Notebook timings

Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2025-01-29 11:23

cache

14.78

✅

python_scripts/01_tabular_data_exploration_ex_01

2025-01-29 11:23

cache

0.96

✅

python_scripts/01_tabular_data_exploration_sol_01

2025-01-29 11:23

cache

3.84

✅

python_scripts/02_numerical_pipeline_cross_validation

2025-01-29 11:23

cache

2.43

✅

python_scripts/02_numerical_pipeline_ex_00

2025-01-29 11:23

cache

1.75

✅

python_scripts/02_numerical_pipeline_ex_01

2025-01-29 11:23

cache

1.52

✅

python_scripts/02_numerical_pipeline_hands_on

2025-01-29 11:23

cache

1.98

✅

python_scripts/02_numerical_pipeline_introduction

2025-01-29 11:24

cache

5.17

✅

python_scripts/02_numerical_pipeline_scaling

2025-01-29 11:24

cache

3.23

✅

python_scripts/02_numerical_pipeline_sol_00

2025-01-29 11:24

cache

5.67

✅

python_scripts/02_numerical_pipeline_sol_01

2025-01-29 11:24

cache

1.63

✅

python_scripts/03_categorical_pipeline

2025-01-29 11:24

cache

2.98

✅

python_scripts/03_categorical_pipeline_column_transformer

2025-01-29 11:24

cache

4.36

✅

python_scripts/03_categorical_pipeline_ex_01

2025-01-29 11:24

cache

1.89

✅

python_scripts/03_categorical_pipeline_ex_02

2025-01-29 11:24

cache

5.76

✅

python_scripts/03_categorical_pipeline_sol_01

2025-01-29 11:24

cache

4.39

✅

python_scripts/03_categorical_pipeline_sol_02

2025-01-29 11:24

cache

26.58

✅

python_scripts/03_categorical_pipeline_visualization

2025-01-29 11:25

cache

1.87

✅

python_scripts/cross_validation_baseline

2025-01-29 11:25

cache

9.61

✅

python_scripts/cross_validation_ex_01

2025-01-29 11:25

cache

1.07

✅

python_scripts/cross_validation_ex_02

2025-01-29 11:25

cache

1.09

✅

python_scripts/cross_validation_grouping

2025-01-29 11:25

cache

6.34

✅

python_scripts/cross_validation_learning_curve

2025-01-29 11:25

cache

13.01

✅

python_scripts/cross_validation_nested

2025-01-29 11:25

cache

21.22

✅

python_scripts/cross_validation_sol_01

2025-01-29 11:26

cache

10.44

✅

python_scripts/cross_validation_sol_02

2025-01-29 11:26

cache

7.39

✅

python_scripts/cross_validation_stratification

2025-01-29 11:26

cache

3.26

✅

python_scripts/cross_validation_time

2025-01-29 11:26

cache

6.45

✅

python_scripts/cross_validation_train_test

2025-01-29 11:26

cache

10.44

✅

python_scripts/cross_validation_validation_curve

2025-01-29 11:26

cache

18.93

✅

python_scripts/datasets_adult_census

2025-01-29 11:26

cache

2.55

✅

python_scripts/datasets_ames_housing

2025-01-29 11:27

cache

9.44

✅

python_scripts/datasets_bike_rides

2025-01-29 11:27

cache

8.83

✅

python_scripts/datasets_blood_transfusion

2025-01-29 11:27

cache

6.0

✅

python_scripts/datasets_california_housing

2025-01-29 11:27

cache

15.42

✅

python_scripts/dev_features_importance

2025-01-29 11:28

cache

55.59

✅

python_scripts/ensemble_adaboost

2025-01-29 11:28

cache

3.27

✅

python_scripts/ensemble_bagging

2025-01-29 11:28

cache

4.88

✅

python_scripts/ensemble_ex_01

2025-01-29 11:28

cache

1.71

✅

python_scripts/ensemble_ex_02

2025-01-29 11:28

cache

1.55

✅

python_scripts/ensemble_ex_03

2025-01-29 11:28

cache

1.69

✅

python_scripts/ensemble_ex_04

2025-01-29 11:28

cache

1.74

✅

python_scripts/ensemble_gradient_boosting

2025-01-29 11:29

cache

66.33

✅

python_scripts/ensemble_hist_gradient_boosting

2025-01-29 11:30

cache

42.16

✅

python_scripts/ensemble_hyperparameters

