Notebook timings

Notebook timings#

Document

Modified

Method

Run Time (s)

Status

python_scripts/01_tabular_data_exploration

2025-02-24 06:03

cache

7.81

✅

python_scripts/01_tabular_data_exploration_ex_01

2025-02-24 06:03

cache

0.82

✅

python_scripts/01_tabular_data_exploration_sol_01

2025-02-24 06:03

cache

4.06

✅

python_scripts/02_numerical_pipeline_cross_validation

2025-02-24 06:03

cache

2.35

✅

python_scripts/02_numerical_pipeline_ex_00

2025-02-24 06:03

cache

1.98

✅

python_scripts/02_numerical_pipeline_ex_01

2025-02-24 06:03

cache

1.71

✅

python_scripts/02_numerical_pipeline_hands_on

2025-02-24 06:03

cache

1.95

✅

python_scripts/02_numerical_pipeline_introduction

2025-02-24 06:03

cache

5.09

✅

python_scripts/02_numerical_pipeline_scaling

2025-02-24 06:03

cache

3.08

✅

python_scripts/02_numerical_pipeline_sol_00

2025-02-24 06:03

cache

5.45

✅

python_scripts/02_numerical_pipeline_sol_01

2025-02-24 06:03

cache

1.87

✅

python_scripts/03_categorical_pipeline

2025-02-24 06:03

cache

3.08

✅

python_scripts/03_categorical_pipeline_column_transformer

2025-02-24 06:03

cache

4.41

✅

python_scripts/03_categorical_pipeline_ex_01

2025-02-24 06:03

cache

1.87

✅

python_scripts/03_categorical_pipeline_ex_02

2025-02-24 06:04

cache

5.68

✅

python_scripts/03_categorical_pipeline_sol_01

2025-02-24 06:04

cache

4.12

✅

python_scripts/03_categorical_pipeline_sol_02

2025-02-24 06:04

cache

26.3

✅

python_scripts/03_categorical_pipeline_visualization

2025-02-24 06:04

cache

2.01

✅

python_scripts/cross_validation_baseline

2025-02-24 06:04

cache

9.28

✅

python_scripts/cross_validation_ex_01

2025-02-24 06:04

cache

1.07

✅

python_scripts/cross_validation_ex_02

2025-02-24 06:04

cache

1.36

✅

python_scripts/cross_validation_grouping

2025-02-24 06:04

cache

6.34

✅

python_scripts/cross_validation_learning_curve

2025-02-24 06:05

cache

13.01

✅

python_scripts/cross_validation_nested

2025-02-24 06:05

cache

21.05

✅

python_scripts/cross_validation_sol_01

2025-02-24 06:05

cache

10.35

✅

python_scripts/cross_validation_sol_02

2025-02-24 06:05

cache

7.51

✅

python_scripts/cross_validation_stratification

2025-02-24 06:05

cache

3.09

✅

python_scripts/cross_validation_time

2025-02-24 06:05

cache

6.41

✅

python_scripts/cross_validation_train_test

2025-02-24 06:06

cache

10.49

✅

python_scripts/cross_validation_validation_curve

2025-02-24 06:06

cache

18.87

✅

python_scripts/datasets_adult_census

2025-02-24 06:06

cache

2.47

✅

python_scripts/datasets_ames_housing

2025-02-24 06:06

cache

9.48

✅

python_scripts/datasets_bike_rides

2025-02-24 06:06

cache

8.48

✅

python_scripts/datasets_blood_transfusion

2025-02-24 06:06

cache

5.85

✅

python_scripts/datasets_california_housing

2025-02-24 06:07

cache

15.28

✅

python_scripts/dev_features_importance

2025-02-24 06:08

cache

55.66

✅

python_scripts/ensemble_adaboost

2025-02-24 06:08

cache

3.07

✅

python_scripts/ensemble_bagging

2025-02-24 06:08

cache

5.22

✅

python_scripts/ensemble_ex_01

2025-02-24 06:08

cache

1.78

✅

python_scripts/ensemble_ex_02

2025-02-24 06:08

cache

1.47

✅

python_scripts/ensemble_ex_03

2025-02-24 06:08

cache

1.53

✅

python_scripts/ensemble_ex_04

2025-02-24 06:08

cache

1.67

✅

python_scripts/ensemble_gradient_boosting

2025-02-24 06:09

cache

66.09

✅

python_scripts/ensemble_hist_gradient_boosting

2025-02-24 06:10

cache

42.16

