Notebook timings

Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2026-09-11 08:54

cache

8.12

✅

python_scripts/01_tabular_data_exploration_ex_01

2026-09-11 08:54

cache

0.64

✅

python_scripts/01_tabular_data_exploration_sol_01

2026-09-11 08:54

cache

3.51

✅

python_scripts/02_numerical_pipeline_cross_validation

2026-09-11 08:54

cache

2.49

✅

python_scripts/02_numerical_pipeline_ex_00

2026-09-11 08:54

cache

1.87

✅

python_scripts/02_numerical_pipeline_ex_01

2026-09-11 08:54

cache

1.83

✅

python_scripts/02_numerical_pipeline_hands_on

2026-09-11 08:54

cache

2.13

✅

python_scripts/02_numerical_pipeline_introduction

2026-09-11 08:55

cache

3.53

✅

python_scripts/02_numerical_pipeline_scaling

2026-09-11 08:55

cache

3.18

✅

python_scripts/02_numerical_pipeline_sol_00

2026-09-11 08:55

cache

4.0

✅

python_scripts/02_numerical_pipeline_sol_01

2026-09-11 08:55

cache

5.02

✅

python_scripts/03_categorical_pipeline

2026-09-11 08:55

cache

3.07

✅

python_scripts/03_categorical_pipeline_column_transformer

2026-09-11 08:55

cache

4.31

✅

python_scripts/03_categorical_pipeline_ex_01

2026-09-11 08:55

cache

1.85

✅

python_scripts/03_categorical_pipeline_ex_02

2026-09-11 08:55

cache

5.46

✅

python_scripts/03_categorical_pipeline_sol_01

2026-09-11 08:55

cache

4.11

✅

python_scripts/03_categorical_pipeline_sol_02

2026-09-11 08:55

cache

24.91

✅

python_scripts/03_categorical_pipeline_visualization

2026-09-11 08:56

cache

2.09

✅

python_scripts/clustering_ex_01

2026-09-11 08:56

cache

3.11

✅

python_scripts/clustering_ex_02

2026-09-11 08:56

cache

1.03

✅

python_scripts/clustering_hdbscan

2026-09-11 08:56

cache

4.67

❌

python_scripts/clustering_kmeans

2026-09-11 08:56

cache

11.6

✅

python_scripts/clustering_sol_01

2026-09-11 08:56

cache

15.57

✅

python_scripts/clustering_sol_02

2026-09-11 08:56

cache

2.77

✅

python_scripts/clustering_supervised_metrics

2026-09-11 08:56

cache

14.32

✅

python_scripts/clustering_transformer

2026-09-11 08:56

cache

2.64

❌

python_scripts/cross_validation_baseline

2026-09-11 08:57

cache

9.15

✅

python_scripts/cross_validation_ex_01

2026-09-11 08:57

cache

1.0

✅

python_scripts/cross_validation_ex_02

2026-09-11 08:57

cache

0.99

✅

python_scripts/cross_validation_grouping

2026-09-11 08:57

cache

8.11

✅

python_scripts/cross_validation_learning_curve

2026-09-11 08:57

cache

13.25

✅

python_scripts/cross_validation_nested

2026-09-11 08:57

cache

21.65

✅

python_scripts/cross_validation_sol_01

2026-09-11 08:58

cache

10.98

✅

python_scripts/cross_validation_sol_02

2026-09-11 08:58

cache

7.72

✅

python_scripts/cross_validation_stratification

2026-09-11 08:58

cache

3.48

✅

python_scripts/cross_validation_time

2026-09-11 08:58

cache

6.76

✅

python_scripts/cross_validation_train_test

2026-09-11 08:58

cache

10.62

✅

python_scripts/cross_validation_validation_curve

2026-09-11 08:58

cache

18.91

✅

python_scripts/datasets_adult_census

2026-09-11 08:58

cache

2.88

✅

python_scripts/datasets_ames_housing

2026-09-11 08:59

cache

8.93

✅

python_scripts/datasets_bike_rides

2026-09-11 08:59

cache

6.5

✅

python_scripts/datasets_blood_transfusion

2026-09-11 08:59

cache

4.52

✅

python_scripts/datasets_california_housing

2026-09-11 08:59

cache

12.25

✅

python_scripts/dev_features_importance

2026-09-11 09:00

cache

52.63

✅

python_scripts/dimred_components

2026-09-11 09:00

cache

5.32

✅

python_scripts/dimred_ex_01

2026-09-11 09:00

cache

2.77

✅

python_scripts/dimred_intuitions

2026-09-11 09:00

cache

3.58

✅

python_scripts/dimred_preprocessing

2026-09-11 09:00

cache

4.91

✅

python_scripts/dimred_sol_01

2026-09-11 09:00

cache

16.45

✅

python_scripts/dimred_text

2026-09-11 09:01

cache

16.5

✅

python_scripts/ensemble_adaboost

2026-09-11 09:01

cache

3.43

✅

python_scripts/ensemble_bagging

