Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2023-03-21 15:38

cache

11.71

✅

python_scripts/01_tabular_data_exploration_ex_01

2023-03-21 15:38

cache

1.09

✅

python_scripts/01_tabular_data_exploration_sol_01

2023-03-21 15:38

cache

5.27

✅

python_scripts/02_numerical_pipeline_cross_validation

2023-03-21 15:38

cache

2.74

✅

python_scripts/02_numerical_pipeline_ex_00

2023-03-21 15:38

cache

2.08

✅

python_scripts/02_numerical_pipeline_ex_01

2023-03-21 15:39

cache

2.02

✅

python_scripts/02_numerical_pipeline_hands_on

2023-03-21 15:39

cache

2.35

✅

python_scripts/02_numerical_pipeline_introduction

2023-03-21 15:39

cache

4.97

✅

python_scripts/02_numerical_pipeline_scaling

2023-03-21 15:39

cache

3.98

✅

python_scripts/02_numerical_pipeline_sol_00

2023-03-21 15:39

cache

5.79

✅

python_scripts/02_numerical_pipeline_sol_01

2023-03-21 15:39

cache

2.17

✅

python_scripts/03_categorical_pipeline

2023-03-21 15:39

cache

5.89

✅

python_scripts/03_categorical_pipeline_column_transformer

2023-03-21 15:39

cache

8.37

✅

python_scripts/03_categorical_pipeline_ex_01

2023-03-21 15:39

cache

2.05

✅

python_scripts/03_categorical_pipeline_ex_02

2023-03-21 15:39

cache

6.98

✅

python_scripts/03_categorical_pipeline_sol_01

2023-03-21 15:39

cache

7.49

✅

python_scripts/03_categorical_pipeline_sol_02

2023-03-21 15:40

cache

30.5

✅

python_scripts/03_categorical_pipeline_visualization

2023-03-21 15:40

cache

5.03

✅

python_scripts/cross_validation_baseline

2023-03-21 15:40

cache

10.0

✅

python_scripts/cross_validation_ex_01

2023-03-21 15:40

cache

1.37

✅

python_scripts/cross_validation_ex_02

2023-03-21 15:40

cache

1.43

✅

python_scripts/cross_validation_grouping

2023-03-21 15:40

cache

7.21

✅

python_scripts/cross_validation_learning_curve

2023-03-21 15:40

cache

11.39

✅

python_scripts/cross_validation_nested

2023-03-21 15:41

cache

22.42

✅

python_scripts/cross_validation_sol_01

2023-03-21 15:41

cache

12.3

✅

python_scripts/cross_validation_sol_02

2023-03-21 15:41

cache

9.1

✅

python_scripts/cross_validation_stratification

2023-03-21 15:41

cache

3.85

✅

python_scripts/cross_validation_time

2023-03-21 15:41

cache

6.94

✅

python_scripts/cross_validation_train_test

2023-03-21 15:42

cache

10.91

✅

python_scripts/cross_validation_validation_curve

2023-03-21 15:42

cache

19.74

✅

python_scripts/datasets_ames_housing

2023-03-21 15:42

cache

13.18

✅

python_scripts/datasets_bike_rides

2023-03-21 15:42

cache

13.74

✅

python_scripts/datasets_blood_transfusion

2023-03-21 15:43

cache

8.14

✅

python_scripts/datasets_california_housing

2023-03-21 15:43

cache

23.05

✅

python_scripts/dev_features_importance

2023-03-21 15:44

cache

66.77

✅

python_scripts/ensemble_adaboost

2023-03-21 15:44

cache

4.14

✅

python_scripts/ensemble_bagging

2023-03-21 15:44

cache

6.04

✅

python_scripts/ensemble_ex_01

2023-03-21 15:44

cache

1.84

✅

python_scripts/ensemble_ex_02

2023-03-21 15:44

cache

1.92

✅

python_scripts/ensemble_ex_03

2023-03-21 15:44

cache

1.98

✅

python_scripts/ensemble_ex_04

2023-03-21 15:44

cache

1.96

✅

python_scripts/ensemble_gradient_boosting

2023-03-21 15:46

cache

84.88

✅

python_scripts/ensemble_hist_gradient_boosting

2023-03-21 15:46

cache

42.03

✅

python_scripts/ensemble_hyperparameters

2023-03-21 15:50

cache

218.97

✅

python_scripts/ensemble_introduction

2023-03-21 15:51

