache

1.62

✅

python_scripts/03_categorical_pipeline

2025-04-01 08:55

cache

3.27

✅

python_scripts/03_categorical_pipeline_column_transformer

2025-04-01 08:55

cache

4.48

✅

python_scripts/03_categorical_pipeline_ex_01

2025-04-01 08:55

cache

1.6

✅

python_scripts/03_categorical_pipeline_ex_02

2025-04-01 08:55

cache

5.8

✅

python_scripts/03_categorical_pipeline_sol_01

2025-04-01 08:55

cache

4.12

✅

python_scripts/03_categorical_pipeline_sol_02

2025-04-01 08:56

cache

26.23

✅

python_scripts/03_categorical_pipeline_visualization

2025-04-01 08:56

cache

1.9

✅

python_scripts/cross_validation_baseline

2025-04-14 16:03

cache

11.95

✅

python_scripts/cross_validation_ex_01

2025-04-01 08:56

cache

1.08

✅

python_scripts/cross_validation_ex_02

2025-04-01 08:56

cache

1.19

✅

python_scripts/cross_validation_grouping

2025-04-01 08:56

cache

6.54

✅

python_scripts/cross_validation_learning_curve

2025-04-01 08:56

cache

12.83

✅

python_scripts/cross_validation_nested

2025-04-01 08:56

cache

21.28

✅

python_scripts/cross_validation_sol_01

2025-04-01 08:57

cache

10.8

✅

python_scripts/cross_validation_sol_02

2025-04-01 08:57

cache

7.54

✅

python_scripts/cross_validation_stratification

2025-04-01 08:57

cache

3.31

✅

python_scripts/cross_validation_time

2025-04-01 08:57

cache

6.16

✅

python_scripts/cross_validation_train_test

2025-04-01 08:57

cache

10.9

✅

python_scripts/cross_validation_validation_curve

2025-04-01 08:57

cache

19.09

✅

python_scripts/datasets_adult_census

2025-04-01 08:57

cache

2.57

✅

python_scripts/datasets_ames_housing

2025-04-01 08:58

cache

9.31

✅

python_scripts/datasets_bike_rides

2025-04-01 08:58

cache

8.56

✅

python_scripts/datasets_blood_transfusion

2025-04-01 08:58

cache

5.87

✅

python_scripts/datasets_california_housing

2025-04-01 08:58

cache

15.24

✅

python_scripts/dev_features_importance

2025-04-01 08:59

cache

55.5

✅

python_scripts/ensemble_adaboost

2025-04-01 08:59

cache

3.42

✅

python_scripts/ensemble_bagging

2025-04-01 08:59

cache

5.09

✅

python_scripts/ensemble_ex_01

2025-04-01 08:59

cache

1.73

✅

python_scripts/ensemble_ex_02

2025-04-01 08:59

cache

1.53

✅

python_scripts/ensemble_ex_03

2025-04-01 08:59

cache

1.71

✅

python_scripts/ensemble_ex_04

2025-04-01 08:59

cache

1.53

✅

python_scripts/ensemble_gradient_boosting

2025-04-01 09:00

cache

68.62

✅

python_scripts/ensemble_hist_gradient_boosting

2025-04-01 09:01

cache

42.11

✅

python_scripts/ensemble_hyperparameters

2025-04-01 09:02

cache

59.71

✅

python_scripts/ensemble_introduction

2025-04-01 09:03

cache

23.65

✅

python_scripts/ensemble_random_forest

2025-04-01 09:03

cache

21.62

✅

python_scripts/ensemble_sol_01

2025-04-01 09:03

cache

23.23

✅

python_scripts/ensemble_sol_02

2025-04-01 09:03

cache

2.23

✅

python_scripts/ensemble_sol_03

2025-04-11 14:41

cache

93.91

✅

python_scripts/ensemble_sol_04

2025-04-01 09:05

cache

38.58

✅

python_scripts/feature_selection_ex_01

2025-04-01 09:05

cache

1.79

✅

python_scripts/feature_selection_introduction

2025-04-01 09:05

cache

13.0

✅

python_scripts/feature_selection_limitation_model

2025-04-01 09:06

cache

46.01

✅

python_scripts/feature_selection_sol_01

2025-04-01 09:06

cache

6.41

✅

python_scripts/linear_models_ex_01

2025-04-01 09:06

cache

1.17

✅

python_scripts/linear_models_ex_02

2025-04-01 09:06

cache

1.12

✅

python_scripts/linear_models_ex_03

2025-04-03 08:21

cache

1.28

✅

python_scripts/linear_models_ex_04

2025-04-01 09:06

cache

2.06

✅

python_scripts/linear_models_feature_engineering_classification

2025-04-01 09:06

cache

7.29

✅

python_scripts/linear_models_regularization

2025-04-01 09:07

cache

8.68

✅

python_scripts/linear_models_sol_01

2025-04-01 09:07

cache

2.03

✅

python_scripts/linear_models_sol_02

2025-04-01 09:07

cache

6.31

✅

python_scripts/linear_models_sol_03

2025-04-03 08:37

cache

16.03

✅

python_scripts/linear_models_sol_04

2025-04-01 09:07

cache

5.34

✅

python_scripts/linear_regression_in_sklearn

2025-04-01 09:07

cache

2.18

✅

python_scripts/linear_regression_non_linear_link

2025-04-01 09:07

cache

3.56

✅

python_scripts/linear_regression_without_sklearn

2025-04-01 09:07

cache

2.65

✅

python_scripts/logistic_regression

2025-04-01 09:07

cache

3.14

✅

python_scripts/metrics_classification

2025-04-01 09:07

cache

2.96

✅

python_scripts/metrics_ex_01

2025-04-03 15:06

cache

2.01

✅

python_scripts/metrics_ex_02

2025-04-01 09:07

cache

1.28

✅

python_scripts/metrics_regression

2025-04-01 09:07

cache

2.44

✅

python_scripts/metrics_sol_01

2025-04-03 15:06

cache

3.92

✅

python_scripts/metrics_sol_02

2025-04-01 09:07

cache

4.89

✅

python_scripts/parameter_tuning_ex_02

2025-04-01 09:08

cache

1.71

✅

python_scripts/parameter_tuning_ex_03

2025-04-01 09:08

cache

1.6

✅

python_scripts/parameter_tuning_grid_search

2025-04-02 12:42

cache

10.72

✅

python_scripts/parameter_tuning_manual

2025-04-01 09:08

cache

4.25

✅

python_scripts/parameter_tuning_nested

2025-04-01 09:08

cache

24.49

✅

python_scripts/parameter_tuning_parallel_plot

2025-04-01 09:08

cache

3.21

✅

python_scripts/parameter_tuning_randomized_search

2025-04-01 09:09

cache

22.31

✅

python_scripts/parameter_tuning_sol_02

2025-04-01 09:09

cache

5.93

✅

python_scripts/parameter_tuning_sol_03

2025-04-22 15:13

cache

21.24

✅

python_scripts/trees_classification

2025-04-01 09:09

cache

2.86

✅

python_scripts/trees_dataset

2025-04-01 09:09

cache

2.88

✅

python_scripts/trees_ex_01

2025-04-01 09:09

cache

1.55

✅

python_scripts/trees_ex_02

2025-04-01 09:09

cache

1.2

✅

python_scripts/trees_hyperparameters

2025-04-01 09:09

cache

5.33

✅

python_scripts/trees_regression

2025-04-01 09:09

cache

2.94

✅

python_scripts/trees_sol_01

2025-04-01 09:09

cache

2.75

✅

python_scripts/trees_sol_02

2025-04-01 09:09

cache

2.57

✅