Notebook timings

Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2026-07-29 12:18

cache

7.51

✅

python_scripts/01_tabular_data_exploration_ex_01

2026-07-29 12:18

cache

0.94

✅

python_scripts/01_tabular_data_exploration_sol_01

2026-07-29 12:18

cache

3.87

✅

python_scripts/02_numerical_pipeline_cross_validation

2026-07-29 12:18

cache

2.49

✅

python_scripts/02_numerical_pipeline_ex_00

2026-07-29 12:18

cache

2.04

✅

python_scripts/02_numerical_pipeline_ex_01

2026-07-29 12:18

cache

2.18

✅

python_scripts/02_numerical_pipeline_hands_on

2026-07-29 12:18

cache

2.24

✅

python_scripts/02_numerical_pipeline_introduction

2026-07-29 12:18

cache

3.67

✅

python_scripts/02_numerical_pipeline_scaling

2026-07-29 12:19

cache

3.38

✅

python_scripts/02_numerical_pipeline_sol_00

2026-07-29 12:19

cache

4.32

✅

python_scripts/02_numerical_pipeline_sol_01

2026-07-29 12:19

cache

2.09

✅

python_scripts/03_categorical_pipeline

2026-07-29 12:19

cache

3.22

✅

python_scripts/03_categorical_pipeline_column_transformer

2026-07-29 12:19

cache

4.53

✅

python_scripts/03_categorical_pipeline_ex_01

2026-07-29 12:19

cache

2.2

✅

python_scripts/03_categorical_pipeline_ex_02

2026-07-29 12:19

cache

5.72

✅

python_scripts/03_categorical_pipeline_sol_01

2026-07-29 12:19

cache

4.3

✅

python_scripts/03_categorical_pipeline_sol_02

2026-07-29 12:19

cache

25.51

✅

python_scripts/03_categorical_pipeline_visualization

2026-07-29 12:19

cache

2.35

✅

python_scripts/clustering_ex_01

2026-07-29 12:19

cache

3.45

✅

python_scripts/clustering_ex_02

2026-07-29 12:20

cache

1.11

✅

python_scripts/clustering_hdbscan

2026-07-29 12:20

cache

10.58

✅

python_scripts/clustering_kmeans

2026-07-29 12:20

cache

11.81

✅

python_scripts/clustering_sol_01

2026-07-29 12:20

cache

15.84

✅

python_scripts/clustering_sol_02

2026-07-29 12:20

cache

2.95

✅

python_scripts/clustering_supervised_metrics

2026-07-29 12:20

cache

14.37

✅

python_scripts/clustering_transformer

2026-07-29 12:21

cache

31.21

✅

python_scripts/cross_validation_baseline

2026-07-29 12:21

cache

9.44

✅

python_scripts/cross_validation_ex_01

2026-07-29 12:21

cache

1.12

✅

python_scripts/cross_validation_ex_02

2026-07-29 12:21

cache

1.19

✅

python_scripts/cross_validation_grouping

2026-07-29 12:21

cache

8.39

✅

python_scripts/cross_validation_learning_curve

2026-07-29 12:22

cache

13.56

✅

python_scripts/cross_validation_nested

2026-07-29 12:22

cache

22.01

✅

python_scripts/cross_validation_sol_01

2026-07-29 12:22

cache

11.31

✅

python_scripts/cross_validation_sol_02

2026-07-29 12:22

cache

8.07

✅

python_scripts/cross_validation_stratification

2026-07-29 12:22

cache

3.75

✅

python_scripts/cross_validation_time

2026-07-29 12:22

cache

7.1

✅

python_scripts/cross_validation_train_test

2026-07-29 12:23

cache

10.58

✅

python_scripts/cross_validation_validation_curve

2026-07-29 12:23

cache

19.37

✅

python_scripts/datasets_adult_census

2026-07-29 12:23

cache

3.11

✅

python_scripts/datasets_ames_housing

2026-07-29 12:23

cache

9.15

✅

python_scripts/datasets_bike_rides

2026-07-29 12:23

cache

6.62

✅

python_scripts/datasets_blood_transfusion

2026-07-29 12:23

cache

4.82

✅

python_scripts/datasets_california_housing

2026-07-29 12:24

cache

12.83

✅

python_scripts/dev_features_importance

2026-07-29 12:24

cache

53.05

✅

python_scripts/dimred_components

2026-08-05 09:00

cache

6.35

✅

python_scripts/dimred_ex_01

2026-08-05 09:00

cache

2.06

✅

python_scripts/dimred_intuitions

2026-08-05 09:00

cache

2.17

✅

python_scripts/dimred_preprocessing

2026-08-05 09:00

cache

3.09

✅

python_scripts/dimred_sol_01

2026-08-05 09:00

cache

8.23

✅

python_scripts/dimred_text

2026-08-05 09:00

cache

10.13

✅

python_scripts/ensemble_adaboost

2026-07-29 12:24

cache

3.66

✅

python_scripts/ensemble_bagging

