Index

C

create_core_layers() (recpkg.explicit.MatrixFactorization static method) (recpkg.implicit.GeneralizedMatrixFactorization static method) (recpkg.implicit.MultiLayerPerceptron static method) create_latent_factor_matrices() (recpkg.explicit.FunkSVD method)

create_model() (recpkg.explicit.MatrixFactorization method) (recpkg.implicit.GeneralizedMatrixFactorization method) (recpkg.implicit.MultiLayerPerceptron method) (recpkg.implicit.NeuralMatrixFactorization method) (recpkg.recommenders.KerasRecommender method)

D

dcg_score() (in module recpkg.metrics)

E

evaluate_model() (in module recpkg.evaluation)

F

fit() (recpkg.explicit.FunkSVD method) (recpkg.implicit.ItemPopularity method) (recpkg.recommenders.KerasRecommender method)

FunkSVD (class in recpkg.explicit)

G

GeneralizedMatrixFactorization (class in recpkg.implicit) get_core_layers_kwdargs() (recpkg.implicit.GeneralizedMatrixFactorization method) (recpkg.implicit.MultiLayerPerceptron method)

get_output_weights() (recpkg.implicit.GeneralizedMatrixFactorization method) (recpkg.implicit.MultiLayerPerceptron method) get_standard_layers() (in module recpkg.preprocessing)

I

ItemPopularity (class in recpkg.implicit)

K

KerasRecommender (class in recpkg.recommenders)

L

LeaveMembersOut() (in module recpkg.model_selection)

M

MatrixFactorization (class in recpkg.explicit) module recpkg recpkg.evaluation recpkg.explicit recpkg.implicit recpkg.metrics recpkg.model_selection recpkg.preprocessing recpkg.recommenders

MultiLayerPerceptron (class in recpkg.implicit)

N

ndcg_score() (in module recpkg.metrics)

NeuralMatrixFactorization (class in recpkg.implicit)

P

perform_groupwise_evaluation() (in module recpkg.metrics) plot_metric_history() (in module recpkg.evaluation) predict() (recpkg.explicit.FunkSVD method) (recpkg.implicit.ItemPopularity method) (recpkg.recommenders.KerasRecommender method)

predict_rating() (recpkg.explicit.FunkSVD method) process_users_items() (recpkg.explicit.FunkSVD method)

R

Recommender (class in recpkg.recommenders) recpkg module recpkg.evaluation module recpkg.explicit module recpkg.implicit module

recpkg.metrics module recpkg.model_selection module recpkg.preprocessing module recpkg.recommenders module

S

sample_n_non_interactions() (in module recpkg.model_selection)

T

train_pair() (recpkg.explicit.FunkSVD method)