✅

python_scripts/ensemble_hyperparameters

2025-02-24 06:11

cache

59.41

✅

python_scripts/ensemble_introduction

2025-02-24 06:11

cache

23.56

✅

python_scripts/ensemble_random_forest

2025-02-24 06:11

cache

21.51

✅

python_scripts/ensemble_sol_01

2025-02-24 06:12

cache

23.47

✅

python_scripts/ensemble_sol_02

2025-02-24 06:12

cache

2.37

✅

python_scripts/ensemble_sol_03

2025-02-24 06:13

cache

65.94

✅

python_scripts/ensemble_sol_04

2025-02-24 06:13

cache

38.42

✅

python_scripts/feature_selection_ex_01

2025-02-24 06:14

cache

1.69

✅

python_scripts/feature_selection_introduction

2025-02-24 06:14

cache

12.73

✅

python_scripts/feature_selection_limitation_model

2025-02-24 06:15

cache

45.99

✅

python_scripts/feature_selection_sol_01

2025-02-24 06:15

cache

6.6

✅

python_scripts/linear_models_ex_01

2025-02-24 06:15

cache

1.08

✅

python_scripts/linear_models_ex_02

2025-02-24 06:15

cache

1.1

✅

python_scripts/linear_models_ex_03

2025-02-24 06:15

cache

1.2

✅

python_scripts/linear_models_ex_04

2025-02-24 06:15

cache

2.09

✅

python_scripts/linear_models_feature_engineering_classification

2025-02-24 06:15

cache

7.16

✅

python_scripts/linear_models_regularization

2025-02-24 06:15

cache

8.41

✅

python_scripts/linear_models_sol_01

2025-02-24 06:15

cache

2.01

✅

python_scripts/linear_models_sol_02

2025-02-24 06:15

cache

6.08

✅

python_scripts/linear_models_sol_03

2025-02-24 06:15

cache

15.13

✅

python_scripts/linear_models_sol_04

2025-02-24 06:15

cache

5.3

✅

python_scripts/linear_regression_in_sklearn

2025-02-24 06:15

cache

2.22

✅

python_scripts/linear_regression_non_linear_link

2025-02-24 06:16

cache

3.69

✅

python_scripts/linear_regression_without_sklearn

2025-02-24 06:16

cache

2.86

✅

python_scripts/logistic_regression

2025-02-24 06:16

cache

3.14

✅

python_scripts/metrics_classification

2025-02-24 06:16

cache

2.93

✅

python_scripts/metrics_ex_01

2025-02-24 06:16

cache

1.78

✅

python_scripts/metrics_ex_02

2025-02-24 06:16

cache

1.28

✅

python_scripts/metrics_regression

2025-02-24 06:16

cache

2.65

✅

python_scripts/metrics_sol_01

2025-02-24 06:16

cache

2.42

✅

python_scripts/metrics_sol_02

2025-02-24 06:16

cache

4.79

✅

python_scripts/parameter_tuning_ex_02

2025-02-24 06:16

cache

1.78

✅

python_scripts/parameter_tuning_ex_03

2025-02-24 06:16

cache

1.59

✅

python_scripts/parameter_tuning_grid_search

2025-02-24 06:16

cache

10.37

✅

python_scripts/parameter_tuning_manual

2025-02-24 06:16

cache

4.47

✅

python_scripts/parameter_tuning_nested

2025-02-24 06:17

cache

25.0

✅

python_scripts/parameter_tuning_parallel_plot

2025-02-24 06:17

cache

3.11

✅

python_scripts/parameter_tuning_randomized_search

2025-02-24 06:17

cache

21.85

✅

python_scripts/parameter_tuning_sol_02

2025-02-24 06:17

cache

6.29

✅

python_scripts/parameter_tuning_sol_03

2025-02-24 06:18

cache

19.79

✅

python_scripts/trees_classification

2025-02-24 06:18

cache

2.8

✅

python_scripts/trees_dataset

2025-02-24 06:18

cache

2.89

✅

python_scripts/trees_ex_01

2025-02-24 06:18

cache

1.6

✅

python_scripts/trees_ex_02

2025-02-24 06:18

cache

1.08

✅

python_scripts/trees_hyperparameters

2025-02-24 06:18

cache

5.57

✅

python_scripts/trees_regression

2025-02-24 06:18

cache

3.1

✅

python_scripts/trees_sol_01

2025-02-24 06:18

cache

2.98

✅

python_scripts/trees_sol_02

2025-02-24 06:18

cache

2.58

✅