Index

A

AlternatingLeastSquares (class in implicit.cpu.als) (class in implicit.gpu.als)

AnnoyModel (class in implicit.ann.annoy) AUC_at_k() (in module implicit.evaluation)

B

BayesianPersonalizedRanking (class in implicit.cpu.bpr) (class in implicit.gpu.bpr)

BM25Recommender (class in implicit.nearest_neighbours)

C

CosineRecommender (class in implicit.nearest_neighbours)

E

explain() (implicit.cpu.als.AlternatingLeastSquares method)

F

FaissModel (class in implicit.ann.faiss) fit() (implicit.ann.annoy.AnnoyModel method) (implicit.ann.faiss.FaissModel method) (implicit.ann.nmslib.NMSLibModel method) (implicit.cpu.als.AlternatingLeastSquares method) (implicit.cpu.bpr.BayesianPersonalizedRanking method) (implicit.cpu.lmf.LogisticMatrixFactorization method) (implicit.gpu.als.AlternatingLeastSquares method) (implicit.gpu.bpr.BayesianPersonalizedRanking method) (implicit.recommender_base.RecommenderBase method)

I

implicit.evaluation module item_factors (implicit.cpu.als.AlternatingLeastSquares attribute) (implicit.cpu.bpr.BayesianPersonalizedRanking attribute) (implicit.cpu.lmf.LogisticMatrixFactorization attribute) (implicit.cpu.matrix_factorization_base.MatrixFactorizationBase attribute) (implicit.gpu.als.AlternatingLeastSquares attribute) (implicit.gpu.bpr.BayesianPersonalizedRanking attribute) (implicit.gpu.matrix_factorization_base.MatrixFactorizationBase attribute)

ItemItemRecommender (class in implicit.nearest_neighbours)

L

leave_k_out_split() (in module implicit.evaluation) load() (implicit.ann.annoy.AnnoyModel class method) (implicit.ann.faiss.FaissModel class method) (implicit.ann.nmslib.NMSLibModel class method) (implicit.cpu.als.AlternatingLeastSquares class method) (implicit.cpu.bpr.BayesianPersonalizedRanking class method) (implicit.cpu.lmf.LogisticMatrixFactorization class method) (implicit.gpu.als.AlternatingLeastSquares class method) (implicit.gpu.bpr.BayesianPersonalizedRanking class method) (implicit.gpu.matrix_factorization_base.MatrixFactorizationBase class method) (implicit.nearest_neighbours.ItemItemRecommender class method) (implicit.recommender_base.RecommenderBase class method)

LogisticMatrixFactorization (class in implicit.cpu.lmf)

M

MatrixFactorizationBase (class in implicit.cpu.matrix_factorization_base) (class in implicit.gpu.matrix_factorization_base)

mean_average_precision_at_k() (in module implicit.evaluation) module implicit.evaluation

N

ndcg_at_k() (in module implicit.evaluation)

NMSLibModel (class in implicit.ann.nmslib) num_threads (implicit.cpu.matrix_factorization_base.MatrixFactorizationBase attribute)

P

partial_fit_items() (implicit.cpu.als.AlternatingLeastSquares method) (implicit.gpu.als.AlternatingLeastSquares method)

partial_fit_users() (implicit.cpu.als.AlternatingLeastSquares method) (implicit.gpu.als.AlternatingLeastSquares method) precision_at_k() (in module implicit.evaluation)

R

ranking_metrics_at_k() (in module implicit.evaluation) recalculate_item() (implicit.cpu.als.AlternatingLeastSquares method) recalculate_user() (implicit.cpu.als.AlternatingLeastSquares method) recommend() (implicit.ann.annoy.AnnoyModel method) (implicit.ann.faiss.FaissModel method) (implicit.ann.nmslib.NMSLibModel method) (implicit.cpu.als.AlternatingLeastSquares method) (implicit.cpu.bpr.BayesianPersonalizedRanking method) (implicit.cpu.lmf.LogisticMatrixFactorization method) (implicit.gpu.als.AlternatingLeastSquares method) (implicit.gpu.bpr.BayesianPersonalizedRanking method) (implicit.gpu.matrix_factorization_base.MatrixFactorizationBase method) (implicit.recommender_base.RecommenderBase method)

recommend_index (implicit.ann.annoy.AnnoyModel attribute) (implicit.ann.faiss.FaissModel attribute) (implicit.ann.nmslib.NMSLibModel attribute) RecommenderBase (class in implicit.recommender_base)

S

save() (implicit.ann.annoy.AnnoyModel method) (implicit.ann.faiss.FaissModel method) (implicit.ann.nmslib.NMSLibModel method) (implicit.cpu.als.AlternatingLeastSquares method) (implicit.cpu.bpr.BayesianPersonalizedRanking method) (implicit.cpu.lmf.LogisticMatrixFactorization method) (implicit.gpu.als.AlternatingLeastSquares method) (implicit.gpu.bpr.BayesianPersonalizedRanking method) (implicit.gpu.matrix_factorization_base.MatrixFactorizationBase method) (implicit.nearest_neighbours.ItemItemRecommender method) (implicit.recommender_base.RecommenderBase method) similar_items() (implicit.ann.annoy.AnnoyModel method) (implicit.ann.faiss.FaissModel method) (implicit.ann.nmslib.NMSLibModel method) (implicit.cpu.als.AlternatingLeastSquares method) (implicit.cpu.bpr.BayesianPersonalizedRanking method) (implicit.cpu.lmf.LogisticMatrixFactorization method) (implicit.gpu.als.AlternatingLeastSquares method) (implicit.gpu.bpr.BayesianPersonalizedRanking method) (implicit.gpu.matrix_factorization_base.MatrixFactorizationBase method) (implicit.recommender_base.RecommenderBase method)

similar_items_index (implicit.ann.annoy.AnnoyModel attribute) (implicit.ann.faiss.FaissModel attribute) (implicit.ann.nmslib.NMSLibModel attribute) similar_users() (implicit.ann.annoy.AnnoyModel method) (implicit.ann.faiss.FaissModel method) (implicit.ann.nmslib.NMSLibModel method) (implicit.cpu.als.AlternatingLeastSquares method) (implicit.cpu.bpr.BayesianPersonalizedRanking method) (implicit.cpu.lmf.LogisticMatrixFactorization method) (implicit.gpu.als.AlternatingLeastSquares method) (implicit.gpu.bpr.BayesianPersonalizedRanking method) (implicit.gpu.matrix_factorization_base.MatrixFactorizationBase method) (implicit.recommender_base.RecommenderBase method)

T

TFIDFRecommender (class in implicit.nearest_neighbours) to_cpu() (implicit.gpu.als.AlternatingLeastSquares method) (implicit.gpu.bpr.BayesianPersonalizedRanking method)

to_gpu() (implicit.cpu.als.AlternatingLeastSquares method) (implicit.cpu.bpr.BayesianPersonalizedRanking method) train_test_split() (in module implicit.evaluation)

U

user_factors (implicit.cpu.als.AlternatingLeastSquares attribute) (implicit.cpu.bpr.BayesianPersonalizedRanking attribute) (implicit.cpu.lmf.LogisticMatrixFactorization attribute) (implicit.cpu.matrix_factorization_base.MatrixFactorizationBase attribute) (implicit.gpu.als.AlternatingLeastSquares attribute) (implicit.gpu.bpr.BayesianPersonalizedRanking attribute) (implicit.gpu.matrix_factorization_base.MatrixFactorizationBase attribute)