Notebook timings

Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2024-10-17 17:40

cache

7.51

✅

python_scripts/01_tabular_data_exploration_ex_01

2024-10-17 17:40

cache

0.75

✅

python_scripts/01_tabular_data_exploration_sol_01

2024-10-17 17:40

cache

3.75

✅

python_scripts/02_numerical_pipeline_cross_validation

2024-10-17 17:40

cache

2.1

✅

python_scripts/02_numerical_pipeline_ex_00

2024-10-17 17:40

cache

1.61

✅

python_scripts/02_numerical_pipeline_ex_01

2024-10-17 17:40

cache

1.58

✅

python_scripts/02_numerical_pipeline_hands_on

2024-10-17 17:40

cache

1.78

✅

python_scripts/02_numerical_pipeline_introduction

2024-10-17 17:40

cache

4.87

✅

python_scripts/02_numerical_pipeline_scaling

2024-10-17 17:40

cache

3.06

✅

python_scripts/02_numerical_pipeline_sol_00

2024-10-17 17:40

cache

5.5

✅

python_scripts/02_numerical_pipeline_sol_01

2024-10-17 17:41

cache

1.87

✅

python_scripts/03_categorical_pipeline

2024-10-17 17:41

cache

2.98

✅

python_scripts/03_categorical_pipeline_column_transformer

2024-10-17 17:41

cache

4.16

✅

python_scripts/03_categorical_pipeline_ex_01

2024-10-17 17:41

cache

1.85

✅

python_scripts/03_categorical_pipeline_ex_02

2024-10-17 17:41

cache

5.67

✅

python_scripts/03_categorical_pipeline_sol_01

2024-10-17 17:41

cache

4.37

✅

python_scripts/03_categorical_pipeline_sol_02

2024-10-17 17:41

cache

26.24

✅

python_scripts/03_categorical_pipeline_visualization

2024-10-17 17:41

cache

1.87

✅

python_scripts/cross_validation_baseline

2024-10-17 17:41

cache

10.03

✅

python_scripts/cross_validation_ex_01

2024-10-17 17:42

cache

1.15

✅

python_scripts/cross_validation_ex_02

2024-10-17 17:42

cache

1.13

✅

python_scripts/cross_validation_grouping

2024-10-17 17:42

cache

6.28

✅

python_scripts/cross_validation_learning_curve

2024-10-17 17:42

cache

12.66

✅

python_scripts/cross_validation_nested

2024-10-17 17:42

cache

20.53

✅

python_scripts/cross_validation_sol_01

2024-10-17 17:42

cache

10.29

✅

python_scripts/cross_validation_sol_02

2024-10-17 17:42

cache

7.92

✅

python_scripts/cross_validation_stratification

2024-10-17 17:43

cache

3.05

✅

python_scripts/cross_validation_time

2024-10-17 17:43

cache

6.12

✅

python_scripts/cross_validation_train_test

2024-10-17 17:43

cache

10.12

✅

python_scripts/cross_validation_validation_curve

2024-10-17 17:43

cache

18.49

✅

python_scripts/datasets_adult_census

2024-10-17 17:43

cache

2.69

✅

python_scripts/datasets_ames_housing

2024-10-17 17:43

cache

8.99

✅

python_scripts/datasets_bike_rides

2024-10-17 17:43

cache

8.25

✅

python_scripts/datasets_blood_transfusion

2024-10-17 17:44

cache

5.58

✅

python_scripts/datasets_california_housing

2024-10-17 17:44

cache

14.87

✅

python_scripts/dev_features_importance

2024-10-17 17:45

cache

53.45

✅

python_scripts/ensemble_adaboost

2024-10-17 17:45

cache

3.18

✅

python_scripts/ensemble_bagging

2024-10-17 17:45

cache

4.88

✅

python_scripts/ensemble_ex_01

2024-10-17 17:45

cache

1.74

✅

python_scripts/ensemble_ex_02

2024-10-17 17:45

cache

1.67

✅

python_scripts/ensemble_ex_03

2024-10-17 17:45

cache

1.54

✅

python_scripts/ensemble_ex_04

2024-10-17 17:45

cache

1.52

✅

python_scripts/ensemble_gradient_boosting

2024-10-17 17:46

cache

63.26

✅

python_scripts/ensemble_hist_gradient_boosting

2024-10-17 17:47

cache

40.95

✅

python_scripts/ensemble_hyperparameters

