Notebook timings

Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2024-11-18 10:13

cache

7.63

✅

python_scripts/01_tabular_data_exploration_ex_01

2024-11-18 10:13

cache

0.82

✅

python_scripts/01_tabular_data_exploration_sol_01

2024-11-18 10:13

cache

3.78

✅

python_scripts/02_numerical_pipeline_cross_validation

2024-11-18 10:13

cache

2.39

✅

python_scripts/02_numerical_pipeline_ex_00

2024-11-18 10:13

cache

1.61

✅

python_scripts/02_numerical_pipeline_ex_01

2024-11-18 10:13

cache

1.67

✅

python_scripts/02_numerical_pipeline_hands_on

2024-11-18 10:13

cache

1.98

✅

python_scripts/02_numerical_pipeline_introduction

2024-11-18 10:13

cache

5.05

✅

python_scripts/02_numerical_pipeline_scaling

2024-11-18 10:13

cache

3.09

✅

python_scripts/02_numerical_pipeline_sol_00

2024-11-18 10:13

cache

5.4

✅

python_scripts/02_numerical_pipeline_sol_01

2024-11-18 10:13

cache

1.84

✅

python_scripts/03_categorical_pipeline

2024-11-18 10:13

cache

3.19

✅

python_scripts/03_categorical_pipeline_column_transformer

2024-11-18 10:13

cache

4.28

✅

python_scripts/03_categorical_pipeline_ex_01

2024-11-18 10:13

cache

1.74

✅

python_scripts/03_categorical_pipeline_ex_02

2024-11-18 10:13

cache

5.68

✅

python_scripts/03_categorical_pipeline_sol_01

2024-11-18 10:13

cache

4.45

✅

python_scripts/03_categorical_pipeline_sol_02

2024-11-18 10:14

cache

26.0

✅

python_scripts/03_categorical_pipeline_visualization

2024-11-18 10:14

cache

1.7

✅

python_scripts/cross_validation_baseline

2024-11-18 10:14

cache

9.6

✅

python_scripts/cross_validation_ex_01

2024-11-18 10:14

cache

1.18

✅

python_scripts/cross_validation_ex_02

2024-11-18 10:14

cache

1.12

✅

python_scripts/cross_validation_grouping

2024-11-18 10:14

cache

6.31

✅

python_scripts/cross_validation_learning_curve

2024-11-18 10:14

cache

12.47

✅

python_scripts/cross_validation_nested

2024-11-18 10:15

cache

20.89

✅

python_scripts/cross_validation_sol_01

2024-11-18 10:15

cache

10.38

✅

python_scripts/cross_validation_sol_02

2024-11-18 10:15

cache

7.81

✅

python_scripts/cross_validation_stratification

2024-11-18 10:15

cache

3.1

✅

python_scripts/cross_validation_time

2024-11-18 10:15

cache

6.34

✅

python_scripts/cross_validation_train_test

2024-11-18 10:15

cache

10.27

✅

python_scripts/cross_validation_validation_curve

2024-11-18 10:16

cache

18.57

✅

python_scripts/datasets_adult_census

2024-11-18 10:16

cache

2.76

✅

python_scripts/datasets_ames_housing

2024-11-18 10:16

cache

9.36

✅

python_scripts/datasets_bike_rides

2024-11-18 10:16

cache

8.45

✅

python_scripts/datasets_blood_transfusion

2024-11-18 10:16

cache

5.69

✅

python_scripts/datasets_california_housing

2024-11-18 10:16

cache

14.94

✅

python_scripts/dev_features_importance

2024-11-18 10:17

cache

53.73

✅

python_scripts/ensemble_adaboost

2024-11-18 10:17

cache

3.22

✅

python_scripts/ensemble_bagging

2024-11-18 10:17

cache

4.85

✅

python_scripts/ensemble_ex_01

2024-11-18 10:17

cache

1.69

✅

python_scripts/ensemble_ex_02

2024-11-18 10:17

cache

1.7

✅

python_scripts/ensemble_ex_03

2024-11-18 10:17

cache

1.51

✅

python_scripts/ensemble_ex_04

2024-11-18 10:18

cache

1.51

✅

python_scripts/ensemble_gradient_boosting

2024-11-18 10:19

cache

63.21

✅

python_scripts/ensemble_hist_gradient_boosting

2024-11-18 10:19

cache

40.76

✅

python_scripts/ensemble_hyperparameters

