Index

A

AP() (in module stanscofi.validation), [1]

AUC() (in module stanscofi.validation), [1]

B

BasicModel (class in stanscofi.models), [1]

C

cartesian_product_transpose() (in module stanscofi.preprocessing), [1] compute_metrics() (in module stanscofi.validation), [1]

compute_sparsity() (in module stanscofi.utils), [1] CustomScaler (class in stanscofi.preprocessing), [1] cv_training() (in module stanscofi.training_testing), [1]

D

Dataset (class in stanscofi.datasets), [1]

DCGk() (in module stanscofi.validation), [1]

E

ERR() (in module stanscofi.validation), [1]

F

F1K() (in module stanscofi.validation), [1] fit() (stanscofi.models.BasicModel method), [1]

fit_transform() (stanscofi.preprocessing.CustomScaler method), [1] Fscore() (in module stanscofi.validation), [1]

G

generate_dummy_dataset() (in module stanscofi.datasets), [1]

grid_search() (in module stanscofi.training_testing), [1]

H

HRk() (in module stanscofi.validation), [1]

I

indices_to_folds() (in module stanscofi.training_testing), [1]

L

load_dataset() (in module stanscofi.utils), [1]

LogisticRegression (class in stanscofi.models), [1]

M

MAP() (in module stanscofi.validation), [1] matrix2ratings() (in module stanscofi.utils), [1] meanimputation_standardize() (in module stanscofi.preprocessing), [1] MeanRank() (in module stanscofi.validation), [1] merge_ratings() (in module stanscofi.utils), [1] model_fit() (stanscofi.models.BasicModel method), [1] (stanscofi.models.LogisticRegression method), [1] (stanscofi.models.NMF method), [1] model_predict_proba() (stanscofi.models.BasicModel method), [1] (stanscofi.models.LogisticRegression method), [1] (stanscofi.models.NMF method), [1]

module stanscofi stanscofi.datasets, [1] stanscofi.models, [1] stanscofi.preprocessing, [1] stanscofi.training_testing, [1] stanscofi.utils, [1] stanscofi.validation, [1] MRR() (in module stanscofi.validation), [1]

N

NDCGk() (in module stanscofi.validation), [1]

NMF (class in stanscofi.models), [1]

P

Perlman_procedure() (in module stanscofi.preprocessing), [1] plot_metrics() (in module stanscofi.validation), [1] PrecisionK() (in module stanscofi.validation), [1] predict() (stanscofi.models.BasicModel method), [1] predict_proba() (stanscofi.models.BasicModel method), [1] preprocessing() (stanscofi.models.BasicModel method), [1] (stanscofi.models.LogisticRegression method), [1] (stanscofi.models.NMF method), [1]

preprocessing_XY() (in module stanscofi.preprocessing), [1] print_classification() (stanscofi.models.BasicModel method), [1] print_dataset() (in module stanscofi.utils), [1] print_scores() (stanscofi.models.BasicModel method), [1]

R

random_cv_split() (in module stanscofi.training_testing), [1] random_simple_split() (in module stanscofi.training_testing), [1] ratings2matrix() (in module stanscofi.utils), [1]

RecallK() (in module stanscofi.validation), [1] recommend_k_pairs() (stanscofi.models.BasicModel method), [1] RP() (in module stanscofi.validation), [1] Rscore() (in module stanscofi.validation), [1]

S

same_feature_preprocessing() (in module stanscofi.preprocessing), [1] stanscofi module stanscofi.datasets module, [1] stanscofi.models module, [1] stanscofi.preprocessing module, [1]

stanscofi.training_testing module, [1] stanscofi.utils module, [1] stanscofi.validation module, [1] subset() (stanscofi.datasets.Dataset method), [1] summary() (stanscofi.datasets.Dataset method), [1]

T

TAU() (in module stanscofi.validation), [1]

V

visualize() (stanscofi.datasets.Dataset method), [1]

W

weakly_correlated_split() (in module stanscofi.training_testing), [1]