2024-10-17 17:48

cache

56.91

✅

python_scripts/ensemble_introduction

2024-10-17 17:48

cache

23.04

✅

python_scripts/ensemble_random_forest

2024-10-17 17:48

cache

21.28

✅

python_scripts/ensemble_sol_01

2024-10-17 17:49

cache

21.78

✅

python_scripts/ensemble_sol_02

2024-10-17 17:49

cache

2.38

✅

python_scripts/ensemble_sol_03

2024-10-17 17:50

cache

60.27

✅

python_scripts/ensemble_sol_04

2024-10-17 17:50

cache

37.38

✅

python_scripts/feature_selection_ex_01

2024-10-17 17:50

cache

1.51

✅

python_scripts/feature_selection_introduction

2024-10-17 17:51

cache

12.87

✅

python_scripts/feature_selection_limitation_model

2024-10-17 17:51

cache

44.53

✅

python_scripts/feature_selection_sol_01

2024-10-17 17:52

cache

7.35

✅

python_scripts/linear_models_ex_01

2024-10-17 17:52

cache

1.3

✅

python_scripts/linear_models_ex_02

2024-10-17 17:52

cache

1.3

✅

python_scripts/linear_models_ex_03

2024-10-17 17:52

cache

1.29

✅

python_scripts/linear_models_ex_04

2024-10-17 17:52

cache

2.0

✅

python_scripts/linear_models_feature_engineering_classification

2024-10-17 17:52

cache

7.06

✅

python_scripts/linear_models_regularization

2024-10-17 17:52

cache

8.41

✅

python_scripts/linear_models_sol_01

2024-10-17 17:52

cache

2.23

✅

python_scripts/linear_models_sol_02

2024-10-17 17:52

cache

6.1

✅

python_scripts/linear_models_sol_03

2024-10-17 17:52

cache

15.01

✅

python_scripts/linear_models_sol_04

2024-10-17 17:52

cache

5.27

✅

python_scripts/linear_regression_in_sklearn

2024-10-17 17:52

cache

2.42

✅

python_scripts/linear_regression_non_linear_link

2024-10-17 17:52

cache

3.36

✅

python_scripts/linear_regression_without_sklearn

2024-10-17 17:53

cache

2.75

✅

python_scripts/logistic_regression

2024-10-17 17:53

cache

2.9

✅

python_scripts/metrics_classification

2024-10-17 17:53

cache

3.17

✅

python_scripts/metrics_ex_01

2024-10-17 17:53

cache

1.74

✅

python_scripts/metrics_ex_02

2024-10-17 17:53

cache

1.16

✅

python_scripts/metrics_regression

2024-10-17 17:53

cache

2.42

✅

python_scripts/metrics_sol_01

2024-10-17 17:53

cache

2.27

✅

python_scripts/metrics_sol_02

2024-10-17 17:53

cache

4.77

✅

python_scripts/parameter_tuning_ex_02

2024-10-17 17:53

cache

1.78

✅

python_scripts/parameter_tuning_ex_03

2024-10-17 17:53

cache

1.67

✅

python_scripts/parameter_tuning_grid_search

2024-10-17 17:53

cache

10.2

✅

python_scripts/parameter_tuning_manual

2024-10-17 17:53

cache

4.63

✅

python_scripts/parameter_tuning_nested

2024-10-17 17:54

cache

24.48

✅

python_scripts/parameter_tuning_parallel_plot

2024-10-17 17:54

cache

3.03

✅

python_scripts/parameter_tuning_randomized_search

2024-10-17 17:54

cache

20.07

✅

python_scripts/parameter_tuning_sol_02

2024-10-17 17:54

cache

6.02

✅

python_scripts/parameter_tuning_sol_03

2024-10-17 17:54

cache

19.26

✅

python_scripts/trees_classification

2024-10-17 17:54

cache

2.68

✅

python_scripts/trees_dataset

2024-10-17 17:54

cache

2.96

✅

python_scripts/trees_ex_01

2024-10-17 17:55

cache

1.72

✅

python_scripts/trees_ex_02

2024-10-17 17:55

cache

1.28

✅

python_scripts/trees_hyperparameters

2024-10-17 17:55

cache

5.44

✅

python_scripts/trees_regression

2024-10-17 17:55

cache

2.94

✅

python_scripts/trees_sol_01

2024-10-17 17:55

cache

2.73

✅

python_scripts/trees_sol_02

2024-10-17 17:55

cache

2.38

✅