Notebook timings

Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2025-07-30 07:53

cache

8.07

✅

python_scripts/01_tabular_data_exploration_ex_01

2025-07-30 07:53

cache

0.75

✅

python_scripts/01_tabular_data_exploration_sol_01

2025-07-30 07:53

cache

3.75

✅

python_scripts/02_numerical_pipeline_cross_validation

2025-07-30 07:53

cache

2.29

✅

python_scripts/02_numerical_pipeline_ex_00

2025-07-30 07:53

cache

1.62

✅

python_scripts/02_numerical_pipeline_ex_01

2025-07-30 07:53

cache

1.63

✅

python_scripts/02_numerical_pipeline_hands_on

2025-07-30 07:53

cache

1.87

✅

python_scripts/02_numerical_pipeline_introduction

2025-07-30 07:54

cache

4.72

✅

python_scripts/02_numerical_pipeline_scaling

2025-07-30 07:54

cache

3.19

✅

python_scripts/02_numerical_pipeline_sol_00

2025-07-30 07:54

cache

5.52

✅

python_scripts/02_numerical_pipeline_sol_01

2025-07-30 07:54

cache

1.61

✅

python_scripts/03_categorical_pipeline

2025-07-30 07:54

cache

3.15

✅

python_scripts/03_categorical_pipeline_column_transformer

2025-07-30 07:54

cache

4.42

✅

python_scripts/03_categorical_pipeline_ex_01

2025-07-30 07:54

cache

1.65

✅

python_scripts/03_categorical_pipeline_ex_02

2025-07-30 07:54

cache

5.9

✅

python_scripts/03_categorical_pipeline_sol_01

2025-07-30 07:54

cache

4.0

✅

python_scripts/03_categorical_pipeline_sol_02

2025-07-30 07:54

cache

26.12

✅

python_scripts/03_categorical_pipeline_visualization

2025-07-30 07:55

cache

1.96

✅

python_scripts/cross_validation_baseline

2025-07-30 07:55

cache

10.07

✅

python_scripts/cross_validation_ex_01

2025-07-30 07:55

cache

1.27

✅

python_scripts/cross_validation_ex_02

2025-07-30 07:55

cache

1.1

✅

python_scripts/cross_validation_grouping

2025-07-30 07:55

cache

6.27

✅

python_scripts/cross_validation_learning_curve

2025-07-30 07:55

cache

12.85

✅

python_scripts/cross_validation_nested

2025-07-30 07:55

cache

20.88

✅

python_scripts/cross_validation_sol_01

2025-07-30 07:56

cache

10.54

✅

python_scripts/cross_validation_sol_02

2025-07-30 07:56

cache

7.6

✅

python_scripts/cross_validation_stratification

2025-07-30 07:56

cache

3.08

✅

python_scripts/cross_validation_time

2025-07-30 07:56

cache

6.27

✅

python_scripts/cross_validation_train_test

2025-07-30 07:56

cache

10.34

✅

python_scripts/cross_validation_validation_curve

2025-07-30 07:56

cache

18.88

✅

python_scripts/datasets_adult_census

2025-07-30 07:56

cache

2.31

✅

python_scripts/datasets_ames_housing

2025-07-30 07:57

cache

9.07

✅

python_scripts/datasets_bike_rides

2025-07-30 07:57

cache

8.3

✅

python_scripts/datasets_blood_transfusion

2025-07-30 07:57

cache

5.79

✅

python_scripts/datasets_california_housing

2025-07-30 07:57

cache

14.89

✅

python_scripts/dev_features_importance

2025-07-30 07:58

cache

55.23

✅

python_scripts/ensemble_adaboost

2025-07-30 07:58

cache

3.01

✅

python_scripts/ensemble_bagging

2025-07-30 07:58

cache

4.77

✅

python_scripts/ensemble_ex_01

2025-07-30 07:58

cache

1.5

✅

python_scripts/ensemble_ex_02

2025-07-30 07:58

cache

1.5

✅

python_scripts/ensemble_ex_03

2025-07-30 07:58

cache

1.69

✅

python_scripts/ensemble_ex_04

2025-07-30 07:58

cache

1.46

✅

python_scripts/ensemble_gradient_boosting

2025-07-30 07:59

cache

65.52

✅

python_scripts/ensemble_hist_gradient_boosting

2025-07-30 08:00

cache

41.77

✅

python_scripts/ensemble_hyperparameters

