Index

A

add_func() (in module deepctr.layers.utils) AFM() (in module deepctr.models) (in module deepctr.models.afm) AFMEstimator() (in module deepctr.estimator.models.afm)

AFMLayer (class in deepctr.layers.interaction) AttentionSequencePoolingLayer (class in deepctr.layers.sequence) AutoInt() (in module deepctr.models) (in module deepctr.models.autoint) AutoIntEstimator() (in module deepctr.estimator.models.autoint)

B

BiasEncoding (class in deepctr.layers.sequence) BiInteractionPooling (class in deepctr.layers.interaction) BilinearInteraction (class in deepctr.layers.interaction) BiLSTM (class in deepctr.layers.sequence) BridgeModule (class in deepctr.layers.interaction) BST() (in module deepctr.models) (in module deepctr.models.sequence.bst) build() (deepctr.layers.activation.Dice method) (deepctr.layers.core.DNN method) (deepctr.layers.core.LocalActivationUnit method) (deepctr.layers.core.PredictionLayer method) (deepctr.layers.core.RegulationModule method) (deepctr.layers.interaction.AFMLayer method) (deepctr.layers.interaction.BiInteractionPooling method) (deepctr.layers.interaction.BilinearInteraction method) (deepctr.layers.interaction.BridgeModule method) (deepctr.layers.interaction.CIN method) (deepctr.layers.interaction.CrossNet method) (deepctr.layers.interaction.CrossNetMix method) (deepctr.layers.interaction.FEFMLayer method) (deepctr.layers.interaction.FGCNNLayer method) (deepctr.layers.interaction.FieldWiseBiInteraction method) (deepctr.layers.interaction.FM method) (deepctr.layers.interaction.FwFMLayer method) (deepctr.layers.interaction.InnerProductLayer method) (deepctr.layers.interaction.InteractingLayer method) (deepctr.layers.interaction.OutterProductLayer method) (deepctr.layers.interaction.SENETLayer method) (deepctr.layers.normalization.LayerNormalization method) (deepctr.layers.sequence.AttentionSequencePoolingLayer method) (deepctr.layers.sequence.BiasEncoding method) (deepctr.layers.sequence.BiLSTM method) (deepctr.layers.sequence.DynamicGRU method) (deepctr.layers.sequence.KMaxPooling method) (deepctr.layers.sequence.PositionEncoding method) (deepctr.layers.sequence.SequencePoolingLayer method) (deepctr.layers.sequence.Transformer method) (deepctr.layers.sequence.WeightedSequenceLayer method) (deepctr.layers.utils.Hash method) (deepctr.layers.utils.Linear method) (deepctr.layers.utils.NoMask method)

build_input_features() (in module deepctr.feature_column)

