Notebook timings

Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2025-02-25 08:53

cache

7.64

✅

python_scripts/01_tabular_data_exploration_ex_01

2025-02-25 08:53

cache

0.82

✅

python_scripts/01_tabular_data_exploration_sol_01

2025-02-25 08:53

cache

3.85

✅

python_scripts/02_numerical_pipeline_cross_validation

2025-02-25 08:53

cache

2.33

✅

python_scripts/02_numerical_pipeline_ex_00

2025-02-25 08:53

cache

1.75

✅

python_scripts/02_numerical_pipeline_ex_01

2025-02-25 08:53

cache

1.53

✅

python_scripts/02_numerical_pipeline_hands_on

2025-02-25 08:53

cache

1.99

✅

python_scripts/02_numerical_pipeline_introduction

2025-02-25 08:53

cache

5.12

✅

python_scripts/02_numerical_pipeline_scaling

2025-02-25 08:53

cache

3.26

✅

python_scripts/02_numerical_pipeline_sol_00

2025-02-25 08:53

cache

5.49

✅

python_scripts/02_numerical_pipeline_sol_01

2025-02-25 08:53

cache

1.94

✅

python_scripts/03_categorical_pipeline

2025-02-25 08:53

cache

2.96

✅

python_scripts/03_categorical_pipeline_column_transformer

2025-02-25 08:54

cache

4.31

✅

python_scripts/03_categorical_pipeline_ex_01

2025-02-25 08:54

cache

1.88

✅

python_scripts/03_categorical_pipeline_ex_02

2025-02-25 08:54

cache

5.7

✅

python_scripts/03_categorical_pipeline_sol_01

2025-02-25 08:54

cache

4.25

✅

python_scripts/03_categorical_pipeline_sol_02

2025-02-25 08:54

cache

26.59

✅

python_scripts/03_categorical_pipeline_visualization

2025-02-25 08:54

cache

1.89

✅

python_scripts/cross_validation_baseline

2025-02-25 08:54

cache

9.57

✅

python_scripts/cross_validation_ex_01

2025-02-25 08:54

cache

1.1

✅

python_scripts/cross_validation_ex_02

2025-02-25 08:54

cache

1.31

✅

python_scripts/cross_validation_grouping

2025-02-25 08:55

cache

6.56

✅

python_scripts/cross_validation_learning_curve

2025-02-25 08:55

cache

12.8

✅

python_scripts/cross_validation_nested

2025-02-25 08:55

cache

21.05

✅

python_scripts/cross_validation_sol_01

2025-02-25 08:55

cache

10.7

✅

python_scripts/cross_validation_sol_02

2025-02-25 08:55

cache

7.58

✅

python_scripts/cross_validation_stratification

2025-02-25 08:55

cache

3.12

✅

python_scripts/cross_validation_time

2025-03-10 11:31

cache

7.84

✅

python_scripts/cross_validation_train_test

2025-02-25 08:56

cache

10.68

✅

python_scripts/cross_validation_validation_curve

2025-02-25 08:56

cache

18.95

✅

python_scripts/datasets_adult_census

2025-02-25 08:56

cache

2.75

✅

python_scripts/datasets_ames_housing

2025-02-25 08:56

cache

9.3

✅

python_scripts/datasets_bike_rides

2025-02-25 08:56

cache

8.65

✅

python_scripts/datasets_blood_transfusion

2025-02-25 08:57

cache

5.73

✅

python_scripts/datasets_california_housing

2025-02-25 08:57

cache

15.13

✅

python_scripts/dev_features_importance

2025-02-25 08:58

cache

55.45

✅

python_scripts/ensemble_adaboost

2025-02-25 08:58

cache

3.06

✅

python_scripts/ensemble_bagging

2025-02-25 08:58

cache

5.09

✅

python_scripts/ensemble_ex_01

2025-02-25 08:58

cache

1.72

✅

python_scripts/ensemble_ex_02

2025-02-25 08:58

cache

1.48

✅

python_scripts/ensemble_ex_03

2025-02-25 08:58

cache

1.7

✅

python_scripts/ensemble_ex_04

2025-02-25 08:58

cache

1.62

✅

python_scripts/ensemble_gradient_boosting

2025-02-25 08:59

cache

65.8

✅

python_scripts/ensemble_hist_gradient_boosting

2025-02-25 09:00

cache

42.02

✅

python_scripts/ensemble_hyperparameters