2025-07-30 08:01

cache

58.97

✅

python_scripts/ensemble_introduction

2025-07-30 08:01

cache

23.42

✅

python_scripts/ensemble_random_forest

2025-07-30 08:02

cache

21.52

✅

python_scripts/ensemble_sol_01

2025-07-30 08:02

cache

25.03

✅

python_scripts/ensemble_sol_02

2025-07-30 08:02

cache

2.2

✅

python_scripts/ensemble_sol_03

2025-07-30 08:04

cache

91.64

✅

python_scripts/ensemble_sol_04

2025-07-30 08:04

cache

37.76

✅

python_scripts/feature_selection_ex_01

2025-07-30 08:04

cache

1.68

✅

python_scripts/feature_selection_introduction

2025-07-30 08:05

cache

13.01

✅

python_scripts/feature_selection_limitation_model

2025-07-30 08:05

cache

45.22

✅

python_scripts/feature_selection_sol_01

2025-07-30 08:05

cache

6.62

✅

python_scripts/linear_models_ex_01

2025-07-30 08:05

cache

1.12

✅

python_scripts/linear_models_ex_02

2025-07-30 08:05

cache

1.3

✅

python_scripts/linear_models_ex_03

2025-07-30 08:05

cache

1.22

✅

python_scripts/linear_models_ex_04

2025-07-30 08:06

cache

1.98

✅

python_scripts/linear_models_feature_engineering_classification

2025-07-30 08:06

cache

6.96

✅

python_scripts/linear_models_regularization

2025-07-30 08:06

cache

8.49

✅

python_scripts/linear_models_sol_01

2025-07-30 08:06

cache

1.99

✅

python_scripts/linear_models_sol_02

2025-07-30 08:06

cache

6.06

✅

python_scripts/linear_models_sol_03

2025-07-30 08:06

cache

15.29

✅

python_scripts/linear_models_sol_04

2025-07-30 08:06

cache

5.4

✅

python_scripts/linear_regression_in_sklearn

2025-07-30 08:06

cache

2.12

✅

python_scripts/linear_regression_non_linear_link

2025-07-30 08:06

cache

3.52

✅

python_scripts/linear_regression_without_sklearn

2025-07-30 08:06

cache

2.82

✅

python_scripts/logistic_regression

2025-07-30 08:06

cache

2.89

✅

python_scripts/metrics_classification

2025-07-30 08:07

cache

3.03

✅

python_scripts/metrics_ex_01

2025-07-30 08:07

cache

1.52

✅

python_scripts/metrics_ex_02

2025-07-30 08:07

cache

1.07

✅

python_scripts/metrics_regression

2025-07-30 08:07

cache

2.47

✅

python_scripts/metrics_sol_01

2025-07-30 08:07

cache

2.48

✅

python_scripts/metrics_sol_02

2025-07-30 08:07

cache

4.76

✅

python_scripts/parameter_tuning_ex_02

2025-07-30 08:07

cache

1.59

✅

python_scripts/parameter_tuning_ex_03

2025-07-30 08:07

cache

1.74

✅

python_scripts/parameter_tuning_grid_search

2025-07-30 08:07

cache

2.1

❌

python_scripts/parameter_tuning_manual

2025-07-30 08:07

cache

4.26

✅

python_scripts/parameter_tuning_nested

2025-07-30 08:07

cache

24.34

✅

python_scripts/parameter_tuning_parallel_plot

2025-07-30 08:07

cache

2.97

✅

python_scripts/parameter_tuning_randomized_search

2025-07-30 08:08

cache

21.08

✅

python_scripts/parameter_tuning_sol_02

2025-07-30 08:08

cache

5.96

✅

python_scripts/parameter_tuning_sol_03

2025-07-30 08:08

cache

19.21

✅

python_scripts/trees_classification

2025-07-30 08:08

cache

2.64

✅

python_scripts/trees_dataset

2025-07-30 08:08

cache

2.87

✅

python_scripts/trees_ex_01

2025-07-30 08:08

cache

1.52

✅

python_scripts/trees_ex_02

2025-07-30 08:08

cache

1.07

✅

python_scripts/trees_hyperparameters

2025-07-30 08:08

cache

5.19

✅

python_scripts/trees_regression

2025-07-30 08:08

cache

3.12

✅

python_scripts/trees_sol_01

2025-07-30 08:08

cache

2.91

✅

python_scripts/trees_sol_02

2025-07-30 08:09

cache

2.54

✅