C

call() (deepctr.contrib.utils.QAAttGRUCell method) (deepctr.contrib.utils.VecAttGRUCell method) (deepctr.layers.activation.Dice method) (deepctr.layers.core.DNN method) (deepctr.layers.core.LocalActivationUnit method) (deepctr.layers.core.PredictionLayer method) (deepctr.layers.core.RegulationModule method) (deepctr.layers.interaction.AFMLayer method) (deepctr.layers.interaction.BiInteractionPooling method) (deepctr.layers.interaction.BilinearInteraction method) (deepctr.layers.interaction.BridgeModule method) (deepctr.layers.interaction.CIN method) (deepctr.layers.interaction.CrossNet method) (deepctr.layers.interaction.CrossNetMix method) (deepctr.layers.interaction.FEFMLayer method) (deepctr.layers.interaction.FGCNNLayer method) (deepctr.layers.interaction.FieldWiseBiInteraction method) (deepctr.layers.interaction.FM method) (deepctr.layers.interaction.FwFMLayer method) (deepctr.layers.interaction.InnerProductLayer method) (deepctr.layers.interaction.InteractingLayer method) (deepctr.layers.interaction.OutterProductLayer method) (deepctr.layers.interaction.SENETLayer method) (deepctr.layers.normalization.LayerNormalization method) (deepctr.layers.sequence.AttentionSequencePoolingLayer method) (deepctr.layers.sequence.BiasEncoding method) (deepctr.layers.sequence.BiLSTM method) (deepctr.layers.sequence.DynamicGRU method) (deepctr.layers.sequence.KMaxPooling method) (deepctr.layers.sequence.PositionEncoding method) (deepctr.layers.sequence.SequencePoolingLayer method) (deepctr.layers.sequence.Transformer method) (deepctr.layers.sequence.WeightedSequenceLayer method) (deepctr.layers.utils.Concat method) (deepctr.layers.utils.Hash method) (deepctr.layers.utils.Linear method) (deepctr.layers.utils.NoMask method) CCPM() (in module deepctr.models) (in module deepctr.models.ccpm) CCPMEstimator() (in module deepctr.estimator.models.ccpm) check_version() (in module deepctr.utils) CIN (class in deepctr.layers.interaction) combined_dnn_input() (in module deepctr.layers.utils) compute_mask() (deepctr.layers.core.LocalActivationUnit method) (deepctr.layers.interaction.SENETLayer method) (deepctr.layers.sequence.AttentionSequencePoolingLayer method) (deepctr.layers.sequence.BiasEncoding method) (deepctr.layers.sequence.BiLSTM method) (deepctr.layers.sequence.PositionEncoding method) (deepctr.layers.sequence.SequencePoolingLayer method) (deepctr.layers.sequence.Transformer method) (deepctr.layers.sequence.WeightedSequenceLayer method) (deepctr.layers.utils.Concat method) (deepctr.layers.utils.Linear method) (deepctr.layers.utils.NoMask method)

compute_output_shape() (deepctr.layers.activation.Dice method) (deepctr.layers.core.DNN method) (deepctr.layers.core.LocalActivationUnit method) (deepctr.layers.core.PredictionLayer method) (deepctr.layers.core.RegulationModule method) (deepctr.layers.interaction.AFMLayer method) (deepctr.layers.interaction.BiInteractionPooling method) (deepctr.layers.interaction.BilinearInteraction method) (deepctr.layers.interaction.BridgeModule method) (deepctr.layers.interaction.CIN method) (deepctr.layers.interaction.CrossNet method) (deepctr.layers.interaction.CrossNetMix method) (deepctr.layers.interaction.FEFMLayer method) (deepctr.layers.interaction.FGCNNLayer method) (deepctr.layers.interaction.FieldWiseBiInteraction method) (deepctr.layers.interaction.FM method) (deepctr.layers.interaction.FwFMLayer method) (deepctr.layers.interaction.InnerProductLayer method) (deepctr.layers.interaction.InteractingLayer method) (deepctr.layers.interaction.OutterProductLayer method) (deepctr.layers.interaction.SENETLayer method) (deepctr.layers.normalization.LayerNormalization method) (deepctr.layers.sequence.AttentionSequencePoolingLayer method) (deepctr.layers.sequence.BiasEncoding method) (deepctr.layers.sequence.BiLSTM method) (deepctr.layers.sequence.DynamicGRU method) (deepctr.layers.sequence.KMaxPooling method) (deepctr.layers.sequence.PositionEncoding method) (deepctr.layers.sequence.SequencePoolingLayer method) (deepctr.layers.sequence.Transformer method) (deepctr.layers.sequence.WeightedSequenceLayer method) (deepctr.layers.utils.Hash method) (deepctr.layers.utils.Linear method) Concat (class in deepctr.layers.utils) concat_func() (in module deepctr.layers.utils) create_embedding_dict() (in module deepctr.inputs) create_embedding_matrix() (in module deepctr.inputs) create_estimator_spec() (deepctr.estimator.utils.Head method) create_loss() (deepctr.estimator.utils.Head method) CrossNet (class in deepctr.layers.interaction) CrossNetMix (class in deepctr.layers.interaction)