2024-11-18 10:20

cache

57.01

✅

python_scripts/ensemble_introduction

2024-11-18 10:21

cache

22.58

✅

python_scripts/ensemble_random_forest

2024-11-18 10:21

cache

21.29

✅

python_scripts/ensemble_sol_01

2024-11-18 10:21

cache

24.05

✅

python_scripts/ensemble_sol_02

2024-11-18 10:21

cache

2.41

✅

python_scripts/ensemble_sol_03

2024-11-18 10:22

cache

62.06

✅

python_scripts/ensemble_sol_04

2024-11-18 10:23

cache

37.63

✅

python_scripts/feature_selection_ex_01

2024-11-18 10:23

cache

1.7

✅

python_scripts/feature_selection_introduction

2024-11-18 10:23

cache

12.76

✅

python_scripts/feature_selection_limitation_model

2024-11-18 10:24

cache

45.02

✅

python_scripts/feature_selection_sol_01

2024-11-18 10:24

cache

7.08

✅

python_scripts/linear_models_ex_01

2024-11-18 10:24

cache

1.08

✅

python_scripts/linear_models_ex_02

2024-11-18 10:24

cache

1.11

✅

python_scripts/linear_models_ex_03

2024-11-18 10:24

cache

1.22

✅

python_scripts/linear_models_ex_04

2024-11-18 10:24

cache

1.97

✅

python_scripts/linear_models_feature_engineering_classification

2024-11-18 10:24

cache

6.92

✅

python_scripts/linear_models_regularization

2024-11-18 10:25

cache

8.48

✅

python_scripts/linear_models_sol_01

2024-11-18 10:25

cache

2.22

✅

python_scripts/linear_models_sol_02

2024-11-18 10:25

cache

6.83

✅

python_scripts/linear_models_sol_03

2024-11-18 10:25

cache

15.41

✅

python_scripts/linear_models_sol_04

2024-11-18 10:25

cache

5.59

✅

python_scripts/linear_regression_in_sklearn

2024-11-18 10:25

cache

2.34

✅

python_scripts/linear_regression_non_linear_link

2024-11-18 10:25

cache

3.34

✅

python_scripts/linear_regression_without_sklearn

2024-11-18 10:25

cache

2.83

✅

python_scripts/logistic_regression

2024-11-18 10:25

cache

3.08

✅

python_scripts/metrics_classification

2024-11-18 10:25

cache

3.17

✅

python_scripts/metrics_ex_01

2024-11-18 10:25

cache

1.74

✅

python_scripts/metrics_ex_02

2024-11-18 10:25

cache

1.12

✅

python_scripts/metrics_regression

2024-11-18 10:25

cache

2.65

✅

python_scripts/metrics_sol_01

2024-11-18 10:25

cache

2.36

✅

python_scripts/metrics_sol_02

2024-11-18 10:25

cache

4.73

✅

python_scripts/parameter_tuning_ex_02

2024-11-18 10:26

cache

1.58

✅

python_scripts/parameter_tuning_ex_03

2024-11-18 10:26

cache

1.69

✅

python_scripts/parameter_tuning_grid_search

2024-11-18 10:26

cache

10.34

✅

python_scripts/parameter_tuning_manual

2024-11-18 10:26

cache

4.42

✅

python_scripts/parameter_tuning_nested

2024-11-18 10:26

cache

24.34

✅

python_scripts/parameter_tuning_parallel_plot

2024-11-18 10:26

cache

2.88

✅

python_scripts/parameter_tuning_randomized_search

2024-11-18 10:27

cache

22.46

✅

python_scripts/parameter_tuning_sol_02

2024-11-18 10:27

cache

5.88

✅

python_scripts/parameter_tuning_sol_03

2024-11-18 10:27

cache

19.22

✅

python_scripts/trees_classification

2024-11-18 10:27

cache

2.7

✅

python_scripts/trees_dataset

2024-11-18 10:27

cache

2.98

✅

python_scripts/trees_ex_01

2024-11-18 10:27

cache

1.66

✅

python_scripts/trees_ex_02

2024-11-18 10:27

cache

1.07

✅

python_scripts/trees_hyperparameters

2024-11-18 10:27

cache

5.17

✅

python_scripts/trees_regression

2024-11-18 10:27

cache

3.11

✅

python_scripts/trees_sol_01

2024-11-18 10:27

cache

2.78

✅

python_scripts/trees_sol_02

2024-11-18 10:27

cache

2.31

✅