2025-02-25 09:01

cache

59.86

✅

python_scripts/ensemble_introduction

2025-02-25 09:01

cache

23.53

✅

python_scripts/ensemble_random_forest

2025-02-25 09:02

cache

21.98

✅

python_scripts/ensemble_sol_01

2025-02-25 09:02

cache

21.29

✅

python_scripts/ensemble_sol_02

2025-02-25 09:02

cache

2.42

✅

python_scripts/ensemble_sol_03

2025-02-25 09:03

cache

62.44

✅

python_scripts/ensemble_sol_04

2025-02-25 09:04

cache

38.76

✅

python_scripts/feature_selection_ex_01

2025-02-25 09:04

cache

1.9

✅

python_scripts/feature_selection_introduction

2025-02-25 09:04

cache

12.82

✅

python_scripts/feature_selection_limitation_model

2025-02-25 09:05

cache

45.9

✅

python_scripts/feature_selection_sol_01

2025-02-25 09:05

cache

6.64

✅

python_scripts/linear_models_ex_01

2025-02-25 09:05

cache

1.09

✅

python_scripts/linear_models_ex_02

2025-02-25 09:05

cache

1.31

✅

python_scripts/linear_models_ex_03

2025-02-25 09:05

cache

1.21

✅

python_scripts/linear_models_ex_04

2025-02-25 09:05

cache

2.36

✅

python_scripts/linear_models_feature_engineering_classification

2025-02-25 09:05

cache

7.24

✅

python_scripts/linear_models_regularization

2025-02-25 09:05

cache

8.74

✅

python_scripts/linear_models_sol_01

2025-02-25 09:05

cache

2.04

✅

python_scripts/linear_models_sol_02

2025-02-25 09:05

cache

6.14

✅

python_scripts/linear_models_sol_03

2025-02-25 09:06

cache

15.38

✅

python_scripts/linear_models_sol_04

2025-02-25 09:06

cache

5.47

✅

python_scripts/linear_regression_in_sklearn

2025-02-25 09:06

cache

2.36

✅

python_scripts/linear_regression_non_linear_link

2025-02-25 09:06

cache

3.57

✅

python_scripts/linear_regression_without_sklearn

2025-02-25 09:06

cache

2.67

✅

python_scripts/logistic_regression

2025-02-25 09:06

cache

3.05

✅

python_scripts/metrics_classification

2025-02-25 09:06

cache

3.15

✅

python_scripts/metrics_ex_01

2025-02-25 09:06

cache

1.67

✅

python_scripts/metrics_ex_02

2025-02-25 09:06

cache

1.31

✅

python_scripts/metrics_regression

2025-02-25 09:06

cache

2.67

✅

python_scripts/metrics_sol_01

2025-02-25 09:06

cache

2.55

✅

python_scripts/metrics_sol_02

2025-02-25 09:06

cache

5.05

✅

python_scripts/parameter_tuning_ex_02

2025-02-25 09:06

cache

1.65

✅

python_scripts/parameter_tuning_ex_03

2025-02-25 09:06

cache

1.85

✅

python_scripts/parameter_tuning_grid_search

2025-02-25 09:06

cache

10.33

✅

python_scripts/parameter_tuning_manual

2025-02-25 09:06

cache

4.21

✅

python_scripts/parameter_tuning_nested

2025-02-25 09:07

cache

24.56

✅

python_scripts/parameter_tuning_parallel_plot

2025-02-25 09:07

cache

3.0

✅

python_scripts/parameter_tuning_randomized_search

2025-02-25 09:07

cache

34.97

✅

python_scripts/parameter_tuning_sol_02

2025-02-25 09:08

cache

5.99

✅

python_scripts/parameter_tuning_sol_03

2025-02-25 09:08

cache

19.62

✅

python_scripts/trees_classification

2025-02-25 09:08

cache

2.7

✅

python_scripts/trees_dataset

2025-02-25 09:08

cache

2.86

✅

python_scripts/trees_ex_01

2025-02-25 09:08

cache

1.72

✅

python_scripts/trees_ex_02

2025-02-25 09:08

cache

1.08

✅

python_scripts/trees_hyperparameters

2025-02-25 09:08

cache

5.59

✅

python_scripts/trees_regression

2025-02-25 09:08

cache

3.16

✅

python_scripts/trees_sol_01

2025-02-25 09:08

cache

3.16

✅

python_scripts/trees_sol_02

2025-02-25 09:08

cache

2.57

✅