Index

A

AttentionalFactorizationMachine (class in torchfm.layer) AttentionalFactorizationMachineModel (class in torchfm.model.afm)

AutomaticFeatureInteractionModel (class in torchfm.model.afi) AvazuDataset (class in torchfm.dataset.avazu)

C

CompressedInteractionNetwork (class in torchfm.layer)

CriteoDataset (class in torchfm.dataset.criteo) CrossNetwork (class in torchfm.layer)

D

DeepCrossNetworkModel (class in torchfm.model.dcn)

DeepFactorizationMachineModel (class in torchfm.model.dfm)

E

ExtremeDeepFactorizationMachineModel (class in torchfm.model.xdfm)

F

FactorizationMachine (class in torchfm.layer) FactorizationMachineModel (class in torchfm.model.fm) FactorizationSupportedNeuralNetworkModel (class in torchfm.model.fnn) FeaturesEmbedding (class in torchfm.layer) FeaturesLinear (class in torchfm.layer) FieldAwareFactorizationMachine (class in torchfm.layer) FieldAwareFactorizationMachineModel (class in torchfm.model.ffm) FieldAwareNeuralFactorizationMachineModel (class in torchfm.model.fnfm) forward() (torchfm.layer.AttentionalFactorizationMachine method) (torchfm.layer.CompressedInteractionNetwork method) (torchfm.layer.CrossNetwork method) (torchfm.layer.FactorizationMachine method) (torchfm.layer.FeaturesEmbedding method) (torchfm.layer.FeaturesLinear method) (torchfm.layer.FieldAwareFactorizationMachine method) (torchfm.layer.InnerProductNetwork method) (torchfm.layer.MultiLayerPerceptron method) (torchfm.layer.OuterProductNetwork method) (torchfm.model.afi.AutomaticFeatureInteractionModel method) (torchfm.model.afm.AttentionalFactorizationMachineModel method) (torchfm.model.dcn.DeepCrossNetworkModel method) (torchfm.model.dfm.DeepFactorizationMachineModel method) (torchfm.model.ffm.FieldAwareFactorizationMachineModel method) (torchfm.model.fm.FactorizationMachineModel method) (torchfm.model.fnfm.FieldAwareNeuralFactorizationMachineModel method) (torchfm.model.fnn.FactorizationSupportedNeuralNetworkModel method) (torchfm.model.lr.LogisticRegressionModel method) (torchfm.model.nfm.NeuralFactorizationMachineModel method) (torchfm.model.pnn.ProductNeuralNetworkModel method) (torchfm.model.wd.WideAndDeepModel method) (torchfm.model.xdfm.ExtremeDeepFactorizationMachineModel method)

I

InnerProductNetwork (class in torchfm.layer)

L

LogisticRegressionModel (class in torchfm.model.lr)

M

MovieLens1MDataset (class in torchfm.dataset.movielens)

MovieLens20MDataset (class in torchfm.dataset.movielens) MultiLayerPerceptron (class in torchfm.layer)

N

NeuralFactorizationMachineModel (class in torchfm.model.nfm)

O

OuterProductNetwork (class in torchfm.layer)

P

ProductNeuralNetworkModel (class in torchfm.model.pnn)

T

torchfm.dataset.avazu (module) torchfm.dataset.criteo (module) torchfm.dataset.movielens (module) torchfm.layer (module) torchfm.model.afi (module) torchfm.model.afm (module) torchfm.model.dcn (module) torchfm.model.dfm (module)

torchfm.model.ffm (module) torchfm.model.fm (module) torchfm.model.fnfm (module) torchfm.model.fnn (module) torchfm.model.lr (module) torchfm.model.nfm (module) torchfm.model.pnn (module) torchfm.model.wd (module) torchfm.model.xdfm (module)

W

WideAndDeepModel (class in torchfm.model.wd)