cache

28.69

✅

python_scripts/ensemble_random_forest

2023-03-21 15:51

cache

23.56

✅

python_scripts/ensemble_sol_01

2023-03-21 15:51

cache

20.38

✅

python_scripts/ensemble_sol_02

2023-03-21 15:51

cache

2.53

✅

python_scripts/ensemble_sol_03

2023-03-21 15:52

cache

54.46

✅

python_scripts/ensemble_sol_04

2023-03-21 15:53

cache

51.69

✅

python_scripts/feature_selection_ex_01

2023-03-21 15:53

cache

1.16

✅

python_scripts/feature_selection_introduction

2023-03-21 15:53

cache

17.36

✅

python_scripts/feature_selection_limitation_model

2023-03-21 15:54

cache

49.38

✅

python_scripts/feature_selection_sol_01

2023-03-21 15:54

cache

9.91

✅

python_scripts/linear_models_ex_01

2023-03-21 15:54

cache

1.47

✅

python_scripts/linear_models_ex_02

2023-03-21 15:54

cache

2.38

✅

python_scripts/linear_models_ex_03

2023-03-21 15:55

cache

1.81

✅

python_scripts/linear_models_ex_04

2023-03-21 15:55

cache

2.5

✅

python_scripts/linear_models_ex_05

2023-03-21 15:55

cache

1.78

✅

python_scripts/linear_models_regularization

2023-03-21 15:55

cache

11.7

✅

python_scripts/linear_models_sol_01

2023-03-21 15:55

cache

2.49

✅

python_scripts/linear_models_sol_02

2023-03-21 15:55

cache

2.9

✅

python_scripts/linear_models_sol_03

2023-03-21 15:55

cache

6.19

✅

python_scripts/linear_models_sol_04

2023-03-21 15:55

cache

3.13

✅

python_scripts/linear_models_sol_05

2023-03-21 15:55

cache

3.86

✅

python_scripts/linear_regression_in_sklearn

2023-03-21 15:55

cache

2.55

✅

python_scripts/linear_regression_non_linear_link

2023-03-21 15:55

cache

4.32

✅

python_scripts/linear_regression_without_sklearn

2023-03-21 15:55

cache

3.48

✅

python_scripts/logistic_regression

2023-03-21 15:55

cache

3.22

✅

python_scripts/logistic_regression_non_linear

2023-03-21 15:55

cache

4.26

✅

python_scripts/metrics_classification

2023-03-21 15:55

cache

3.52

✅

python_scripts/metrics_ex_01

2023-03-21 15:56

cache

2.02

✅

python_scripts/metrics_ex_02

2023-03-21 15:56

cache

1.42

✅

python_scripts/metrics_regression

2023-03-21 15:56

cache

3.0

✅

python_scripts/metrics_sol_01

2023-03-21 15:56

cache

2.8

✅

python_scripts/metrics_sol_02

2023-03-21 15:56

cache

2.16

✅

python_scripts/parameter_tuning_ex_02

2023-03-21 15:56

cache

1.88

✅

python_scripts/parameter_tuning_ex_03

2023-03-21 15:56

cache

1.87

✅

python_scripts/parameter_tuning_grid_search

2023-03-21 15:56

cache

12.16

✅

python_scripts/parameter_tuning_manual

2023-03-21 15:56

cache

5.48

✅

python_scripts/parameter_tuning_nested

2023-03-21 15:57

cache

30.37

✅

python_scripts/parameter_tuning_parallel_plot

2023-03-21 15:57

cache

3.78

✅

python_scripts/parameter_tuning_randomized_search

2023-03-21 15:57

cache

30.48

✅

python_scripts/parameter_tuning_sol_02

2023-03-21 15:57

cache

7.39

✅

python_scripts/parameter_tuning_sol_03

2023-03-21 15:58

cache

22.18

✅

python_scripts/trees_classification

2023-03-21 15:58

cache

3.58

✅

python_scripts/trees_dataset

2023-03-21 15:58

cache

3.8

✅

python_scripts/trees_ex_01

2023-03-21 15:58

cache

1.86

✅

python_scripts/trees_ex_02

2023-03-21 15:58

cache

1.34

✅

python_scripts/trees_hyperparameters

2023-03-21 15:58

cache

7.56

✅

python_scripts/trees_regression

2023-03-21 15:58

cache

3.8

✅

python_scripts/trees_sol_01

2023-03-21 15:58

cache

3.24

✅

python_scripts/trees_sol_02

2023-03-21 15:58

cache

2.89

✅