2026-09-11 09:01

cache

4.9

✅

python_scripts/ensemble_ex_01

2026-09-11 09:01

cache

1.83

✅

python_scripts/ensemble_ex_02

2026-09-11 09:01

cache

1.76

✅

python_scripts/ensemble_ex_03

2026-09-11 09:01

cache

1.89

✅

python_scripts/ensemble_ex_04

2026-09-11 09:01

cache

1.82

✅

python_scripts/ensemble_gradient_boosting

2026-09-11 09:02

cache

62.69

✅

python_scripts/ensemble_hist_gradient_boosting

2026-09-11 09:03

cache

75.16

✅

python_scripts/ensemble_hyperparameters

2026-09-11 09:05

cache

83.76

✅

python_scripts/ensemble_introduction

2026-09-11 09:05

cache

23.05

✅

python_scripts/ensemble_random_forest

2026-09-11 09:05

cache

21.96

✅

python_scripts/ensemble_sol_01

2026-09-11 09:06

cache

18.36

✅

python_scripts/ensemble_sol_02

2026-09-11 09:06

cache

2.43

✅

python_scripts/ensemble_sol_03

2026-09-11 09:07

cache

87.55

✅

python_scripts/ensemble_sol_04

2026-09-11 09:08

cache

49.41

✅

python_scripts/feature_selection_ex_01

2026-09-11 09:08

cache

1.79

✅

python_scripts/feature_selection_introduction

2026-09-11 09:08

cache

12.15

✅

python_scripts/feature_selection_limitation_model

2026-09-11 09:09

cache

41.73

✅

python_scripts/feature_selection_sol_01

2026-09-11 09:09

cache

6.97

✅

python_scripts/linear_models_ex_01

2026-09-11 09:09

cache

0.86

✅

python_scripts/linear_models_ex_02

2026-09-11 09:09

cache

1.01

✅

python_scripts/linear_models_ex_03

2026-09-11 09:09

cache

1.0

✅

python_scripts/linear_models_ex_04

2026-09-11 09:09

cache

2.23

✅

python_scripts/linear_models_feature_engineering_classification

2026-09-11 09:09

cache

6.7

✅

python_scripts/linear_models_regularization

2026-09-11 09:09

cache

9.42

✅

python_scripts/linear_models_sol_01

2026-09-11 09:09

cache

2.18

✅

python_scripts/linear_models_sol_02

2026-09-11 09:10

cache

6.54

✅

python_scripts/linear_models_sol_03

2026-09-11 09:10

cache

15.74

✅

python_scripts/linear_models_sol_04

2026-09-11 09:10

cache

5.58

✅

python_scripts/linear_regression_in_sklearn

2026-09-11 09:10

cache

2.5

✅

python_scripts/linear_regression_non_linear_link

2026-09-11 09:10

cache

3.64

✅

python_scripts/linear_regression_without_sklearn

2026-09-11 09:10

cache

2.8

✅

python_scripts/logistic_regression

2026-09-11 09:10

cache

3.33

✅

python_scripts/metrics_classification

2026-09-11 09:10

cache

3.42

✅

python_scripts/metrics_ex_01

2026-09-11 09:10

cache

1.83

✅

python_scripts/metrics_ex_02

2026-09-11 09:10

cache

0.96

✅

python_scripts/metrics_regression

2026-09-11 09:10

cache

2.61

✅

python_scripts/metrics_sol_01

2026-09-11 09:10

cache

2.66

✅

python_scripts/metrics_sol_02

2026-09-11 09:10

cache

4.75

✅

python_scripts/parameter_tuning_ex_02

2026-09-11 09:10

cache

1.93

✅

python_scripts/parameter_tuning_ex_03

2026-09-11 09:10

cache

1.86

✅

python_scripts/parameter_tuning_grid_search

2026-09-11 09:11

cache

10.23

✅

python_scripts/parameter_tuning_manual

2026-09-11 09:11

cache

4.03

✅

python_scripts/parameter_tuning_nested

2026-09-11 09:11

cache

21.87

✅

python_scripts/parameter_tuning_parallel_plot

2026-09-11 09:11

cache

2.95

✅

python_scripts/parameter_tuning_randomized_search

2026-09-11 09:12

cache

23.67

✅

python_scripts/parameter_tuning_sol_02

2026-09-11 09:12

cache

5.6

✅

python_scripts/parameter_tuning_sol_03

2026-09-11 09:12

cache

19.54

✅

python_scripts/trees_classification

2026-09-11 09:12

cache

3.09

✅

python_scripts/trees_dataset

2026-09-11 09:12

cache

2.69

✅

python_scripts/trees_ex_01

2026-09-11 09:12

cache

1.8

✅

python_scripts/trees_ex_02

2026-09-11 09:12

cache

0.95

✅

python_scripts/trees_hyperparameters

2026-09-11 09:12

cache

5.88

✅

python_scripts/trees_regression

2026-09-11 09:12

cache

3.3

✅

python_scripts/trees_sol_01

2026-09-11 09:12

cache

3.22

✅

python_scripts/trees_sol_02

2026-09-11 09:12

cache

2.8

✅