D

DCN() (in module deepctr.models) (in module deepctr.models.dcn) DCNEstimator() (in module deepctr.estimator.models.dcn) DCNMix() (in module deepctr.models) (in module deepctr.models.dcnmix) deepctr module deepctr.contrib module deepctr.contrib.rnn module deepctr.contrib.utils module deepctr.estimator module deepctr.estimator.feature_column module deepctr.estimator.inputs module deepctr.estimator.models module deepctr.estimator.models.afm module deepctr.estimator.models.autoint module deepctr.estimator.models.ccpm module deepctr.estimator.models.dcn module deepctr.estimator.models.deepfefm module deepctr.estimator.models.deepfm module deepctr.estimator.models.fibinet module deepctr.estimator.models.fnn module deepctr.estimator.models.fwfm module deepctr.estimator.models.nfm module deepctr.estimator.models.pnn module deepctr.estimator.models.wdl module deepctr.estimator.models.xdeepfm module deepctr.estimator.utils module deepctr.feature_column module deepctr.inputs module deepctr.layers module deepctr.layers.activation module deepctr.layers.core module deepctr.layers.interaction module deepctr.layers.normalization module deepctr.layers.sequence module deepctr.layers.utils module deepctr.models module deepctr.models.afm module deepctr.models.autoint module deepctr.models.ccpm module

deepctr.models.dcn module deepctr.models.dcnmix module deepctr.models.deepfefm module deepctr.models.deepfm module deepctr.models.difm module deepctr.models.edcn module deepctr.models.fgcnn module deepctr.models.fibinet module deepctr.models.flen module deepctr.models.fnn module deepctr.models.fwfm module deepctr.models.ifm module deepctr.models.mlr module deepctr.models.multitask.esmm module deepctr.models.multitask.mmoe module deepctr.models.multitask.ple module deepctr.models.multitask.sharedbottom module deepctr.models.nfm module deepctr.models.onn module deepctr.models.pnn module deepctr.models.sequence.bst module deepctr.models.sequence.dien module deepctr.models.sequence.din module deepctr.models.sequence.dsin module deepctr.models.wdl module deepctr.models.xdeepfm module deepctr.utils module deepctr_model_fn() (in module deepctr.estimator.utils) DeepFEFM() (in module deepctr.models) (in module deepctr.models.deepfefm) DeepFEFMEstimator() (in module deepctr.estimator.models.deepfefm) DeepFM() (in module deepctr.models) (in module deepctr.models.deepfm) DeepFMEstimator() (in module deepctr.estimator.models.deepfm) DenseFeat (class in deepctr.feature_column) Dice (class in deepctr.layers.activation) DIEN() (in module deepctr.models) (in module deepctr.models.sequence.dien) DIFM() (in module deepctr.models) (in module deepctr.models.difm) DIN() (in module deepctr.models) (in module deepctr.models.sequence.din) div() (in module deepctr.layers.utils) DNN (class in deepctr.layers.core) DSIN() (in module deepctr.models) (in module deepctr.models.sequence.dsin) dtype (deepctr.feature_column.VarLenSparseFeat property) dynamic_rnn() (in module deepctr.contrib.rnn) DynamicGRU (class in deepctr.layers.sequence)

E

EDCN() (in module deepctr.models) (in module deepctr.models.edcn) embedding_dim (deepctr.feature_column.VarLenSparseFeat property) embedding_lookup() (in module deepctr.inputs)

embedding_name (deepctr.feature_column.VarLenSparseFeat property) embeddings_initializer (deepctr.feature_column.VarLenSparseFeat property) ESMM() (in module deepctr.models) (in module deepctr.models.multitask.esmm)

F

FEFMLayer (class in deepctr.layers.interaction) FGCNN() (in module deepctr.models) (in module deepctr.models.fgcnn) FGCNNLayer (class in deepctr.layers.interaction) FiBiNET() (in module deepctr.models) (in module deepctr.models.fibinet) FiBiNETEstimator() (in module deepctr.estimator.models.fibinet) FieldWiseBiInteraction (class in deepctr.layers.interaction) FLEN() (in module deepctr.models) (in module deepctr.models.flen)

FM (class in deepctr.layers.interaction) FNN() (in module deepctr.models) (in module deepctr.models.fnn) FNNEstimator() (in module deepctr.estimator.models.fnn) FwFM() (in module deepctr.models) (in module deepctr.models.fwfm) FwFMEstimator() (in module deepctr.estimator.models.fwfm) FwFMLayer (class in deepctr.layers.interaction)

