Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2023-08-30 09:48

cache

11.36

✅

python_scripts/01_tabular_data_exploration_ex_01

2023-08-30 09:48

cache

1.29

✅

python_scripts/01_tabular_data_exploration_sol_01

2023-08-30 09:48

cache

5.2

✅

python_scripts/02_numerical_pipeline_cross_validation

2023-08-30 09:48

cache

2.77

✅

python_scripts/02_numerical_pipeline_ex_00

2023-08-30 09:49

cache

1.95

✅

python_scripts/02_numerical_pipeline_ex_01

2023-08-30 09:49

cache

2.11

✅

python_scripts/02_numerical_pipeline_hands_on

2023-08-30 09:49

cache

2.26

✅

python_scripts/02_numerical_pipeline_introduction

2023-08-30 09:49

cache

6.03

✅

python_scripts/02_numerical_pipeline_scaling

2023-08-30 09:49

cache

4.01

✅

python_scripts/02_numerical_pipeline_sol_00

2023-08-30 09:49

cache

6.84

✅

python_scripts/02_numerical_pipeline_sol_01

2023-08-30 09:49

cache

2.13

✅

python_scripts/03_categorical_pipeline

2023-08-30 09:49

cache

6.08

✅

python_scripts/03_categorical_pipeline_column_transformer

2023-08-30 09:49

cache

8.73

✅

python_scripts/03_categorical_pipeline_ex_01

2023-08-30 09:49

cache

2.11

✅

python_scripts/03_categorical_pipeline_ex_02

2023-08-30 09:49

cache

7.19

✅

python_scripts/03_categorical_pipeline_sol_01

2023-08-30 09:49

cache

7.75

✅

python_scripts/03_categorical_pipeline_sol_02

2023-08-30 09:50

cache

30.21

✅

python_scripts/03_categorical_pipeline_visualization

2023-08-30 09:50

cache

2.27

✅

python_scripts/cross_validation_baseline

2023-08-30 09:50

cache

10.98

✅

python_scripts/cross_validation_ex_01

2023-08-30 12:02

cache

2.04

✅

python_scripts/cross_validation_ex_02

2023-08-30 09:50

cache

1.58

✅

python_scripts/cross_validation_grouping

2023-08-30 09:50

cache

7.38

✅

python_scripts/cross_validation_learning_curve

2023-09-12 08:47

cache

19.59

✅

python_scripts/cross_validation_nested

2023-08-30 09:51

cache

23.34

✅

python_scripts/cross_validation_sol_01

2023-08-30 12:02

cache

15.65

✅

python_scripts/cross_validation_sol_02

2023-08-30 09:51

cache

9.27

✅

python_scripts/cross_validation_stratification

2023-08-30 09:51

cache

3.92

✅

python_scripts/cross_validation_time

2023-08-30 09:52

cache

6.89

✅

python_scripts/cross_validation_train_test

2023-08-30 09:52

cache

13.4

✅

python_scripts/cross_validation_validation_curve

2023-09-12 09:00

cache

29.37

✅

python_scripts/datasets_ames_housing

2023-08-30 09:52

cache

13.23

✅

python_scripts/datasets_bike_rides

2023-08-30 09:53

cache

13.5

✅

python_scripts/datasets_blood_transfusion

2023-08-30 09:53

cache

8.03

✅

python_scripts/datasets_california_housing

2023-08-30 09:53

cache

22.77

✅

python_scripts/dev_features_importance

2023-08-30 09:54

cache

71.05

✅

python_scripts/ensemble_adaboost

2023-08-30 09:54

cache

4.11

✅

python_scripts/ensemble_bagging

2023-08-30 09:55

cache

6.02

✅

python_scripts/ensemble_ex_01

2023-08-30 09:55

cache

1.94

✅

python_scripts/ensemble_ex_02

2023-08-30 09:55

cache

1.91

✅

python_scripts/ensemble_ex_03

2023-08-30 09:55

cache

1.92

✅

python_scripts/ensemble_ex_04

2023-08-30 09:55

cache

1.88

✅

python_scripts/ensemble_gradient_boosting

2023-08-30 09:56

cache

106.26

✅

python_scripts/ensemble_hist_gradient_boosting

2023-08-30 09:57

cache

46.25

✅

python_scripts/ensemble_hyperparameters

