Notebook timings

Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2026-10-13 13:38

cache

5.67

✅

python_scripts/01_tabular_data_exploration_ex_01

2026-10-13 13:38

cache

0.61

✅

python_scripts/01_tabular_data_exploration_sol_01

2026-10-13 13:38

cache

2.93

✅

python_scripts/02_numerical_pipeline_cross_validation

2026-10-13 13:38

cache

2.14

✅

python_scripts/02_numerical_pipeline_ex_00

2026-10-13 13:38

cache

1.83

✅

python_scripts/02_numerical_pipeline_ex_01

2026-10-13 13:38

cache

1.6

✅

python_scripts/02_numerical_pipeline_hands_on

2026-10-13 13:38

cache

1.71

✅

python_scripts/02_numerical_pipeline_introduction

2026-10-13 13:39

cache

2.81

✅

python_scripts/02_numerical_pipeline_scaling

2026-10-13 13:39

cache

2.63

✅

python_scripts/02_numerical_pipeline_sol_00

2026-10-13 13:39

cache

3.16

✅

python_scripts/02_numerical_pipeline_sol_01

2026-10-13 13:39

cache

1.59

✅

python_scripts/03_categorical_pipeline

2026-10-13 13:39

cache

2.51

✅

python_scripts/03_categorical_pipeline_column_transformer

2026-10-13 13:39

cache

3.52

✅

python_scripts/03_categorical_pipeline_ex_01

2026-10-13 13:39

cache

1.6

✅

python_scripts/03_categorical_pipeline_ex_02

2026-10-13 13:39

cache

4.55

✅

python_scripts/03_categorical_pipeline_sol_01

2026-10-13 13:39

cache

3.36

✅

python_scripts/03_categorical_pipeline_sol_02

2026-10-13 13:39

cache

21.36

✅

python_scripts/03_categorical_pipeline_visualization

2026-10-13 13:39

cache

1.75

✅

python_scripts/clustering_ex_01

2026-10-13 13:39

cache

2.56

✅

python_scripts/clustering_ex_02

2026-10-13 13:39

cache

0.9

✅

python_scripts/clustering_hdbscan

2026-10-13 13:39

cache

4.42

❌

python_scripts/clustering_kmeans

2026-10-13 13:40

cache

8.88

✅

python_scripts/clustering_sol_01

2026-10-13 13:40

cache

11.94

✅

python_scripts/clustering_sol_02

2026-10-13 13:40

cache

2.28

✅

python_scripts/clustering_supervised_metrics

2026-10-13 13:40

cache

10.71

✅

python_scripts/clustering_transformer

2026-10-13 13:40

cache

2.43

❌

python_scripts/cross_validation_baseline

2026-10-13 13:40

cache

8.03

✅

python_scripts/cross_validation_ex_01

2026-10-13 13:40

cache

0.87

✅

python_scripts/cross_validation_ex_02

2026-10-13 13:40

cache

0.88

✅

python_scripts/cross_validation_grouping

2026-10-13 13:40

cache

6.03

✅

python_scripts/cross_validation_learning_curve

2026-10-13 13:41

cache

11.47

✅

python_scripts/cross_validation_nested

2026-10-13 13:41

cache

17.81

✅

python_scripts/cross_validation_sol_01

2026-10-13 13:41

cache

8.94

✅

python_scripts/cross_validation_sol_02

2026-10-13 13:41

cache

6.35

✅

python_scripts/cross_validation_stratification

2026-10-13 13:41

cache

2.73

✅

python_scripts/cross_validation_time

2026-10-13 13:41

cache

5.75

✅

python_scripts/cross_validation_train_test

2026-10-13 13:41

cache

8.66

✅

python_scripts/cross_validation_validation_curve

2026-10-13 13:42

cache

16.16

✅

python_scripts/datasets_adult_census

2026-10-13 13:42

cache

2.41

✅

python_scripts/datasets_ames_housing

2026-10-13 13:42

cache

6.38

✅

python_scripts/datasets_bike_rides

2026-10-13 13:42

cache

4.78

✅

python_scripts/datasets_blood_transfusion

2026-10-13 13:42

cache

3.34

✅

python_scripts/datasets_california_housing

2026-10-13 13:42

cache

9.68

✅

python_scripts/dev_features_importance

2026-10-13 13:43

cache

44.31

✅

python_scripts/dimred_components

2026-10-13 13:43

cache

4.0

✅

python_scripts/dimred_ex_01

2026-10-13 13:43

cache

2.16

✅

python_scripts/dimred_intuitions

2026-10-13 13:43

cache

2.67

✅

python_scripts/dimred_preprocessing

2026-10-13 13:43

cache

3.81

✅

python_scripts/dimred_sol_01

2026-10-13 13:43

cache

13.32

✅

python_scripts/dimred_text

2026-10-13 13:43

cache

12.88

✅

python_scripts/ensemble_adaboost

2026-10-13 13:44

cache

2.66

✅

python_scripts/ensemble_bagging