G

get_collection() (in module deepctr.estimator.utils) get_config() (deepctr.layers.activation.Dice method) (deepctr.layers.core.DNN method) (deepctr.layers.core.LocalActivationUnit method) (deepctr.layers.core.PredictionLayer method) (deepctr.layers.core.RegulationModule method) (deepctr.layers.interaction.AFMLayer method) (deepctr.layers.interaction.BilinearInteraction method) (deepctr.layers.interaction.BridgeModule method) (deepctr.layers.interaction.CIN method) (deepctr.layers.interaction.CrossNet method) (deepctr.layers.interaction.CrossNetMix method) (deepctr.layers.interaction.FEFMLayer method) (deepctr.layers.interaction.FGCNNLayer method) (deepctr.layers.interaction.FieldWiseBiInteraction method) (deepctr.layers.interaction.FwFMLayer method) (deepctr.layers.interaction.InnerProductLayer method) (deepctr.layers.interaction.InteractingLayer method) (deepctr.layers.interaction.OutterProductLayer method) (deepctr.layers.interaction.SENETLayer method) (deepctr.layers.normalization.LayerNormalization method) (deepctr.layers.sequence.AttentionSequencePoolingLayer method) (deepctr.layers.sequence.BiasEncoding method) (deepctr.layers.sequence.BiLSTM method) (deepctr.layers.sequence.DynamicGRU method) (deepctr.layers.sequence.KMaxPooling method) (deepctr.layers.sequence.PositionEncoding method) (deepctr.layers.sequence.SequencePoolingLayer method) (deepctr.layers.sequence.Transformer method) (deepctr.layers.sequence.WeightedSequenceLayer method) (deepctr.layers.utils.Concat method) (deepctr.layers.utils.Hash method) (deepctr.layers.utils.Linear method)

get_dense_input() (in module deepctr.inputs) get_embedding_vec_list() (in module deepctr.inputs) get_feature_names() (in module deepctr.feature_column) get_GraphKeys() (in module deepctr.estimator.utils) get_inputs_list() (in module deepctr.inputs) get_linear_logit() (in module deepctr.estimator.feature_column) (in module deepctr.feature_column) get_losses() (in module deepctr.estimator.utils) get_metrics() (in module deepctr.estimator.utils) get_train_op_fn() (in module deepctr.estimator.utils) get_varlen_pooling_list() (in module deepctr.inputs) group_name (deepctr.feature_column.VarLenSparseFeat property)

H

Hash (class in deepctr.layers.utils)

Head (class in deepctr.estimator.utils)

I

IFM() (in module deepctr.models) (in module deepctr.models.ifm) InnerProductLayer (class in deepctr.layers.interaction) input_fn_pandas() (in module deepctr.estimator.inputs) input_fn_tfrecord() (in module deepctr.estimator.inputs)

input_from_feature_columns() (in module deepctr.estimator.feature_column) (in module deepctr.feature_column) input_layer() (in module deepctr.estimator.utils) InteractingLayer (class in deepctr.layers.interaction) is_embedding() (in module deepctr.estimator.feature_column)

K

KMaxPooling (class in deepctr.layers.sequence)

L

LayerNormalization (class in deepctr.layers.normalization) Linear (class in deepctr.layers.utils)

linear_model() (in module deepctr.estimator.feature_column) LocalActivationUnit (class in deepctr.layers.core) logits_dimension (deepctr.estimator.utils.Head property)