2025-01-29 11:31

cache

59.83

✅

python_scripts/ensemble_introduction

2025-01-29 11:31

cache

23.77

✅

python_scripts/ensemble_random_forest

2025-01-29 11:32

cache

21.74

✅

python_scripts/ensemble_sol_01

2025-01-29 11:32

cache

19.49

✅

python_scripts/ensemble_sol_02

2025-01-29 11:32

cache

2.2

✅

python_scripts/ensemble_sol_03

2025-01-29 11:33

cache

65.45

✅

python_scripts/ensemble_sol_04

2025-01-29 11:34

cache

38.3

✅

python_scripts/feature_selection_ex_01

2025-01-29 11:34

cache

1.69

✅

python_scripts/feature_selection_introduction

2025-01-29 11:34

cache

12.8

✅

python_scripts/feature_selection_limitation_model

2025-01-29 11:35

cache

45.67

✅

python_scripts/feature_selection_sol_01

2025-01-29 11:35

cache

6.57

✅

python_scripts/linear_models_ex_01

2025-01-29 11:35

cache

1.08

✅

python_scripts/linear_models_ex_02

2025-01-29 11:35

cache

1.31

✅

python_scripts/linear_models_ex_03

2025-01-29 11:35

cache

1.21

✅

python_scripts/linear_models_ex_04

2025-01-29 11:35

cache

2.2

✅

python_scripts/linear_models_feature_engineering_classification

2025-01-29 11:35

cache

7.08

✅

python_scripts/linear_models_regularization

2025-01-29 11:35

cache

8.74

✅

python_scripts/linear_models_sol_01

2025-01-29 11:35

cache

1.99

✅

python_scripts/linear_models_sol_02

2025-01-29 11:36

cache

6.27

✅

python_scripts/linear_models_sol_03

2025-01-29 11:36

cache

15.25

✅

python_scripts/linear_models_sol_04

2025-01-29 11:36

cache

5.47

✅

python_scripts/linear_regression_in_sklearn

2025-01-29 11:36

cache

2.17

✅

python_scripts/linear_regression_non_linear_link

2025-01-29 11:36

cache

3.63

✅

python_scripts/linear_regression_without_sklearn

2025-01-29 11:36

cache

2.83

✅

python_scripts/logistic_regression

2025-01-29 11:36

cache

2.92

✅

python_scripts/metrics_classification

2025-01-29 11:36

cache

3.06

✅

python_scripts/metrics_ex_01

2025-01-29 11:36

cache

1.76

✅

python_scripts/metrics_ex_02

2025-01-29 11:36

cache

1.28

✅

python_scripts/metrics_regression

2025-01-29 11:36

cache

2.51

✅

python_scripts/metrics_sol_01

2025-01-29 11:36

cache

2.37

✅

python_scripts/metrics_sol_02

2025-01-29 11:36

cache

4.88

✅

python_scripts/parameter_tuning_ex_02

2025-01-29 11:36

cache

1.88

✅

python_scripts/parameter_tuning_ex_03

2025-01-29 11:36

cache

1.69

✅

python_scripts/parameter_tuning_grid_search

2025-01-29 11:37

cache

10.28

✅

python_scripts/parameter_tuning_manual

2025-01-29 11:37

cache

4.28

✅

python_scripts/parameter_tuning_nested

2025-01-29 11:37

cache

24.62

✅

python_scripts/parameter_tuning_parallel_plot

2025-01-29 11:37

cache

3.06

✅

python_scripts/parameter_tuning_randomized_search

2025-01-29 11:38

cache

30.94

✅

python_scripts/parameter_tuning_sol_02

2025-01-29 11:38

cache

6.01

✅

python_scripts/parameter_tuning_sol_03

2025-01-29 11:38

cache

19.39

✅

python_scripts/trees_classification

2025-01-29 11:38

cache

2.88

✅

python_scripts/trees_dataset

2025-01-29 11:38

cache

2.9

✅

python_scripts/trees_ex_01

2025-01-29 11:38

cache

1.57

✅

python_scripts/trees_ex_02

2025-01-29 11:38

cache

1.07

✅

python_scripts/trees_hyperparameters

2025-01-29 11:38

cache

5.61

✅

python_scripts/trees_regression

2025-01-29 11:38

cache

3.17

✅

python_scripts/trees_sol_01

2025-01-29 11:38

cache

2.78

✅

python_scripts/trees_sol_02

2025-01-29 11:38

cache

2.55

✅