Index

_

__new__() (zero.aggregation.ServerWrapper method) (zero.aggregation.UserWrapper method)

A

AnonymizedData (class in zero.dataset)

available_evaluation_metrics() (zero.recommendation_algorithm.RecommendationAlgorithm static method)

C

checkpoint (zero.chrono.Chrono attribute) Chrono (class in zero.chrono) compute_dcg() (zero.recommendation_algorithm.RecommendationAlgorithm method) compute_mae() (zero.recommendation_algorithm.RecommendationAlgorithm static method) compute_metrics() (zero.recommendation_algorithm.RecommendationAlgorithm method)

compute_ndcg() (zero.recommendation_algorithm.RecommendationAlgorithm method) compute_rmse() (zero.recommendation_algorithm.RecommendationAlgorithm static method) compute_user_sparsities() (zero.lasso.MangakiLASSO method) connection (zero.chrono.Chrono attribute) cosine_similarity() (in module zero.knn)

D

Dataset (class in zero.dataset) dcg_at_k() (zero.recommendation_algorithm.RecommendationAlgorithm method)

decode_users() (zero.dataset.Dataset method) delete_snapshot() (zero.recommendation_algorithm.RecommendationAlgorithm method)

E

encode_works() (zero.dataset.Dataset method)

F

factorize() (zero.als.MangakiALS method) (zero.als2.MangakiALS2 method) (zero.xals.MangakiXALS method) factory (zero.recommendation_algorithm.RecommendationAlgorithm attribute) fit() (zero.als.MangakiALS method) (zero.als2.MangakiALS2 method) (zero.als3.MangakiALS3 method) (zero.balse.MangakiBALSE method) (zero.efa.MangakiEFA method) (zero.gbr.MangakiGBR method) (zero.knn.MangakiKNN method) (zero.knn0.MangakiKNN method) (zero.knn2.MangakiKNN2 method) (zero.lasso.MangakiLASSO method) (zero.lasso0.MangakiLASSO method) (zero.pca.MangakiPCA method) (zero.sgd.MangakiSGD method) (zero.sgd0.MangakiSGD method) (zero.sgd2.MangakiSGD2 method) (zero.svd.MangakiSVD method) (zero.svd2.MangakiSVD2 method) (zero.xals.MangakiXALS method) (zero.zero.MangakiZero method)

fit_single_user() (zero.als.MangakiALS method) (zero.knn.MangakiKNN method) (zero.sgd.MangakiSGD method) (zero.sgd2.MangakiSGD2 method) (zero.svd.MangakiSVD method) (zero.svd2.MangakiSVD2 method) fit_user() (zero.als.MangakiALS method) (zero.als2.MangakiALS2 method) (zero.als3.MangakiALS3 method) (zero.efa.MangakiEFA method) (zero.xals.MangakiXALS method) fit_work() (zero.als.MangakiALS method) (zero.als2.MangakiALS2 method) (zero.als3.MangakiALS3 method) (zero.xals.MangakiXALS method)

G

gen_keypair() (in module zero.aggregation) get_backup_path() (zero.recommendation_algorithm.RecommendationAlgorithm method) get_messages() (zero.aggregation.ServerOutputWrapper method) get_neighbors() (zero.knn.MangakiKNN method) get_ranked_gains() (zero.recommendation_algorithm.RecommendationAlgorithm method) get_shortname() (zero.als.MangakiALS method) (zero.als2.MangakiALS2 method) (zero.als3.MangakiALS3 method) (zero.balse.MangakiBALSE method) (zero.efa.MangakiEFA method) (zero.gbr.MangakiGBR method) (zero.knn.MangakiKNN method) (zero.knn2.MangakiKNN2 method) (zero.lasso.MangakiLASSO method) (zero.pca.MangakiPCA method) (zero.recommendation_algorithm.RecommendationAlgorithm method) (zero.sgd.MangakiSGD method) (zero.sgd2.MangakiSGD2 method) (zero.svd.MangakiSVD method) (zero.svd2.MangakiSVD2 method) (zero.xals.MangakiXALS method) (zero.zero.MangakiZero method)

get_vector() (zero.aggregation.ServerOutputWrapper method)

I

init_vars() (zero.als3.MangakiALS3 method) initialize() (zero.recommendation_algorithm.RecommendationAlgorithmFactory method) insert() (zero.aggregation.PublicKeysWrapper method) instantiate_algorithm() (zero.recommendation_algorithm.RecommendationAlgorithm class method) is_enabled (zero.chrono.Chrono attribute) is_messages() (zero.aggregation.ServerOutputWrapper method) is_serializable (zero.als.MangakiALS property) (zero.als2.MangakiALS2 property) (zero.als3.MangakiALS3 property) (zero.knn.MangakiKNN property) (zero.knn2.MangakiKNN2 property) (zero.recommendation_algorithm.RecommendationAlgorithm property) (zero.sgd.MangakiSGD property) (zero.sgd2.MangakiSGD2 property) (zero.svd.MangakiSVD property) (zero.svd2.MangakiSVD2 property) (zero.xals.MangakiXALS property)

is_vector() (zero.aggregation.ServerOutputWrapper method)

L

list_available_algorithms() (zero.recommendation_algorithm.RecommendationAlgorithm class method) load() (zero.recommendation_algorithm.RecommendationAlgorithm method) (zero.side.SideInformation method)

load_csv() (zero.dataset.Dataset method) load_tags() (zero.recommendation_algorithm.RecommendationAlgorithm method)

