DeepCTR
v0.9.2
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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)
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.interaction.AFMLayer method)
(deepctr.layers.interaction.BiInteractionPooling method)
(deepctr.layers.interaction.BilinearInteraction 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.FM 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.BiLSTM method)
(deepctr.layers.sequence.BiasEncoding 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.interaction.AFMLayer method)
(deepctr.layers.interaction.BiInteractionPooling method)
(deepctr.layers.interaction.BilinearInteraction 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.FM 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.BiLSTM method)
(deepctr.layers.sequence.BiasEncoding 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)
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.BiLSTM method)
(deepctr.layers.sequence.BiasEncoding method)
(deepctr.layers.sequence.PositionEncoding method)
(deepctr.layers.sequence.SequencePoolingLayer method)
(deepctr.layers.sequence.Transformer method)
(deepctr.layers.sequence.WeightedSequenceLayer 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.interaction.AFMLayer method)
(deepctr.layers.interaction.BiInteractionPooling method)
(deepctr.layers.interaction.BilinearInteraction 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.FM 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.BiLSTM method)
(deepctr.layers.sequence.BiasEncoding 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_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.fgcnn (module)
deepctr.models.fibinet (module)
deepctr.models.flen (module)
deepctr.models.fnn (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 attribute)
dynamic_rnn() (in module deepctr.contrib.rnn)
DynamicGRU (class in deepctr.layers.sequence)
E
embedding_dim (deepctr.feature_column.VarLenSparseFeat attribute)
embedding_lookup() (in module deepctr.inputs)
embedding_name (deepctr.feature_column.VarLenSparseFeat attribute)
embeddings_initializer (deepctr.feature_column.VarLenSparseFeat attribute)
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)
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.interaction.AFMLayer method)
(deepctr.layers.interaction.BilinearInteraction 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.BiLSTM method)
(deepctr.layers.sequence.BiasEncoding 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)
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 attribute)
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 attribute)
M
mergeDict() (in module deepctr.inputs)
MLR() (in module deepctr.models)
,
[1]
(in module deepctr.models.mlr)
MMOE() (in module deepctr.models)
(in module deepctr.models.multitask.mmoe)
N
name (deepctr.estimator.utils.Head attribute)
(deepctr.feature_column.VarLenSparseFeat attribute)
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 attribute)
(deepctr.contrib.utils.VecAttGRUCell attribute)
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)
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 attribute)
(deepctr.contrib.utils.VecAttGRUCell attribute)
summary_scalar() (in module deepctr.estimator.utils)
T
to_float() (in module deepctr.estimator.utils)
trainable (deepctr.feature_column.VarLenSparseFeat attribute)
Transformer (class in deepctr.layers.sequence)
U
use_hash (deepctr.feature_column.VarLenSparseFeat attribute)
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 attribute)
vocabulary_size (deepctr.feature_column.VarLenSparseFeat attribute)
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)
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