M

mergeDict() (in module deepctr.inputs) MLR() (in module deepctr.models) (in module deepctr.models.mlr) MMOE() (in module deepctr.models) (in module deepctr.models.multitask.mmoe) module deepctr deepctr.contrib deepctr.contrib.rnn deepctr.contrib.utils deepctr.estimator deepctr.estimator.feature_column deepctr.estimator.inputs deepctr.estimator.models deepctr.estimator.models.afm deepctr.estimator.models.autoint deepctr.estimator.models.ccpm deepctr.estimator.models.dcn deepctr.estimator.models.deepfefm deepctr.estimator.models.deepfm deepctr.estimator.models.fibinet deepctr.estimator.models.fnn deepctr.estimator.models.fwfm deepctr.estimator.models.nfm deepctr.estimator.models.pnn deepctr.estimator.models.wdl deepctr.estimator.models.xdeepfm deepctr.estimator.utils deepctr.feature_column deepctr.inputs deepctr.layers deepctr.layers.activation deepctr.layers.core deepctr.layers.interaction deepctr.layers.normalization deepctr.layers.sequence deepctr.layers.utils deepctr.models deepctr.models.afm deepctr.models.autoint deepctr.models.ccpm deepctr.models.dcn deepctr.models.dcnmix deepctr.models.deepfefm deepctr.models.deepfm deepctr.models.difm deepctr.models.edcn deepctr.models.fgcnn deepctr.models.fibinet deepctr.models.flen deepctr.models.fnn deepctr.models.fwfm deepctr.models.ifm deepctr.models.mlr deepctr.models.multitask.esmm deepctr.models.multitask.mmoe deepctr.models.multitask.ple deepctr.models.multitask.sharedbottom deepctr.models.nfm deepctr.models.onn deepctr.models.pnn deepctr.models.sequence.bst deepctr.models.sequence.dien deepctr.models.sequence.din deepctr.models.sequence.dsin deepctr.models.wdl deepctr.models.xdeepfm deepctr.utils

N

name (deepctr.estimator.utils.Head property) (deepctr.feature_column.VarLenSparseFeat property) NFM() (in module deepctr.models) (in module deepctr.models.nfm)

NFMEstimator() (in module deepctr.estimator.models.nfm) NoMask (class in deepctr.layers.utils)

O

ONN() (in module deepctr.models) (in module deepctr.models.onn)

output_size (deepctr.contrib.utils.QAAttGRUCell property) (deepctr.contrib.utils.VecAttGRUCell property) OutterProductLayer (class in deepctr.layers.interaction)

P

PLE() (in module deepctr.models) (in module deepctr.models.multitask.ple) PNN() (in module deepctr.models) (in module deepctr.models.pnn)

PNNEstimator() (in module deepctr.estimator.models.pnn) PositionEncoding (class in deepctr.layers.sequence) PredictionLayer (class in deepctr.layers.core)

Q

QAAttGRUCell (class in deepctr.contrib.utils)

R

reduce_max() (in module deepctr.layers.utils) reduce_mean() (in module deepctr.layers.utils)

reduce_sum() (in module deepctr.layers.utils) RegulationModule (class in deepctr.layers.core)

S

SENETLayer (class in deepctr.layers.interaction) SequencePoolingLayer (class in deepctr.layers.sequence) SharedBottom() (in module deepctr.models) (in module deepctr.models.multitask.sharedbottom)

softmax() (in module deepctr.layers.utils) SparseFeat (class in deepctr.feature_column) state_size (deepctr.contrib.utils.QAAttGRUCell property) (deepctr.contrib.utils.VecAttGRUCell property) summary_scalar() (in module deepctr.estimator.utils)

T

to_float() (in module deepctr.estimator.utils)

trainable (deepctr.feature_column.VarLenSparseFeat property) Transformer (class in deepctr.layers.sequence)

U

use_hash (deepctr.feature_column.VarLenSparseFeat property)

V

variable_scope() (in module deepctr.estimator.utils) varlen_embedding_lookup() (in module deepctr.inputs) VarLenSparseFeat (class in deepctr.feature_column)

VecAttGRUCell (class in deepctr.contrib.utils) vocabulary_path (deepctr.feature_column.VarLenSparseFeat property) vocabulary_size (deepctr.feature_column.VarLenSparseFeat property)

W

WDL() (in module deepctr.models) (in module deepctr.models.wdl)

WDLEstimator() (in module deepctr.estimator.models.wdl) WeightedSequenceLayer (class in deepctr.layers.sequence)

X

xDeepFM() (in module deepctr.models) (in module deepctr.models.xdeepfm)

xDeepFMEstimator() (in module deepctr.estimator.models.xdeepfm)