2023-09-01 08:19

cache

125.05

✅

python_scripts/ensemble_introduction

2023-08-30 10:02

cache

34.26

✅

python_scripts/ensemble_random_forest

2023-08-30 10:03

cache

23.74

✅

python_scripts/ensemble_sol_01

2023-08-30 10:03

cache

29.01

✅

python_scripts/ensemble_sol_02

2023-08-30 10:03

cache

2.69

✅

python_scripts/ensemble_sol_03

2023-08-30 12:05

cache

105.5

✅

python_scripts/ensemble_sol_04

2023-08-30 10:05

cache

50.82

✅

python_scripts/feature_selection_ex_01

2023-08-30 10:05

cache

1.83

✅

python_scripts/feature_selection_introduction

2023-08-30 10:05

cache

16.68

✅

python_scripts/feature_selection_limitation_model

2023-08-30 10:06

cache

60.96

✅

python_scripts/feature_selection_sol_01

2023-08-30 10:06

cache

10.3

✅

python_scripts/linear_models_ex_01

2023-08-30 10:06

cache

1.3

✅

python_scripts/linear_models_ex_02

2023-09-19 10:30

cache

1.45

✅

python_scripts/linear_models_ex_03

2023-08-30 10:07

cache

2.05

✅

python_scripts/linear_models_feature_engineering_classification

2023-09-25 07:38

cache

16.87

✅

python_scripts/linear_models_regularization

2023-08-31 10:09

cache

12.53

✅

python_scripts/linear_models_sol_01

2023-08-30 10:07

cache

2.55

✅

python_scripts/linear_models_sol_02

2023-09-19 10:30

cache

6.95

✅

python_scripts/linear_models_sol_03

2023-08-30 10:07

cache

3.97

✅

python_scripts/linear_regression_in_sklearn

2023-08-30 10:07

cache

2.82

✅

python_scripts/linear_regression_non_linear_link

2023-09-19 10:30

cache

3.99

✅

python_scripts/linear_regression_without_sklearn

2023-08-30 10:07

cache

3.35

✅

python_scripts/logistic_regression

2023-09-22 10:01

cache

4.46

✅

python_scripts/logistic_regression_non_linear

2023-08-30 10:07

cache

4.23

✅

python_scripts/metrics_classification

2023-08-30 10:08

cache

3.88

✅

python_scripts/metrics_ex_01

2023-08-30 10:08

cache

2.0

✅

python_scripts/metrics_ex_02

2023-08-30 10:08

cache

1.56

✅

python_scripts/metrics_regression

2023-08-30 10:08

cache

3.32

✅

python_scripts/metrics_sol_01

2023-08-30 10:08

cache

2.84

✅

python_scripts/metrics_sol_02

2023-08-31 09:30

cache

8.92

✅

python_scripts/parameter_tuning_ex_02

2023-08-30 10:08

cache

2.02

✅

python_scripts/parameter_tuning_ex_03

2023-08-30 10:08

cache

1.96

✅

python_scripts/parameter_tuning_grid_search

2023-08-30 10:08

cache

10.25

✅

python_scripts/parameter_tuning_manual

2023-08-30 10:08

cache

5.54

✅

python_scripts/parameter_tuning_nested

2023-08-30 10:09

cache

31.35

✅

python_scripts/parameter_tuning_parallel_plot

2023-08-30 10:09

cache

3.81

✅

python_scripts/parameter_tuning_randomized_search

2023-08-30 10:09

cache

34.08

✅

python_scripts/parameter_tuning_sol_02

2023-08-30 10:09

cache

7.55

✅

python_scripts/parameter_tuning_sol_03

2023-08-30 10:10

cache

23.34

✅

python_scripts/trees_classification

2023-09-20 12:31

cache

6.61

✅

python_scripts/trees_dataset

2023-08-30 10:10

cache

3.81

✅

python_scripts/trees_ex_01

2023-08-30 10:10

cache

2.05

✅

python_scripts/trees_ex_02

2023-08-30 10:10

cache

1.39

✅

python_scripts/trees_hyperparameters

2023-08-30 10:10

cache

7.55

✅

python_scripts/trees_regression

2023-09-20 12:31

cache

4.06

✅

python_scripts/trees_sol_01

2023-09-20 12:31

cache

3.2

✅

python_scripts/trees_sol_02

2023-08-30 10:10

cache

3.08

✅