M

M (zero.balse.MangakiBALSE attribute) make_anonymous_data() (zero.dataset.Dataset method) make_matrix() (zero.als.MangakiALS method) (zero.als2.MangakiALS2 method) (zero.efa.MangakiEFA method) (zero.pca.MangakiPCA method) (zero.svd.MangakiSVD method) (zero.svd2.MangakiSVD2 method) (zero.xals.MangakiXALS method) MangakiALS (class in zero.als) MangakiALS2 (class in zero.als2) MangakiALS3 (class in zero.als3) MangakiBALSE (class in zero.balse) MangakiEFA (class in zero.efa) MangakiGBR (class in zero.gbr) MangakiKNN (class in zero.knn) (class in zero.knn0) MangakiKNN2 (class in zero.knn2) MangakiLASSO (class in zero.lasso) (class in zero.lasso0) MangakiPCA (class in zero.pca) MangakiSGD (class in zero.sgd) (class in zero.sgd0) MangakiSGD2 (class in zero.sgd2) MangakiSVD (class in zero.svd) MangakiSVD2 (class in zero.svd2) MangakiXALS (class in zero.xals) MangakiZero (class in zero.zero) mean_of_nonzero() (in module zero.knn)

module zero zero.aggregation zero.als zero.als2 zero.als3 zero.balse zero.chrono zero.dataset zero.efa zero.gbr zero.knn zero.knn0 zero.knn2 zero.lasso zero.lasso0 zero.pca zero.recommendation_algorithm zero.sgd zero.sgd0 zero.sgd2 zero.side zero.svd zero.svd2 zero.tests zero.tests.test_zero zero.values zero.xals zero.zero

N

nb_users (zero.dataset.AnonymizedData attribute) nb_works (zero.dataset.AnonymizedData attribute)

ndcg_at_k() (zero.recommendation_algorithm.RecommendationAlgorithm method) normalize() (in module zero.knn)

O

onehotize() (in module zero.sgd2)

P

predict() (zero.als.MangakiALS method) (zero.als2.MangakiALS2 method) (zero.als3.MangakiALS3 method) (zero.balse.MangakiBALSE method) (zero.efa.MangakiEFA method) (zero.gbr.MangakiGBR method) (zero.knn.MangakiKNN method) (zero.knn0.MangakiKNN method) (zero.knn2.MangakiKNN2 method) (zero.lasso.MangakiLASSO method) (zero.lasso0.MangakiLASSO method) (zero.pca.MangakiPCA method) (zero.sgd.MangakiSGD method) (zero.sgd0.MangakiSGD method) (zero.sgd2.MangakiSGD2 method) (zero.svd.MangakiSVD method) (zero.svd2.MangakiSVD2 method) (zero.xals.MangakiXALS method) (zero.zero.MangakiZero method)

predict_fm() (zero.sgd2.MangakiSGD2 method) predict_one() (zero.sgd.MangakiSGD method) (zero.sgd0.MangakiSGD method) predict_single_user() (zero.als.MangakiALS method) (zero.knn.MangakiKNN method) (zero.sgd.MangakiSGD method) (zero.sgd2.MangakiSGD2 method) (zero.svd.MangakiSVD method) (zero.svd2.MangakiSVD2 method) prepare_features() (zero.gbr.MangakiGBR method) PublicKeysWrapper (class in zero.aggregation)

R

recommend() (zero.recommendation_algorithm.RecommendationAlgorithm method) RecommendationAlgorithm (class in zero.recommendation_algorithm) RecommendationAlgorithmFactory (class in zero.recommendation_algorithm) recover_state() (zero.aggregation.ServerWrapper method) (zero.aggregation.UserWrapper method) recv() (zero.aggregation.ServerWrapper method) register() (zero.recommendation_algorithm.RecommendationAlgorithmFactory method)

register_algorithm() (in module zero.recommendation_algorithm) (zero.recommendation_algorithm.RecommendationAlgorithm class method) relu() (in module zero.lasso) remove_mean() (in module zero.svd) (in module zero.svd2) round() (zero.aggregation.ServerWrapper method) (zero.aggregation.UserWrapper method) round0_msg() (in module zero.aggregation)

S

save() (zero.chrono.Chrono method) (zero.recommendation_algorithm.RecommendationAlgorithm method) save_csv() (zero.dataset.Dataset method) serialize_state() (zero.aggregation.ServerWrapper method) (zero.aggregation.UserWrapper method) ServerOutputWrapper (class in zero.aggregation)

ServerWrapper (class in zero.aggregation) set_parameters() (zero.efa.MangakiEFA method) (zero.recommendation_algorithm.RecommendationAlgorithm method) SideInformation (class in zero.side) SignPublicKey (class in zero.aggregation) SignSecretKey (class in zero.aggregation)

T

test_fit_predict() (in module zero.tests.test_zero) test_normalize() (in module zero.tests.test_zero)

to_dict() (zero.als3.MangakiALS3 method) to_sparse() (zero.als3.MangakiALS3 method)

U

U (zero.balse.MangakiBALSE attribute) unzip() (zero.als.MangakiALS method) (zero.als2.MangakiALS2 method)

UserWrapper (class in zero.aggregation)

V

VT (zero.balse.MangakiBALSE attribute)

X

X (zero.dataset.AnonymizedData attribute)

Y

y (zero.dataset.AnonymizedData attribute)

y_text (zero.dataset.AnonymizedData attribute)

Z

zero module zero.aggregation module zero.als module zero.als2 module zero.als3 module zero.balse module zero.chrono module zero.dataset module zero.efa module zero.gbr module zero.knn module zero.knn0 module zero.knn2 module zero.lasso module

zero.lasso0 module zero.pca module zero.recommendation_algorithm module zero.sgd module zero.sgd0 module zero.sgd2 module zero.side module zero.svd module zero.svd2 module zero.tests module zero.tests.test_zero module zero.values module zero.xals module zero.zero module