2026-07-29 12:25

cache

5.11

✅

python_scripts/ensemble_ex_01

2026-07-29 12:25

cache

1.95

✅

python_scripts/ensemble_ex_02

2026-07-29 12:25

cache

1.97

✅

python_scripts/ensemble_ex_03

2026-07-29 12:25

cache

2.08

✅

python_scripts/ensemble_ex_04

2026-07-29 12:25

cache

2.01

✅

python_scripts/ensemble_gradient_boosting

2026-07-29 12:26

cache

63.07

✅

python_scripts/ensemble_hist_gradient_boosting

2026-07-29 12:27

cache

61.58

✅

python_scripts/ensemble_hyperparameters

2026-07-29 12:28

cache

84.79

✅

python_scripts/ensemble_introduction

2026-07-29 12:29

cache

23.69

✅

python_scripts/ensemble_random_forest

2026-07-29 12:29

cache

22.48

✅

python_scripts/ensemble_sol_01

2026-07-29 12:29

cache

20.93

✅

python_scripts/ensemble_sol_02

2026-07-29 12:29

cache

2.84

✅

python_scripts/ensemble_sol_03

2026-07-29 12:31

cache

88.53

✅

python_scripts/ensemble_sol_04

2026-07-29 12:32

cache

50.69

✅

python_scripts/feature_selection_ex_01

2026-07-29 12:32

cache

2.01

✅

python_scripts/feature_selection_introduction

2026-07-29 12:32

cache

12.34

✅

python_scripts/feature_selection_limitation_model

2026-07-29 12:33

cache

41.97

✅

python_scripts/feature_selection_sol_01

2026-07-29 12:33

cache

7.43

✅

python_scripts/linear_models_ex_01

2026-07-29 12:33

cache

1.14

✅

python_scripts/linear_models_ex_02

2026-07-29 12:33

cache

1.19

✅

python_scripts/linear_models_ex_03

2026-07-29 12:33

cache

1.25

✅

python_scripts/linear_models_ex_04

2026-07-29 12:33

cache

2.54

✅

python_scripts/linear_models_feature_engineering_classification

2026-07-29 12:33

cache

7.14

✅

python_scripts/linear_models_regularization

2026-07-29 12:33

cache

9.89

✅

python_scripts/linear_models_sol_01

2026-07-29 12:33

cache

2.62

✅

python_scripts/linear_models_sol_02

2026-07-29 12:33

cache

7.16

✅

python_scripts/linear_models_sol_03

2026-07-29 12:34

cache

16.12

✅

python_scripts/linear_models_sol_04

2026-07-29 12:34

cache

5.92

✅

python_scripts/linear_regression_in_sklearn

2026-07-29 12:34

cache

2.76

✅

python_scripts/linear_regression_non_linear_link

2026-07-29 12:34

cache

3.86

✅

python_scripts/linear_regression_without_sklearn

2026-07-29 12:34

cache

3.19

✅

python_scripts/logistic_regression

2026-07-29 12:34

cache

3.42

✅

python_scripts/metrics_classification

2026-07-29 12:34

cache

3.65

✅

python_scripts/metrics_ex_01

2026-07-29 12:34

cache

1.97

✅

python_scripts/metrics_ex_02

2026-07-29 12:34

cache

1.12

✅

python_scripts/metrics_regression

2026-07-29 12:34

cache

2.92

✅

python_scripts/metrics_sol_01

2026-07-29 12:34

cache

2.84

✅

python_scripts/metrics_sol_02

2026-07-29 12:34

cache

4.86

✅

python_scripts/parameter_tuning_ex_02

2026-07-29 12:34

cache

2.13

✅

python_scripts/parameter_tuning_ex_03

2026-07-29 12:34

cache

5.02

✅

python_scripts/parameter_tuning_grid_search

2026-07-29 12:35

cache

10.59

✅

python_scripts/parameter_tuning_manual

2026-07-29 12:35

cache

4.12

✅

python_scripts/parameter_tuning_nested

2026-07-29 12:35

cache

22.26

✅

python_scripts/parameter_tuning_parallel_plot

2026-07-29 12:35

cache

3.24

✅

python_scripts/parameter_tuning_randomized_search

2026-07-29 12:35

cache

29.6

✅

python_scripts/parameter_tuning_sol_02

2026-07-29 12:36

cache

5.8

✅

python_scripts/parameter_tuning_sol_03

2026-07-29 12:36

cache

19.99

✅

python_scripts/trees_classification

2026-07-29 12:36

cache

3.27

✅

python_scripts/trees_dataset

2026-07-29 12:36

cache

3.08

✅

python_scripts/trees_ex_01

2026-07-29 12:36

cache

2.01

✅

python_scripts/trees_ex_02

2026-07-29 12:36

cache

1.12

✅

python_scripts/trees_hyperparameters

2026-07-29 12:36

cache

6.22

✅

python_scripts/trees_regression

2026-07-29 12:36

cache

3.51

✅

python_scripts/trees_sol_01

2026-07-29 12:36

cache

3.25

✅

python_scripts/trees_sol_02

2026-07-29 12:36

cache

2.84

✅