2026-10-13 13:44

cache

3.7

✅

python_scripts/ensemble_ex_01

2026-10-13 13:44

cache

1.47

✅

python_scripts/ensemble_ex_02

2026-10-13 13:44

cache

1.32

✅

python_scripts/ensemble_ex_03

2026-10-13 13:44

cache

1.42

✅

python_scripts/ensemble_ex_04

2026-10-13 13:44

cache

1.41

✅

python_scripts/ensemble_gradient_boosting

2026-10-13 13:45

cache

52.55

✅

python_scripts/ensemble_hist_gradient_boosting

2026-10-13 13:46

cache

64.94

✅

python_scripts/ensemble_hyperparameters

2026-10-13 13:47

cache

69.54

✅

python_scripts/ensemble_introduction

2026-10-13 13:47

cache

19.71

✅

python_scripts/ensemble_random_forest

2026-10-13 13:47

cache

18.21

✅

python_scripts/ensemble_sol_01

2026-10-13 13:48

cache

20.11

✅

python_scripts/ensemble_sol_02

2026-10-13 13:48

cache

1.96

✅

python_scripts/ensemble_sol_03

2026-10-13 13:49

cache

75.44

✅

python_scripts/ensemble_sol_04

2026-10-13 13:50

cache

39.71

✅

python_scripts/feature_selection_ex_01

2026-10-13 13:50

cache

1.6

✅

python_scripts/feature_selection_introduction

2026-10-13 13:50

cache

10.65

✅

python_scripts/feature_selection_limitation_model

2026-10-13 13:51

cache

36.83

✅

python_scripts/feature_selection_sol_01

2026-10-13 13:51

cache

6.15

✅

python_scripts/linear_models_ex_01

2026-10-13 13:51

cache

0.7

✅

python_scripts/linear_models_ex_02

2026-10-13 13:51

cache

0.71

✅

python_scripts/linear_models_ex_03

2026-10-13 13:51

cache

0.89

✅

python_scripts/linear_models_ex_04

2026-10-13 13:51

cache

1.89

✅

python_scripts/linear_models_feature_engineering_classification

2026-10-13 13:51

cache

4.97

✅

python_scripts/linear_models_regularization

2026-10-13 13:51

cache

7.62

✅

python_scripts/linear_models_sol_01

2026-10-13 13:51

cache

1.88

✅

python_scripts/linear_models_sol_02

2026-10-13 13:51

cache

5.54

✅

python_scripts/linear_models_sol_03

2026-10-13 13:51

cache

12.7

✅

python_scripts/linear_models_sol_04

2026-10-13 13:51

cache

4.28

✅

python_scripts/linear_regression_in_sklearn

2026-10-13 13:51

cache

1.98

✅

python_scripts/linear_regression_non_linear_link

2026-10-13 13:51

cache

2.75

✅

python_scripts/linear_regression_without_sklearn

2026-10-13 13:51

cache

2.28

✅

python_scripts/logistic_regression

2026-10-13 13:52

cache

2.59

✅

python_scripts/metrics_classification

2026-10-13 13:52

cache

2.67

✅

python_scripts/metrics_ex_01

2026-10-13 13:52

cache

1.55

✅

python_scripts/metrics_ex_02

2026-10-13 13:52

cache

0.81

✅

python_scripts/metrics_regression

2026-10-13 13:52

cache

2.28

✅

python_scripts/metrics_sol_01

2026-10-13 13:52

cache

2.1

✅

python_scripts/metrics_sol_02

2026-10-13 13:52

cache

3.68

✅

python_scripts/parameter_tuning_ex_02

2026-10-13 13:52

cache

1.57

✅

python_scripts/parameter_tuning_ex_03

2026-10-13 13:52

cache

1.53

✅

python_scripts/parameter_tuning_grid_search

2026-10-13 13:52

cache

8.62

✅

python_scripts/parameter_tuning_manual

2026-10-13 13:52

cache

6.02

✅

python_scripts/parameter_tuning_nested

2026-10-13 13:52

cache

18.13

✅

python_scripts/parameter_tuning_parallel_plot

2026-10-13 13:52

cache

2.36

✅

python_scripts/parameter_tuning_randomized_search

2026-10-13 13:53

cache

19.48

✅

python_scripts/parameter_tuning_sol_02

2026-10-13 13:53

cache

4.4

✅

python_scripts/parameter_tuning_sol_03

2026-10-13 13:53

cache

15.62

✅

python_scripts/trees_classification

2026-10-13 13:53

cache

2.44

✅

python_scripts/trees_dataset

2026-10-13 13:53

cache

2.11

✅

python_scripts/trees_ex_01

2026-10-13 13:53

cache

1.35

✅

python_scripts/trees_ex_02

2026-10-13 13:53

cache

0.79

✅

python_scripts/trees_hyperparameters

2026-10-13 13:53

cache

4.53

✅

python_scripts/trees_regression

2026-10-13 13:53

cache

2.5

✅

python_scripts/trees_sol_01

2026-10-13 13:53

cache

2.53

✅

python_scripts/trees_sol_02

2026-10-13 13:53

cache

2.2

✅